{ "schema": "https://aiskillready.com/schema/observation.schema.json", "generated_at": "2026-08-16T10:48:40+00:00", "count": 118, "entries": [ { "schema_version": "0.2", "entry_id": "ASR-OBS-20260816-api-999555999-com", "record_type": "observation", "title": "AI API 中转观测 · api.999555999.com（veridrop 综合分 95）", "observed_at": "2026-08-16", "source": { "name": "veridrop.org/leaderboard", "url": "https://veridrop.org/leaderboard", "snapshot_hash": "ce14bb9ad71c3cb542ea18ad80f7304c282b26d68565389e076eebe577bb6d76", "fetched_at": "2026-08-16T10:45:56+00:00" }, "confidence": "medium", "human_stream": { "summary": "veridrop 公开检测数据（快照 2026-08-16）中，api.999555999.com 综合分 95，基于 244 次检测；协议：Claude · Gemini · OpenAI；最近检测 2026-08-15。常见问题标记：token_usage、thinking_signature、token_billing。仅观测，不构成推荐。", "key_points": [ "综合分 95（贝叶斯加权，样本≥2 才参与排名）", "检测次数 244 · 最近检测 2026-08-15", "覆盖协议：Claude · Gemini · OpenAI", "常见问题标记：token_usage、thinking_signature、token_billing" ], "note": "数据来源为 veridrop 社区公开检测报告聚合，非本平台实测；使用前请以官方与最新检测报告为准。" }, "ai_stream": { "structured": { "rank": 10, "domain": "api.999555999.com", "overall_score": 95, "detections": 244, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-15", "issues": [ "token_usage", "thinking_signature", "token_billing" ], "detail_url": "https://veridrop.org/leaderboard/api.999555999.com", "source_label": "veridrop-pro-leaderboard" }, "raw": [ { "rank": 10, "domain": "api.999555999.com", "detail_url": "https://veridrop.org/leaderboard/api.999555999.com", "detections": 244, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-15", "overall_score": 95, "issues": [ "token_usage", "thinking_signature", "token_billing" ] } ], "insights": [ "1. 综合分95且兼容三大主流协议，高并发稳定性优异，适合作为企业级多模型聚合调用的主力路由。", "2. 存在思考链签名与计费异常，对需精细化成本核算及模型深度推理透传的敏感业务有隐患。" ] }, "token_cost": { "total": 0.000575, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.000575, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "crawl_veridrop.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://veridrop.org/leaderboard" ], "elevate_at": "2026-08-16T10:45:59+00:00", "elevate_model": "qwen3.7-max" } }, { "schema_version": "0.2", "entry_id": "ASR-OBS-20260816-api-koozhan-com", "record_type": "observation", "title": "AI API 中转观测 · api.koozhan.com（veridrop 综合分 94）", "observed_at": "2026-08-16", "source": { "name": "veridrop.org/leaderboard", "url": "https://veridrop.org/leaderboard", "snapshot_hash": "ce14bb9ad71c3cb542ea18ad80f7304c282b26d68565389e076eebe577bb6d76", "fetched_at": "2026-08-16T10:45:56+00:00" }, "confidence": "medium", "human_stream": { "summary": "veridrop 公开检测数据（快照 2026-08-16）中，api.koozhan.com 综合分 94，基于 291 次检测；协议：Claude · OpenAI；最近检测 2026-08-15。常见问题标记：behavioral_signature、thinking_signature、token_billing。仅观测，不构成推荐。", "key_points": [ "综合分 94（贝叶斯加权，样本≥2 才参与排名）", "检测次数 291 · 最近检测 2026-08-15", "覆盖协议：Claude · OpenAI", "常见问题标记：behavioral_signature、thinking_signature、token_billing" ], "note": "数据来源为 veridrop 社区公开检测报告聚合，非本平台实测；使用前请以官方与最新检测报告为准。" }, "ai_stream": { "structured": { "rank": 1, "domain": "api.koozhan.com", "overall_score": 94, "detections": 291, "protocols": "Claude · OpenAI", "last_checked": "2026-08-15", "issues": [ "behavioral_signature", "thinking_signature", "token_billing" ], "detail_url": "https://veridrop.org/leaderboard/api.koozhan.com", "source_label": "veridrop-pro-leaderboard" }, "raw": [ { "rank": 1, "domain": "api.koozhan.com", "detail_url": "https://veridrop.org/leaderboard/api.koozhan.com", "detections": 291, "protocols": "Claude · OpenAI", "last_checked": "2026-08-15", "overall_score": 94, "issues": [ "behavioral_signature", "thinking_signature", "token_billing" ] } ], "insights": [ "1. 综合评分94且兼容双主流协议，高可用性突出，适合作为高并发核心业务的主力中转节点。", "2. 频现行为与思考签名及计费异常，存在风控拦截与账单争议风险，需强化请求特征伪装与额度监控。" ] }, "token_cost": { "total": 0.000321, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.000321, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "crawl_veridrop.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://veridrop.org/leaderboard" ], "elevate_at": "2026-08-16T10:45:59+00:00", "elevate_model": "qwen3.7-max" } }, { "schema_version": "0.2", "entry_id": "ASR-OBS-20260816-api-top-com", "record_type": "observation", "title": "AI API 中转观测 · api-top.com（veridrop 综合分 99）", "observed_at": "2026-08-16", "source": { "name": "veridrop.org/leaderboard", "url": "https://veridrop.org/leaderboard", "snapshot_hash": "ce14bb9ad71c3cb542ea18ad80f7304c282b26d68565389e076eebe577bb6d76", "fetched_at": "2026-08-16T10:45:56+00:00" }, "confidence": "medium", "human_stream": { "summary": "veridrop 公开检测数据（快照 2026-08-16）中，api-top.com 综合分 99，基于 650 次检测；协议：Claude · Gemini · OpenAI；最近检测 2026-08-16。常见问题标记：token_usage、integrity、token_billing。仅观测，不构成推荐。", "key_points": [ "综合分 99（贝叶斯加权，样本≥2 才参与排名）", "检测次数 650 · 最近检测 2026-08-16", "覆盖协议：Claude · Gemini · OpenAI", "常见问题标记：token_usage、integrity、token_billing" ], "note": "数据来源为 veridrop 社区公开检测报告聚合，非本平台实测；使用前请以官方与最新检测报告为准。" }, "ai_stream": { "structured": { "rank": 3, "domain": "api-top.com", "overall_score": 99, "detections": 650, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "issues": [ "token_usage", "integrity", "token_billing" ], "detail_url": "https://veridrop.org/leaderboard/api-top.com", "source_label": "veridrop-pro-leaderboard" }, "raw": [ { "rank": 3, "domain": "api-top.com", "detail_url": "https://veridrop.org/leaderboard/api-top.com", "detections": 650, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "overall_score": 99, "issues": [ "token_usage", "integrity", "token_billing" ] } ], "insights": [ "1. 综合分99且兼容三大主流模型，稳定性极佳，高度适合作为企业级多模型路由与高并发聚合网关。", "2. 频发计费、完整性与用量统计问题，高并发下易引发账单纠纷或响应截断，需严控对账与数据校验。" ] }, "token_cost": { "total": 0.00034, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.00034, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "crawl_veridrop.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://veridrop.org/leaderboard" ], "elevate_at": "2026-08-16T10:45:59+00:00", "elevate_model": "qwen3.7-max" } }, { "schema_version": "0.2", "entry_id": "ASR-OBS-20260816-code28-ccwu-cc", "record_type": "observation", "title": "AI API 中转观测 · code28.ccwu.cc（veridrop 综合分 100）", "observed_at": "2026-08-16", "source": { "name": "veridrop.org/leaderboard", "url": "https://veridrop.org/leaderboard", "snapshot_hash": "ce14bb9ad71c3cb542ea18ad80f7304c282b26d68565389e076eebe577bb6d76", "fetched_at": "2026-08-16T10:45:56+00:00" }, "confidence": "medium", "human_stream": { "summary": "veridrop 公开检测数据（快照 2026-08-16）中，code28.ccwu.cc 综合分 100，基于 2200 次检测；协议：Claude · Gemini · OpenAI；最近检测 2026-08-16。常见问题标记：thinking_signature、token_usage、token_billing。仅观测，不构成推荐。", "key_points": [ "综合分 100（贝叶斯加权，样本≥2 才参与排名）", "检测次数 2200 · 最近检测 2026-08-16", "覆盖协议：Claude · Gemini · OpenAI", "常见问题标记：thinking_signature、token_usage、token_billing" ], "note": "数据来源为 veridrop 社区公开检测报告聚合，非本平台实测；使用前请以官方与最新检测报告为准。" }, "ai_stream": { "structured": { "rank": 7, "domain": "code28.ccwu.cc", "overall_score": 100, "detections": 2200, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "issues": [ "thinking_signature", "token_usage", "token_billing" ], "detail_url": "https://veridrop.org/leaderboard/code28.ccwu.cc", "source_label": "veridrop-pro-leaderboard" }, "raw": [ { "rank": 7, "domain": "code28.ccwu.cc", "detail_url": "https://veridrop.org/leaderboard/code28.ccwu.cc", "detections": 2200, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "overall_score": 100, "issues": [ "thinking_signature", "token_usage", "token_billing" ] } ], "insights": [ "1. 满分且高频检测支持三大主流协议，极其稳定，适合作为高并发核心业务的统一网关。", "2. 存在思考签名与Token计费统计缺陷，易引发账单失控或审计风险，需警惕隐性成本。" ] }, "token_cost": { "total": 0.000318, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.000318, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "crawl_veridrop.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://veridrop.org/leaderboard" ], "elevate_at": "2026-08-16T10:45:59+00:00", "elevate_model": "qwen3.7-max" } }, { "schema_version": "0.2", "entry_id": "ASR-OBS-20260816-hapiopen-cc", "record_type": "observation", "title": "AI API 中转观测 · hapiopen.cc（veridrop 综合分 99）", "observed_at": "2026-08-16", "source": { "name": "veridrop.org/leaderboard", "url": "https://veridrop.org/leaderboard", "snapshot_hash": "ce14bb9ad71c3cb542ea18ad80f7304c282b26d68565389e076eebe577bb6d76", "fetched_at": "2026-08-16T10:45:56+00:00" }, "confidence": "medium", "human_stream": { "summary": "veridrop 公开检测数据（快照 2026-08-16）中，hapiopen.cc 综合分 99，基于 941 次检测；协议：Claude · Gemini · OpenAI；最近检测 2026-08-16。常见问题标记：pdf、token_usage、token_billing。仅观测，不构成推荐。", "key_points": [ "综合分 99（贝叶斯加权，样本≥2 才参与排名）", "检测次数 941 · 最近检测 2026-08-16", "覆盖协议：Claude · Gemini · OpenAI", "常见问题标记：pdf、token_usage、token_billing" ], "note": "数据来源为 veridrop 社区公开检测报告聚合，非本平台实测；使用前请以官方与最新检测报告为准。" }, "ai_stream": { "structured": { "rank": 6, "domain": "hapiopen.cc", "overall_score": 99, "detections": 941, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "issues": [ "pdf", "token_usage", "token_billing" ], "detail_url": "https://veridrop.org/leaderboard/hapiopen.cc", "source_label": "veridrop-pro-leaderboard" }, "raw": [ { "rank": 6, "domain": "hapiopen.cc", "detail_url": "https://veridrop.org/leaderboard/hapiopen.cc", "detections": 941, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "overall_score": 99, "issues": [ "pdf", "token_usage", "token_billing" ] } ], "insights": [ "1. 综合分99且兼容三大主流模型，稳定性卓越，极度契合高并发与多模型动态路由的核心生产环境。", "2. 计费与用量统计接口存在缺陷，且文档解析易报错，高频调用时需警惕财务对账混乱及长文本处理失败。" ] }, "token_cost": { "total": 0.00056, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.00056, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "crawl_veridrop.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://veridrop.org/leaderboard" ], "elevate_at": "2026-08-16T10:45:59+00:00", "elevate_model": "qwen3.7-max" } }, { "schema_version": "0.2", "entry_id": "ASR-OBS-20260816-passion8-cc", "record_type": "observation", "title": "AI API 中转观测 · passion8.cc（veridrop 综合分 98）", "observed_at": "2026-08-16", "source": { "name": "veridrop.org/leaderboard", "url": "https://veridrop.org/leaderboard", "snapshot_hash": "ce14bb9ad71c3cb542ea18ad80f7304c282b26d68565389e076eebe577bb6d76", "fetched_at": "2026-08-16T10:45:56+00:00" }, "confidence": "medium", "human_stream": { "summary": "veridrop 公开检测数据（快照 2026-08-16）中，passion8.cc 综合分 98，基于 2116 次检测；协议：Claude · Gemini · OpenAI；最近检测 2026-08-16。常见问题标记：token_usage、behavioral_signature、token_billing。仅观测，不构成推荐。", "key_points": [ "综合分 98（贝叶斯加权，样本≥2 才参与排名）", "检测次数 2116 · 最近检测 2026-08-16", "覆盖协议：Claude · Gemini · OpenAI", "常见问题标记：token_usage、behavioral_signature、token_billing" ], "note": "数据来源为 veridrop 社区公开检测报告聚合，非本平台实测；使用前请以官方与最新检测报告为准。" }, "ai_stream": { "structured": { "rank": 5, "domain": "passion8.cc", "overall_score": 98, "detections": 2116, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "issues": [ "token_usage", "behavioral_signature", "token_billing" ], "detail_url": "https://veridrop.org/leaderboard/passion8.cc", "source_label": "veridrop-pro-leaderboard" }, "raw": [ { "rank": 5, "domain": "passion8.cc", "detail_url": "https://veridrop.org/leaderboard/passion8.cc", "detections": 2116, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "overall_score": 98, "issues": [ "token_usage", "behavioral_signature", "token_billing" ] } ], "insights": [ "1. 综合分98且检测逾两千次，兼容三大头部模型，稳定性极佳，高度适配企业级多模型智能路由与高并发核心场景。", "2. 暴露用量统计、行为签名与计费缺陷，暗示账单核算精度不足及防刷风控薄弱，需严防API盗刷与超额账单纠纷。" ] }, "token_cost": { "total": 0.000566, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.000566, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "crawl_veridrop.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://veridrop.org/leaderboard" ], "elevate_at": "2026-08-16T10:45:59+00:00", "elevate_model": "qwen3.7-max" } }, { "schema_version": "0.2", "entry_id": "ASR-OBS-20260816-routemux-com", "record_type": "observation", "title": "AI API 中转观测 · routemux.com（veridrop 综合分 94）", "observed_at": "2026-08-16", "source": { "name": "veridrop.org/leaderboard", "url": "https://veridrop.org/leaderboard", "snapshot_hash": "ce14bb9ad71c3cb542ea18ad80f7304c282b26d68565389e076eebe577bb6d76", "fetched_at": "2026-08-16T10:45:56+00:00" }, "confidence": "medium", "human_stream": { "summary": "veridrop 公开检测数据（快照 2026-08-16）中，routemux.com 综合分 94，基于 350 次检测；协议：Claude · OpenAI；最近检测 2026-08-16。常见问题标记：thinking_signature、integrity、token_billing。仅观测，不构成推荐。", "key_points": [ "综合分 94（贝叶斯加权，样本≥2 才参与排名）", "检测次数 350 · 最近检测 2026-08-16", "覆盖协议：Claude · OpenAI", "常见问题标记：thinking_signature、integrity、token_billing" ], "note": "数据来源为 veridrop 社区公开检测报告聚合，非本平台实测；使用前请以官方与最新检测报告为准。" }, "ai_stream": { "structured": { "rank": 4, "domain": "routemux.com", "overall_score": 94, "detections": 350, "protocols": "Claude · OpenAI", "last_checked": "2026-08-16", "issues": [ "thinking_signature", "integrity", "token_billing" ], "detail_url": "https://veridrop.org/leaderboard/routemux.com", "source_label": "veridrop-pro-leaderboard" }, "raw": [ { "rank": 4, "domain": "routemux.com", "detail_url": "https://veridrop.org/leaderboard/routemux.com", "detections": 350, "protocols": "Claude · OpenAI", "last_checked": "2026-08-16", "overall_score": 94, "issues": [ "thinking_signature", "integrity", "token_billing" ] } ], "insights": [ "1. 综合评分94且支持双巨头协议，极其适合高并发、多模型灵活切换的生产级核心业务场景。", "2. 频发思考签名与计费异常，接入深度推理模型或长上下文任务时，务必做好本地账单核对与降级容错。" ] }, "token_cost": { "total": 0.00034, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.00034, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "crawl_veridrop.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://veridrop.org/leaderboard" ], "elevate_at": "2026-08-16T10:45:59+00:00", "elevate_model": "qwen3.7-max" } }, { "schema_version": "0.2", "entry_id": "ASR-OBS-20260816-wawapi-top", "record_type": "observation", "title": "AI API 中转观测 · wawapi.top（veridrop 综合分 100）", "observed_at": "2026-08-16", "source": { "name": "veridrop.org/leaderboard", "url": "https://veridrop.org/leaderboard", "snapshot_hash": "ce14bb9ad71c3cb542ea18ad80f7304c282b26d68565389e076eebe577bb6d76", "fetched_at": "2026-08-16T10:45:56+00:00" }, "confidence": "medium", "human_stream": { "summary": "veridrop 公开检测数据（快照 2026-08-16）中，wawapi.top 综合分 100，基于 2097 次检测；协议：Claude · Gemini · OpenAI；最近检测 2026-08-13。常见问题标记：thinking_signature、token_usage、token_billing。仅观测，不构成推荐。", "key_points": [ "综合分 100（贝叶斯加权，样本≥2 才参与排名）", "检测次数 2097 · 最近检测 2026-08-13", "覆盖协议：Claude · Gemini · OpenAI", "常见问题标记：thinking_signature、token_usage、token_billing" ], "note": "数据来源为 veridrop 社区公开检测报告聚合，非本平台实测；使用前请以官方与最新检测报告为准。" }, "ai_stream": { "structured": { "rank": 2, "domain": "wawapi.top", "overall_score": 100, "detections": 2097, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-13", "issues": [ "thinking_signature", "token_usage", "token_billing" ], "detail_url": "https://veridrop.org/leaderboard/wawapi.top", "source_label": "veridrop-pro-leaderboard" }, "raw": [ { "rank": 2, "domain": "wawapi.top", "detail_url": "https://veridrop.org/leaderboard/wawapi.top", "detections": 2097, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-13", "overall_score": 100, "issues": [ "thinking_signature", "token_usage", "token_billing" ] } ], "insights": [ "1. 满分且高频调用，完美兼容三大主流模型，极适合需高可用多模型路由的核心生产环境。", "2. 存在思考签名与Token计费统计瑕疵，接入Claude思考模式或需精确成本核算时需谨慎。" ] }, "token_cost": { "total": 0.00039, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.00039, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "crawl_veridrop.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://veridrop.org/leaderboard" ], "elevate_at": "2026-08-16T10:45:59+00:00", "elevate_model": "qwen3.7-max" } }, { "schema_version": "0.2", "entry_id": "ASR-OBS-20260816-wawazz-xyz", "record_type": "observation", "title": "AI API 中转观测 · wawazz.xyz（veridrop 综合分 98）", "observed_at": "2026-08-16", "source": { "name": "veridrop.org/leaderboard", "url": "https://veridrop.org/leaderboard", "snapshot_hash": "ce14bb9ad71c3cb542ea18ad80f7304c282b26d68565389e076eebe577bb6d76", "fetched_at": "2026-08-16T10:45:56+00:00" }, "confidence": "medium", "human_stream": { "summary": "veridrop 公开检测数据（快照 2026-08-16）中，wawazz.xyz 综合分 98，基于 1687 次检测；协议：Claude · Gemini · OpenAI；最近检测 2026-08-16。常见问题标记：thinking_signature、token_usage、token_billing。仅观测，不构成推荐。", "key_points": [ "综合分 98（贝叶斯加权，样本≥2 才参与排名）", "检测次数 1687 · 最近检测 2026-08-16", "覆盖协议：Claude · Gemini · OpenAI", "常见问题标记：thinking_signature、token_usage、token_billing" ], "note": "数据来源为 veridrop 社区公开检测报告聚合，非本平台实测；使用前请以官方与最新检测报告为准。" }, "ai_stream": { "structured": { "rank": 8, "domain": "wawazz.xyz", "overall_score": 98, "detections": 1687, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "issues": [ "thinking_signature", "token_usage", "token_billing" ], "detail_url": "https://veridrop.org/leaderboard/wawazz.xyz", "source_label": "veridrop-pro-leaderboard" }, "raw": [ { "rank": 8, "domain": "wawazz.xyz", "detail_url": "https://veridrop.org/leaderboard/wawazz.xyz", "detections": 1687, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "overall_score": 98, "issues": [ "thinking_signature", "token_usage", "token_billing" ] } ], "insights": [ "1. 综合分98且支持三大主流协议，极度适合对高可用与多模型路由要求严苛的企业级核心业务。", "2. 异常集中于思考签名与Token计费，接入Claude思考模式或需精准成本核算的场景需针对性测试。" ] }, "token_cost": { "total": 0.000336, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.000336, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "crawl_veridrop.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://veridrop.org/leaderboard" ], "elevate_at": "2026-08-16T10:45:59+00:00", "elevate_model": "qwen3.7-max" } }, { "schema_version": "0.2", "entry_id": "ASR-OBS-20260816-x-llm-net", "record_type": "observation", "title": "AI API 中转观测 · x-llm.net（veridrop 综合分 98）", "observed_at": "2026-08-16", "source": { "name": "veridrop.org/leaderboard", "url": "https://veridrop.org/leaderboard", "snapshot_hash": "ce14bb9ad71c3cb542ea18ad80f7304c282b26d68565389e076eebe577bb6d76", "fetched_at": "2026-08-16T10:45:56+00:00" }, "confidence": "medium", "human_stream": { "summary": "veridrop 公开检测数据（快照 2026-08-16）中，x-llm.net 综合分 98，基于 1193 次检测；协议：Claude · Gemini · OpenAI；最近检测 2026-08-16。常见问题标记：token_usage、pdf、token_billing。仅观测，不构成推荐。", "key_points": [ "综合分 98（贝叶斯加权，样本≥2 才参与排名）", "检测次数 1193 · 最近检测 2026-08-16", "覆盖协议：Claude · Gemini · OpenAI", "常见问题标记：token_usage、pdf、token_billing" ], "note": "数据来源为 veridrop 社区公开检测报告聚合，非本平台实测；使用前请以官方与最新检测报告为准。" }, "ai_stream": { "structured": { "rank": 9, "domain": "x-llm.net", "overall_score": 98, "detections": 1193, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "issues": [ "token_usage", "pdf", "token_billing" ], "detail_url": "https://veridrop.org/leaderboard/x-llm.net", "source_label": "veridrop-pro-leaderboard" }, "raw": [ { "rank": 9, "domain": "x-llm.net", "detail_url": "https://veridrop.org/leaderboard/x-llm.net", "detections": 1193, "protocols": "Claude · Gemini · OpenAI", "last_checked": "2026-08-16", "overall_score": 98, "issues": [ "token_usage", "pdf", "token_billing" ] } ], "insights": [ "1. 综合分98且支持三大主流协议，稳定性极佳，适合对多模型切换要求严苛的核心生产环境。", "2. 存在token计费与PDF处理瑕疵，财务对账要求高或重度依赖文档解析的业务需增设二次校验。" ] }, "token_cost": { "total": 0.000346, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.000346, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "crawl_veridrop.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://veridrop.org/leaderboard" ], "elevate_at": "2026-08-16T10:45:59+00:00", "elevate_model": "qwen3.7-max" } }, { "schema_version": "0.2", "entry_id": "ASR-PAPER-20260816-2608-02870", "record_type": "paper", "title": "今日论文 · Maglev: Sliding Recurrent Memory", "observed_at": "2026-08-16", "source": { "name": "huggingface.co/api/daily_papers", "url": "https://huggingface.co/api/daily_papers?limit=10", "snapshot_hash": "735b0882f0ad228e42c868385e901b1b1e78b57fb562534343256eb58fd33f9a", "fetched_at": "2026-08-16T10:45:59+00:00" }, "confidence": "medium", "human_stream": { "summary": "We introduce , a recurrent Transformer architecture with fixed-size memory that generalizes sliding-window attention while remaining parallelizable during training. consists of two coupled models: a prefiller Q, which leverages full attentionIn practice, we use interleaved full and sliding-window attention for Q, as this yields stronger performance. The essential requirement is that Q be more exp", "key_points": [ "论文 ID 2608.02870", "作者 Bo Liu、Qiang Liu", "发布 2026-08-05T00:00:00.000Z" ], "note": "来源为 HuggingFace daily papers 公开 API；完整阅读请走原文链接。" }, "ai_stream": { "structured": { "paper_id": "2608.02870", "title": "Maglev: Sliding Recurrent Memory", "authors": [ "Bo Liu", "Qiang Liu" ], "published_at": "2026-08-05T00:00:00.000Z", "url": "https://huggingface.co/papers/2608.02870", "source_label": "hf-daily-papers" }, "raw": [ { "paper_id": "2608.02870", "title": "Maglev: Sliding Recurrent Memory", "authors": [ "Bo Liu", "Qiang Liu" ], "summary": "We introduce , a recurrent Transformer architecture with fixed-size memory that generalizes sliding-window attention while remaining parallelizable during training. consists of two coupled models: a prefiller Q, which leverages full attentionIn practice, we use interleaved full and sliding-window attention for Q, as this yields stronger performance. The essential requirement is that Q be more expressive than P, with access to the full history. to produce memory targets m'_t, and a decoder P, which uses only sliding-window attention and recurrent K/V injection to produce decoder memories m_t f", "published_at": "2026-08-05T00:00:00.000Z", "submitted_on_daily_at": null, "url": "https://huggingface.co/papers/2608.02870" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_hf_papers.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://huggingface.co/api/daily_papers?limit=10" ] } }, { "schema_version": "0.2", "entry_id": "ASR-PAPER-20260816-2608-06914", "record_type": "paper", "title": "今日论文 · RibAssist 3D: Biplanar Rib-Fracture Detection, Addressing, and Selective 3D Localization from CT-Derived Projections", "observed_at": "2026-08-16", "source": { "name": "huggingface.co/api/daily_papers", "url": "https://huggingface.co/api/daily_papers?limit=10", "snapshot_hash": "735b0882f0ad228e42c868385e901b1b1e78b57fb562534343256eb58fd33f9a", "fetched_at": "2026-08-16T10:45:59+00:00" }, "confidence": "medium", "human_stream": { "summary": "Rib fractures are common and time-consuming to localize on computed tomography (CT). We ask whether fractures detected independently in two orthogonal CT-derived projections (anteroposterior and lateral) can be paired across views and triangulated into reliable 3D points at a controlled rate of false outputs, and we answer it with a staged diagnostic study. The projection geometry is exact, and gi", "key_points": [ "论文 ID 2608.06914", "作者 Kabila Haile Soboka", "发布 2026-08-10T00:00:00.000Z" ], "note": "来源为 HuggingFace daily papers 公开 API；完整阅读请走原文链接。" }, "ai_stream": { "structured": { "paper_id": "2608.06914", "title": "RibAssist 3D: Biplanar Rib-Fracture Detection, Addressing, and Selective 3D Localization from CT-Derived Projections", "authors": [ "Kabila Haile Soboka" ], "published_at": "2026-08-10T00:00:00.000Z", "url": "https://huggingface.co/papers/2608.06914", "source_label": "hf-daily-papers" }, "raw": [ { "paper_id": "2608.06914", "title": "RibAssist 3D: Biplanar Rib-Fracture Detection, Addressing, and Selective 3D Localization from CT-Derived Projections", "authors": [ "Kabila Haile Soboka" ], "summary": "Rib fractures are common and time-consuming to localize on computed tomography (CT). We ask whether fractures detected independently in two orthogonal CT-derived projections (anteroposterior and lateral) can be paired across views and triangulated into reliable 3D points at a controlled rate of false outputs, and we answer it with a staged diagnostic study. The projection geometry is exact, and given correct correspondence, localization is accurate (median 4.0 mm, 88% within 10 mm, 93.6% rib-exact). On a sealed 55-case cohort, a large share of fractures is in principle recoverable (61.1% dual-", "published_at": "2026-08-10T00:00:00.000Z", "submitted_on_daily_at": null, "url": "https://huggingface.co/papers/2608.06914" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_hf_papers.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://huggingface.co/api/daily_papers?limit=10" ] } }, { "schema_version": "0.2", "entry_id": "ASR-PAPER-20260816-2608-08020", "record_type": "paper", "title": "今日论文 · Thought-Level Beam Search for Reasoning", "observed_at": "2026-08-16", "source": { "name": "huggingface.co/api/daily_papers", "url": "https://huggingface.co/api/daily_papers?limit=10", "snapshot_hash": "735b0882f0ad228e42c868385e901b1b1e78b57fb562534343256eb58fd33f9a", "fetched_at": "2026-08-16T10:45:59+00:00" }, "confidence": "medium", "human_stream": { "summary": "Test-time compute scaling is a primary driver of performance in large reasoning models (LRMs), but extreme inefficiency bounds current approaches, shifting the critical question from how much compute to spend, to where to allocate it. We formalize test-time reasoning as a constrained compute allocation problem over partial trajectories. Under a fixed hardware budget, existing paradigms fail to act", "key_points": [ "论文 ID 2608.08020", "作者 Lijie Yang、Hongyin Luo、Jiawei Zhao、Tri Dao、Ravi Netravali", "发布 2026-08-11T00:00:00.000Z" ], "note": "来源为 HuggingFace daily papers 公开 API；完整阅读请走原文链接。" }, "ai_stream": { "structured": { "paper_id": "2608.08020", "title": "Thought-Level Beam Search for Reasoning", "authors": [ "Lijie Yang", "Hongyin Luo", "Jiawei Zhao", "Tri Dao", "Ravi Netravali" ], "published_at": "2026-08-11T00:00:00.000Z", "url": "https://huggingface.co/papers/2608.08020", "source_label": "hf-daily-papers" }, "raw": [ { "paper_id": "2608.08020", "title": "Thought-Level Beam Search for Reasoning", "authors": [ "Lijie Yang", "Hongyin Luo", "Jiawei Zhao", "Tri Dao", "Ravi Netravali" ], "summary": "Test-time compute scaling is a primary driver of performance in large reasoning models (LRMs), but extreme inefficiency bounds current approaches, shifting the critical question from how much compute to spend, to where to allocate it. We formalize test-time reasoning as a constrained compute allocation problem over partial trajectories. Under a fixed hardware budget, existing paradigms fail to actively allocate the compute to the most promising partial progress: traditional parallel sampling treats traces independently and induces severe memory bottlenecks, while subtractive pruning starves ha", "published_at": "2026-08-11T00:00:00.000Z", "submitted_on_daily_at": null, "url": "https://huggingface.co/papers/2608.08020" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_hf_papers.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://huggingface.co/api/daily_papers?limit=10" ] } }, { "schema_version": "0.2", "entry_id": "ASR-PAPER-20260816-2608-08606", "record_type": "paper", "title": "今日论文 · Mitigating Gender Bias in English to Romanian Machine Translation", "observed_at": "2026-08-16", "source": { "name": "huggingface.co/api/daily_papers", "url": "https://huggingface.co/api/daily_papers?limit=10", "snapshot_hash": "735b0882f0ad228e42c868385e901b1b1e78b57fb562534343256eb58fd33f9a", "fetched_at": "2026-08-16T10:45:59+00:00" }, "confidence": "medium", "human_stream": { "summary": "Machine translation (MT) systems often fail to correctly translate gender, especially when converting from a gender-neutral language like English to a gendered target language such as Romanian. This bias results in translations that default to masculine forms or reinforce gender stereotypes. We propose a hybrid pipeline to mitigate this issue by combining large language model (LLM)-based gender cl", "key_points": [ "论文 ID 2608.08606", "作者 Ioana Grigore、Sergiu Nisioi", "发布 2026-08-09T00:00:00.000Z" ], "note": "来源为 HuggingFace daily papers 公开 API；完整阅读请走原文链接。" }, "ai_stream": { "structured": { "paper_id": "2608.08606", "title": "Mitigating Gender Bias in English to Romanian Machine Translation", "authors": [ "Ioana Grigore", "Sergiu Nisioi" ], "published_at": "2026-08-09T00:00:00.000Z", "url": "https://huggingface.co/papers/2608.08606", "source_label": "hf-daily-papers" }, "raw": [ { "paper_id": "2608.08606", "title": "Mitigating Gender Bias in English to Romanian Machine Translation", "authors": [ "Ioana Grigore", "Sergiu Nisioi" ], "summary": "Machine translation (MT) systems often fail to correctly translate gender, especially when converting from a gender-neutral language like English to a gendered target language such as Romanian. This bias results in translations that default to masculine forms or reinforce gender stereotypes. We propose a hybrid pipeline to mitigate this issue by combining large language model (LLM)-based gender classification with neural machine translation (NMT). Our system uses a fine-tuned LLM to detect the intended gender of target words in English sentences and insert inline gender hint tags. These tagged", "published_at": "2026-08-09T00:00:00.000Z", "submitted_on_daily_at": null, "url": "https://huggingface.co/papers/2608.08606" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_hf_papers.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://huggingface.co/api/daily_papers?limit=10" ] } }, { "schema_version": "0.2", "entry_id": "ASR-PAPER-20260816-2608-09158", "record_type": "paper", "title": "今日论文 · From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs", "observed_at": "2026-08-16", "source": { "name": "huggingface.co/api/daily_papers", "url": "https://huggingface.co/api/daily_papers?limit=10", "snapshot_hash": "735b0882f0ad228e42c868385e901b1b1e78b57fb562534343256eb58fd33f9a", "fetched_at": "2026-08-16T10:45:59+00:00" }, "confidence": "medium", "human_stream": { "summary": "Large audio-language models (LALMs) have demonstrated strong capabilities in understanding diverse audio inputs. This diversity includes low-frequency signals that are inaudible to humans but can still enter the model and influence its generation. However, the practical impact of such low-frequency inputs on LALMs remains largely unexplored. In this paper, we propose Intermittent Low-Frequency Loc", "key_points": [ "论文 ID 2608.09158", "作者 Yuanhe Zhang、Weiliu Wang、Jie Ren、Liang Lin、Zhenhong Zhou、Haoran Gao", "发布 2026-08-10T00:00:00.000Z" ], "note": "来源为 HuggingFace daily papers 公开 API；完整阅读请走原文链接。" }, "ai_stream": { "structured": { "paper_id": "2608.09158", "title": "From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs", "authors": [ "Yuanhe Zhang", "Weiliu Wang", "Jie Ren", "Liang Lin", "Zhenhong Zhou", "Haoran Gao", "Kun Wang", "Chen Li", "Li Sun", "Sen Su" ], "published_at": "2026-08-10T00:00:00.000Z", "url": "https://huggingface.co/papers/2608.09158", "source_label": "hf-daily-papers" }, "raw": [ { "paper_id": "2608.09158", "title": "From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs", "authors": [ "Yuanhe Zhang", "Weiliu Wang", "Jie Ren", "Liang Lin", "Zhenhong Zhou", "Haoran Gao", "Kun Wang", "Chen Li", "Li Sun", "Sen Su" ], "summary": "Large audio-language models (LALMs) have demonstrated strong capabilities in understanding diverse audio inputs. This diversity includes low-frequency signals that are inaudible to humans but can still enter the model and influence its generation. However, the practical impact of such low-frequency inputs on LALMs remains largely unexplored. In this paper, we propose Intermittent Low-Frequency Lockout (ILL), an inaudible red teaming method that evaluates this risk using a universal waveform template in a black box setting. ILL uses Sentence Attention Scale Estimation to determine active interv", "published_at": "2026-08-10T00:00:00.000Z", "submitted_on_daily_at": null, "url": "https://huggingface.co/papers/2608.09158" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_hf_papers.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://huggingface.co/api/daily_papers?limit=10" ] } }, { "schema_version": "0.2", "entry_id": "ASR-PAPER-20260816-2608-11660", "record_type": "paper", "title": "今日论文 · Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing", "observed_at": "2026-08-16", "source": { "name": "huggingface.co/api/daily_papers", "url": "https://huggingface.co/api/daily_papers?limit=10", "snapshot_hash": "735b0882f0ad228e42c868385e901b1b1e78b57fb562534343256eb58fd33f9a", "fetched_at": "2026-08-16T10:45:59+00:00" }, "confidence": "medium", "human_stream": { "summary": "Large language models (LLMs) achieve remarkable performance across natural language tasks, yet they are trained on static corpora and their knowledge quickly becomes outdated in a fast-changing world. This motivates knowledge editing (KE), which updates specific knowledge in an LLM without changing unrelated others. Recent works move from structured knowledge triples toward unstructured KE (UKE), ", "key_points": [ "论文 ID 2608.11660", "作者 Tianci Liu、Zihan Dong、Tianchun Li、Yi-Chung Chen、Qiming Cao、Xingchen Wang", "发布 2026-08-12T00:00:00.000Z" ], "note": "来源为 HuggingFace daily papers 公开 API；完整阅读请走原文链接。" }, "ai_stream": { "structured": { "paper_id": "2608.11660", "title": "Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing", "authors": [ "Tianci Liu", "Zihan Dong", "Tianchun Li", "Yi-Chung Chen", "Qiming Cao", "Xingchen Wang", "Shiyang Wang", "Zichen Miao", "Linjun Zhang", "Haoyu Wang", "Jing Gao" ], "published_at": "2026-08-12T00:00:00.000Z", "url": "https://huggingface.co/papers/2608.11660", "source_label": "hf-daily-papers" }, "raw": [ { "paper_id": "2608.11660", "title": "Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing", "authors": [ "Tianci Liu", "Zihan Dong", "Tianchun Li", "Yi-Chung Chen", "Qiming Cao", "Xingchen Wang", "Shiyang Wang", "Zichen Miao", "Linjun Zhang", "Haoyu Wang", "Jing Gao" ], "summary": "Large language models (LLMs) achieve remarkable performance across natural language tasks, yet they are trained on static corpora and their knowledge quickly becomes outdated in a fast-changing world. This motivates knowledge editing (KE), which updates specific knowledge in an LLM without changing unrelated others. Recent works move from structured knowledge triples toward unstructured KE (UKE), where the edit is a free-form passage that may state multiple facts at once. Nonetheless, existing editors inject such a passage yet fail to use it: the edited model can recall the passage, but can ne", "published_at": "2026-08-12T00:00:00.000Z", "submitted_on_daily_at": null, "url": "https://huggingface.co/papers/2608.11660" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_hf_papers.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://huggingface.co/api/daily_papers?limit=10" ] } }, { "schema_version": "0.2", "entry_id": "ASR-PAPER-20260816-2608-12313", "record_type": "paper", "title": "今日论文 · AVA-Encoder: Towards Agent-Native Video Representation Learning", "observed_at": "2026-08-16", "source": { "name": "huggingface.co/api/daily_papers", "url": "https://huggingface.co/api/daily_papers?limit=10", "snapshot_hash": "735b0882f0ad228e42c868385e901b1b1e78b57fb562534343256eb58fd33f9a", "fetched_at": "2026-08-16T10:45:59+00:00" }, "confidence": "medium", "human_stream": { "summary": "Creative agents still lack an effective way to learn from high-quality human films, limiting their ability to produce cinematic-grade videos. A key challenge is the absence of a structured video representation that is both faithful to film content and directly usable for agentic reasoning and manipulation. To address the challenge, we propose the Agentic Video Auto-Encoder (AVA-Encoder), a framewo", "key_points": [ "论文 ID 2608.12313", "作者 Chuyue Li、Jinpeng Yu、Haozhe Wang、Tian Xueyun、Zhijing Zhang、Bingnan Li", "发布 2026-08-12T00:00:00.000Z" ], "note": "来源为 HuggingFace daily papers 公开 API；完整阅读请走原文链接。" }, "ai_stream": { "structured": { "paper_id": "2608.12313", "title": "AVA-Encoder: Towards Agent-Native Video Representation Learning", "authors": [ "Chuyue Li", "Jinpeng Yu", "Haozhe Wang", "Tian Xueyun", "Zhijing Zhang", "Bingnan Li", "Shuqi Gu", "Kan Ren", "Jiaming Liu", "Ruihua Hua" ], "published_at": "2026-08-12T00:00:00.000Z", "url": "https://huggingface.co/papers/2608.12313", "source_label": "hf-daily-papers" }, "raw": [ { "paper_id": "2608.12313", "title": "AVA-Encoder: Towards Agent-Native Video Representation Learning", "authors": [ "Chuyue Li", "Jinpeng Yu", "Haozhe Wang", "Tian Xueyun", "Zhijing Zhang", "Bingnan Li", "Shuqi Gu", "Kan Ren", "Jiaming Liu", "Ruihua Hua" ], "summary": "Creative agents still lack an effective way to learn from high-quality human films, limiting their ability to produce cinematic-grade videos. A key challenge is the absence of a structured video representation that is both faithful to film content and directly usable for agentic reasoning and manipulation. To address the challenge, we propose the Agentic Video Auto-Encoder (AVA-Encoder), a framework for learning agent-native video representations via agentic auto-encoding.\n AVA-Encoder transforms a video into a knowledge graph (KG) representation and then reconstructs it back into video. Its ", "published_at": "2026-08-12T00:00:00.000Z", "submitted_on_daily_at": null, "url": "https://huggingface.co/papers/2608.12313" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_hf_papers.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://huggingface.co/api/daily_papers?limit=10" ] } }, { "schema_version": "0.2", "entry_id": "ASR-PAPER-20260816-2608-12440", "record_type": "paper", "title": "今日论文 · Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review", "observed_at": "2026-08-16", "source": { "name": "huggingface.co/api/daily_papers", "url": "https://huggingface.co/api/daily_papers?limit=10", "snapshot_hash": "735b0882f0ad228e42c868385e901b1b1e78b57fb562534343256eb58fd33f9a", "fetched_at": "2026-08-16T10:45:59+00:00" }, "confidence": "medium", "human_stream": { "summary": "This paper reports a single, fully instrumented case study of a large-scale architectural refactoring by an AI coding agent under a specification-first protocol, with no human review of the generated code and no pre-existing oracle to validate the target behaviour. The task, dismantling a central invariant across a large interdependent codebase, was assessed by the author as effectively infeasible", "key_points": [ "论文 ID 2608.12440", "作者 Joel Abenhaim", "发布 2026-08-12T00:00:00.000Z" ], "note": "来源为 HuggingFace daily papers 公开 API；完整阅读请走原文链接。" }, "ai_stream": { "structured": { "paper_id": "2608.12440", "title": "Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review", "authors": [ "Joel Abenhaim" ], "published_at": "2026-08-12T00:00:00.000Z", "url": "https://huggingface.co/papers/2608.12440", "source_label": "hf-daily-papers" }, "raw": [ { "paper_id": "2608.12440", "title": "Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review", "authors": [ "Joel Abenhaim" ], "summary": "This paper reports a single, fully instrumented case study of a large-scale architectural refactoring by an AI coding agent under a specification-first protocol, with no human review of the generated code and no pre-existing oracle to validate the target behaviour. The task, dismantling a central invariant across a large interdependent codebase, was assessed by the author as effectively infeasible through incremental refactoring, the kind of change that conventionally calls for a rewrite instead. Under the protocol described here, the agent completed it successfully.\n The system is a 717,725-", "published_at": "2026-08-12T00:00:00.000Z", "submitted_on_daily_at": null, "url": "https://huggingface.co/papers/2608.12440" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_hf_papers.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://huggingface.co/api/daily_papers?limit=10" ] } }, { "schema_version": "0.2", "entry_id": "ASR-PAPER-20260816-2608-12997", "record_type": "paper", "title": "今日论文 · PixSDS: Why Latent SDS Makes Noisy Pixels", "observed_at": "2026-08-16", "source": { "name": "huggingface.co/api/daily_papers", "url": "https://huggingface.co/api/daily_papers?limit=10", "snapshot_hash": "735b0882f0ad228e42c868385e901b1b1e78b57fb562534343256eb58fd33f9a", "fetched_at": "2026-08-16T10:45:59+00:00" }, "confidence": "medium", "human_stream": { "summary": "Score Distillation Sampling (SDS) enables text-to-3D generation by optimizing rendered images with a pretrained diffusion prior, but latent SDS often produces structured color artifacts and high-frequency texture noise. We identify a failure mode of latent SDS caused by VAE-induced pixel drift: the optimized image can move along pixel-space directions that are weakly constrained by the VAE encoder", "key_points": [ "论文 ID 2608.12997", "作者 Vsevolod Skorokhodov", "发布 2026-08-13T00:00:00.000Z" ], "note": "来源为 HuggingFace daily papers 公开 API；完整阅读请走原文链接。" }, "ai_stream": { "structured": { "paper_id": "2608.12997", "title": "PixSDS: Why Latent SDS Makes Noisy Pixels", "authors": [ "Vsevolod Skorokhodov" ], "published_at": "2026-08-13T00:00:00.000Z", "url": "https://huggingface.co/papers/2608.12997", "source_label": "hf-daily-papers" }, "raw": [ { "paper_id": "2608.12997", "title": "PixSDS: Why Latent SDS Makes Noisy Pixels", "authors": [ "Vsevolod Skorokhodov" ], "summary": "Score Distillation Sampling (SDS) enables text-to-3D generation by optimizing rendered images with a pretrained diffusion prior, but latent SDS often produces structured color artifacts and high-frequency texture noise. We identify a failure mode of latent SDS caused by VAE-induced pixel drift: the optimized image can move along pixel-space directions that are weakly constrained by the VAE encoder, so its latent representation remains clean and semantically meaningful while the image itself accumulates visible artifacts. We support this diagnosis with controlled 2D SDS experiments, VAE-only op", "published_at": "2026-08-13T00:00:00.000Z", "submitted_on_daily_at": null, "url": "https://huggingface.co/papers/2608.12997" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_hf_papers.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://huggingface.co/api/daily_papers?limit=10" ] } }, { "schema_version": "0.2", "entry_id": "ASR-PAPER-20260816-2608-13391", "record_type": "paper", "title": "今日论文 · Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation", "observed_at": "2026-08-16", "source": { "name": "huggingface.co/api/daily_papers", "url": "https://huggingface.co/api/daily_papers?limit=10", "snapshot_hash": "735b0882f0ad228e42c868385e901b1b1e78b57fb562534343256eb58fd33f9a", "fetched_at": "2026-08-16T10:45:59+00:00" }, "confidence": "medium", "human_stream": { "summary": "Interactive autoregressive video generation demands both low-latency rollouts and precise online control. Few-step distillation accelerates generation by reducing denoising steps, while online control imposes a causal constraint: frames and blocks should depend on history and controls available during generation. Existing video distribution matching distillation (DMD) pipelines, however, often sup", "key_points": [ "论文 ID 2608.13391", "作者 Hmrishav Bandyopadhyay、Xuanchi Ren、Zijian Huang、Jay Zhangjie Wu、Tianshi Cao、Ruilong Li", "发布 2026-08-13T00:00:00.000Z" ], "note": "来源为 HuggingFace daily papers 公开 API；完整阅读请走原文链接。" }, "ai_stream": { "structured": { "paper_id": "2608.13391", "title": "Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation", "authors": [ "Hmrishav Bandyopadhyay", "Xuanchi Ren", "Zijian Huang", "Jay Zhangjie Wu", "Tianshi Cao", "Ruilong Li", "Bryan Chu", "Sanja Fidler", "Yi-Zhe Song", "Zian Wang" ], "published_at": "2026-08-13T00:00:00.000Z", "url": "https://huggingface.co/papers/2608.13391", "source_label": "hf-daily-papers" }, "raw": [ { "paper_id": "2608.13391", "title": "Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation", "authors": [ "Hmrishav Bandyopadhyay", "Xuanchi Ren", "Zijian Huang", "Jay Zhangjie Wu", "Tianshi Cao", "Ruilong Li", "Bryan Chu", "Sanja Fidler", "Yi-Zhe Song", "Zian Wang" ], "summary": "Interactive autoregressive video generation demands both low-latency rollouts and precise online control. Few-step distillation accelerates generation by reducing denoising steps, while online control imposes a causal constraint: frames and blocks should depend on history and controls available during generation. Existing video distribution matching distillation (DMD) pipelines, however, often supervise causal few-step students using bidirectional teachers that score complete clips. The score for a target can therefore depend on future frames and controls that were unavailable when the student", "published_at": "2026-08-13T00:00:00.000Z", "submitted_on_daily_at": null, "url": "https://huggingface.co/papers/2608.13391" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_hf_papers.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://huggingface.co/api/daily_papers?limit=10" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-anthropics", "record_type": "skill_registry", "title": "Skill 生态 · anthropics（605 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 anthropics 官方 Skill 生态：605 个 Skill（GitHub 仓库 18 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 605", "仓库数 18", "目录页 https://www.skills.sh/anthropics" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "anthropics", "repos": 18, "skills": 605, "url": "https://www.skills.sh/anthropics", "source_label": "skills.sh-official" }, "raw": [ { "creator": "anthropics", "repos": 18, "skills": 605, "url": "https://www.skills.sh/anthropics" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-apify", "record_type": "skill_registry", "title": "Skill 生态 · apify（38 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 apify 官方 Skill 生态：38 个 Skill（GitHub 仓库 5 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 38", "仓库数 5", "目录页 https://www.skills.sh/apify" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "apify", "repos": 5, "skills": 38, "url": "https://www.skills.sh/apify", "source_label": "skills.sh-official" }, "raw": [ { "creator": "apify", "repos": 5, "skills": 38, "url": "https://www.skills.sh/apify" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-apollographql", "record_type": "skill_registry", "title": "Skill 生态 · apollographql（15 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 apollographql 官方 Skill 生态：15 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 15", "仓库数 2", "目录页 https://www.skills.sh/apollographql" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "apollographql", "repos": 2, "skills": 15, "url": "https://www.skills.sh/apollographql", "source_label": "skills.sh-official" }, "raw": [ { "creator": "apollographql", "repos": 2, "skills": 15, "url": "https://www.skills.sh/apollographql" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-astronomer", "record_type": "skill_registry", "title": "Skill 生态 · astronomer（29 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 astronomer 官方 Skill 生态：29 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 29", "仓库数 1", "目录页 https://www.skills.sh/astronomer" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "astronomer", "repos": 1, "skills": 29, "url": "https://www.skills.sh/astronomer", "source_label": "skills.sh-official" }, "raw": [ { "creator": "astronomer", "repos": 1, "skills": 29, "url": "https://www.skills.sh/astronomer" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-auth0", "record_type": "skill_registry", "title": "Skill 生态 · auth0（34 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 auth0 官方 Skill 生态：34 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 34", "仓库数 1", "目录页 https://www.skills.sh/auth0" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "auth0", "repos": 1, "skills": 34, "url": "https://www.skills.sh/auth0", "source_label": "skills.sh-official" }, "raw": [ { "creator": "auth0", "repos": 1, "skills": 34, "url": "https://www.skills.sh/auth0" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-automattic", "record_type": "skill_registry", "title": "Skill 生态 · automattic（40 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 automattic 官方 Skill 生态：40 个 Skill（GitHub 仓库 9 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 40", "仓库数 9", "目录页 https://www.skills.sh/automattic" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "automattic", "repos": 9, "skills": 40, "url": "https://www.skills.sh/automattic", "source_label": "skills.sh-official" }, "raw": [ { "creator": "automattic", "repos": 9, "skills": 40, "url": "https://www.skills.sh/automattic" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-aws", "record_type": "skill_registry", "title": "Skill 生态 · aws（99 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 aws 官方 Skill 生态：99 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 99", "仓库数 1", "目录页 https://www.skills.sh/aws" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "aws", "repos": 1, "skills": 99, "url": "https://www.skills.sh/aws", "source_label": "skills.sh-official" }, "raw": [ { "creator": "aws", "repos": 1, "skills": 99, "url": "https://www.skills.sh/aws" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-axiomhq", "record_type": "skill_registry", "title": "Skill 生态 · axiomhq（12 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 axiomhq 官方 Skill 生态：12 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 12", "仓库数 3", "目录页 https://www.skills.sh/axiomhq" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "axiomhq", "repos": 3, "skills": 12, "url": "https://www.skills.sh/axiomhq", "source_label": "skills.sh-official" }, "raw": [ { "creator": "axiomhq", "repos": 3, "skills": 12, "url": "https://www.skills.sh/axiomhq" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-base", "record_type": "skill_registry", "title": "Skill 生态 · base（25 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 base 官方 Skill 生态：25 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 25", "仓库数 3", "目录页 https://www.skills.sh/base" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "base", "repos": 3, "skills": 25, "url": "https://www.skills.sh/base", "source_label": "skills.sh-official" }, "raw": [ { "creator": "base", "repos": 3, "skills": 25, "url": "https://www.skills.sh/base" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-better-auth", "record_type": "skill_registry", "title": "Skill 生态 · better-auth（13 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 better-auth 官方 Skill 生态：13 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 13", "仓库数 3", "目录页 https://www.skills.sh/better-auth" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "better-auth", "repos": 3, "skills": 13, "url": "https://www.skills.sh/better-auth", "source_label": "skills.sh-official" }, "raw": [ { "creator": "better-auth", "repos": 3, "skills": 13, "url": "https://www.skills.sh/better-auth" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-bitwarden", "record_type": "skill_registry", "title": "Skill 生态 · bitwarden（65 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 bitwarden 官方 Skill 生态：65 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 65", "仓库数 3", "目录页 https://www.skills.sh/bitwarden" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "bitwarden", "repos": 3, "skills": 65, "url": "https://www.skills.sh/bitwarden", "source_label": "skills.sh-official" }, "raw": [ { "creator": "bitwarden", "repos": 3, "skills": 65, "url": "https://www.skills.sh/bitwarden" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-box", "record_type": "skill_registry", "title": "Skill 生态 · box（5 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 box 官方 Skill 生态：5 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 5", "仓库数 1", "目录页 https://www.skills.sh/box" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "box", "repos": 1, "skills": 5, "url": "https://www.skills.sh/box", "source_label": "skills.sh-official" }, "raw": [ { "creator": "box", "repos": 1, "skills": 5, "url": "https://www.skills.sh/box" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-brave", "record_type": "skill_registry", "title": "Skill 生态 · brave（26 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 brave 官方 Skill 生态：26 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 26", "仓库数 2", "目录页 https://www.skills.sh/brave" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "brave", "repos": 2, "skills": 26, "url": "https://www.skills.sh/brave", "source_label": "skills.sh-official" }, "raw": [ { "creator": "brave", "repos": 2, "skills": 26, "url": "https://www.skills.sh/brave" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-browser-use", "record_type": "skill_registry", "title": "Skill 生态 · browser-use（11 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 browser-use 官方 Skill 生态：11 个 Skill（GitHub 仓库 5 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 11", "仓库数 5", "目录页 https://www.skills.sh/browser-use" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "browser-use", "repos": 5, "skills": 11, "url": "https://www.skills.sh/browser-use", "source_label": "skills.sh-official" }, "raw": [ { "creator": "browser-use", "repos": 5, "skills": 11, "url": "https://www.skills.sh/browser-use" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-browserbase", "record_type": "skill_registry", "title": "Skill 生态 · browserbase（16 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 browserbase 官方 Skill 生态：16 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 16", "仓库数 2", "目录页 https://www.skills.sh/browserbase" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "browserbase", "repos": 2, "skills": 16, "url": "https://www.skills.sh/browserbase", "source_label": "skills.sh-official" }, "raw": [ { "creator": "browserbase", "repos": 2, "skills": 16, "url": "https://www.skills.sh/browserbase" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-callstackincubator", "record_type": "skill_registry", "title": "Skill 生态 · callstackincubator（21 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 callstackincubator 官方 Skill 生态：21 个 Skill（GitHub 仓库 9 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 21", "仓库数 9", "目录页 https://www.skills.sh/callstackincubator" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "callstackincubator", "repos": 9, "skills": 21, "url": "https://www.skills.sh/callstackincubator", "source_label": "skills.sh-official" }, "raw": [ { "creator": "callstackincubator", "repos": 9, "skills": 21, "url": "https://www.skills.sh/callstackincubator" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-clerk", "record_type": "skill_registry", "title": "Skill 生态 · clerk（31 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 clerk 官方 Skill 生态：31 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 31", "仓库数 2", "目录页 https://www.skills.sh/clerk" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "clerk", "repos": 2, "skills": 31, "url": "https://www.skills.sh/clerk", "source_label": "skills.sh-official" }, "raw": [ { "creator": "clerk", "repos": 2, "skills": 31, "url": "https://www.skills.sh/clerk" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-clickhouse", "record_type": "skill_registry", "title": "Skill 生态 · clickhouse（33 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 clickhouse 官方 Skill 生态：33 个 Skill（GitHub 仓库 6 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 33", "仓库数 6", "目录页 https://www.skills.sh/clickhouse" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "clickhouse", "repos": 6, "skills": 33, "url": "https://www.skills.sh/clickhouse", "source_label": "skills.sh-official" }, "raw": [ { "creator": "clickhouse", "repos": 6, "skills": 33, "url": "https://www.skills.sh/clickhouse" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-cloudflare", "record_type": "skill_registry", "title": "Skill 生态 · cloudflare（138 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 cloudflare 官方 Skill 生态：138 个 Skill（GitHub 仓库 17 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 138", "仓库数 17", "目录页 https://www.skills.sh/cloudflare" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "cloudflare", "repos": 17, "skills": 138, "url": "https://www.skills.sh/cloudflare", "source_label": "skills.sh-official" }, "raw": [ { "creator": "cloudflare", "repos": 17, "skills": 138, "url": "https://www.skills.sh/cloudflare" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-coderabbitai", "record_type": "skill_registry", "title": "Skill 生态 · coderabbitai（6 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 coderabbitai 官方 Skill 生态：6 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 6", "仓库数 3", "目录页 https://www.skills.sh/coderabbitai" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "coderabbitai", "repos": 3, "skills": 6, "url": "https://www.skills.sh/coderabbitai", "source_label": "skills.sh-official" }, "raw": [ { "creator": "coderabbitai", "repos": 3, "skills": 6, "url": "https://www.skills.sh/coderabbitai" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-coinbase", "record_type": "skill_registry", "title": "Skill 生态 · coinbase（29 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 coinbase 官方 Skill 生态：29 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 29", "仓库数 2", "目录页 https://www.skills.sh/coinbase" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "coinbase", "repos": 2, "skills": 29, "url": "https://www.skills.sh/coinbase", "source_label": "skills.sh-official" }, "raw": [ { "creator": "coinbase", "repos": 2, "skills": 29, "url": "https://www.skills.sh/coinbase" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-contentful", "record_type": "skill_registry", "title": "Skill 生态 · contentful（7 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 contentful 官方 Skill 生态：7 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 7", "仓库数 2", "目录页 https://www.skills.sh/contentful" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "contentful", "repos": 2, "skills": 7, "url": "https://www.skills.sh/contentful", "source_label": "skills.sh-official" }, "raw": [ { "creator": "contentful", "repos": 2, "skills": 7, "url": "https://www.skills.sh/contentful" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-contentstack", "record_type": "skill_registry", "title": "Skill 生态 · contentstack（21 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 contentstack 官方 Skill 生态：21 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 21", "仓库数 2", "目录页 https://www.skills.sh/contentstack" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "contentstack", "repos": 2, "skills": 21, "url": "https://www.skills.sh/contentstack", "source_label": "skills.sh-official" }, "raw": [ { "creator": "contentstack", "repos": 2, "skills": 21, "url": "https://www.skills.sh/contentstack" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-convex-dev", "record_type": "skill_registry", "title": "Skill 生态 · convex-dev（9 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 convex-dev 官方 Skill 生态：9 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 9", "仓库数 1", "目录页 https://www.skills.sh/convex-dev" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "convex-dev", "repos": 1, "skills": 9, "url": "https://www.skills.sh/convex-dev", "source_label": "skills.sh-official" }, "raw": [ { "creator": "convex-dev", "repos": 1, "skills": 9, "url": "https://www.skills.sh/convex-dev" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-dagster-io", "record_type": "skill_registry", "title": "Skill 生态 · dagster-io（53 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 dagster-io 官方 Skill 生态：53 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 53", "仓库数 4", "目录页 https://www.skills.sh/dagster-io" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "dagster-io", "repos": 4, "skills": 53, "url": "https://www.skills.sh/dagster-io", "source_label": "skills.sh-official" }, "raw": [ { "creator": "dagster-io", "repos": 4, "skills": 53, "url": "https://www.skills.sh/dagster-io" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-dash0hq", "record_type": "skill_registry", "title": "Skill 生态 · dash0hq（4 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 dash0hq 官方 Skill 生态：4 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 4", "仓库数 1", "目录页 https://www.skills.sh/dash0hq" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "dash0hq", "repos": 1, "skills": 4, "url": "https://www.skills.sh/dash0hq", "source_label": "skills.sh-official" }, "raw": [ { "creator": "dash0hq", "repos": 1, "skills": 4, "url": "https://www.skills.sh/dash0hq" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-datadog-labs", "record_type": "skill_registry", "title": "Skill 生态 · datadog-labs（43 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 datadog-labs 官方 Skill 生态：43 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 43", "仓库数 3", "目录页 https://www.skills.sh/datadog-labs" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "datadog-labs", "repos": 3, "skills": 43, "url": "https://www.skills.sh/datadog-labs", "source_label": "skills.sh-official" }, "raw": [ { "creator": "datadog-labs", "repos": 3, "skills": 43, "url": "https://www.skills.sh/datadog-labs" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-dbt-labs", "record_type": "skill_registry", "title": "Skill 生态 · dbt-labs（14 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 dbt-labs 官方 Skill 生态：14 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 14", "仓库数 1", "目录页 https://www.skills.sh/dbt-labs" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "dbt-labs", "repos": 1, "skills": 14, "url": "https://www.skills.sh/dbt-labs", "source_label": "skills.sh-official" }, "raw": [ { "creator": "dbt-labs", "repos": 1, "skills": 14, "url": "https://www.skills.sh/dbt-labs" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-deepgram", "record_type": "skill_registry", "title": "Skill 生态 · deepgram（22 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 deepgram 官方 Skill 生态：22 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 22", "仓库数 4", "目录页 https://www.skills.sh/deepgram" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "deepgram", "repos": 4, "skills": 22, "url": "https://www.skills.sh/deepgram", "source_label": "skills.sh-official" }, "raw": [ { "creator": "deepgram", "repos": 4, "skills": 22, "url": "https://www.skills.sh/deepgram" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-denoland", "record_type": "skill_registry", "title": "Skill 生态 · denoland（6 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 denoland 官方 Skill 生态：6 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 6", "仓库数 1", "目录页 https://www.skills.sh/denoland" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "denoland", "repos": 1, "skills": 6, "url": "https://www.skills.sh/denoland", "source_label": "skills.sh-official" }, "raw": [ { "creator": "denoland", "repos": 1, "skills": 6, "url": "https://www.skills.sh/denoland" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-elevenlabs", "record_type": "skill_registry", "title": "Skill 生态 · elevenlabs（12 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 elevenlabs 官方 Skill 生态：12 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 12", "仓库数 2", "目录页 https://www.skills.sh/elevenlabs" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "elevenlabs", "repos": 2, "skills": 12, "url": "https://www.skills.sh/elevenlabs", "source_label": "skills.sh-official" }, "raw": [ { "creator": "elevenlabs", "repos": 2, "skills": 12, "url": "https://www.skills.sh/elevenlabs" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-encoredev", "record_type": "skill_registry", "title": "Skill 生态 · encoredev（30 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 encoredev 官方 Skill 生态：30 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 30", "仓库数 1", "目录页 https://www.skills.sh/encoredev" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "encoredev", "repos": 1, "skills": 30, "url": "https://www.skills.sh/encoredev", "source_label": "skills.sh-official" }, "raw": [ { "creator": "encoredev", "repos": 1, "skills": 30, "url": "https://www.skills.sh/encoredev" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-exploreomni", "record_type": "skill_registry", "title": "Skill 生态 · exploreomni（27 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 exploreomni 官方 Skill 生态：27 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 27", "仓库数 3", "目录页 https://www.skills.sh/exploreomni" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "exploreomni", "repos": 3, "skills": 27, "url": "https://www.skills.sh/exploreomni", "source_label": "skills.sh-official" }, "raw": [ { "creator": "exploreomni", "repos": 3, "skills": 27, "url": "https://www.skills.sh/exploreomni" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-expo", "record_type": "skill_registry", "title": "Skill 生态 · expo（18 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 expo 官方 Skill 生态：18 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 18", "仓库数 2", "目录页 https://www.skills.sh/expo" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "expo", "repos": 2, "skills": 18, "url": "https://www.skills.sh/expo", "source_label": "skills.sh-official" }, "raw": [ { "creator": "expo", "repos": 2, "skills": 18, "url": "https://www.skills.sh/expo" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-facebook", "record_type": "skill_registry", "title": "Skill 生态 · facebook（14 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 facebook 官方 Skill 生态：14 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 14", "仓库数 4", "目录页 https://www.skills.sh/facebook" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "facebook", "repos": 4, "skills": 14, "url": "https://www.skills.sh/facebook", "source_label": "skills.sh-official" }, "raw": [ { "creator": "facebook", "repos": 4, "skills": 14, "url": "https://www.skills.sh/facebook" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-factory-ai", "record_type": "skill_registry", "title": "Skill 生态 · factory-ai（43 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 factory-ai 官方 Skill 生态：43 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 43", "仓库数 3", "目录页 https://www.skills.sh/factory-ai" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "factory-ai", "repos": 3, "skills": 43, "url": "https://www.skills.sh/factory-ai", "source_label": "skills.sh-official" }, "raw": [ { "creator": "factory-ai", "repos": 3, "skills": 43, "url": "https://www.skills.sh/factory-ai" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-figma", "record_type": "skill_registry", "title": "Skill 生态 · figma（25 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 figma 官方 Skill 生态：25 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 25", "仓库数 2", "目录页 https://www.skills.sh/figma" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "figma", "repos": 2, "skills": 25, "url": "https://www.skills.sh/figma", "source_label": "skills.sh-official" }, "raw": [ { "creator": "figma", "repos": 2, "skills": 25, "url": "https://www.skills.sh/figma" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-firebase", "record_type": "skill_registry", "title": "Skill 生态 · firebase（55 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 firebase 官方 Skill 生态：55 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 55", "仓库数 4", "目录页 https://www.skills.sh/firebase" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "firebase", "repos": 4, "skills": 55, "url": "https://www.skills.sh/firebase", "source_label": "skills.sh-official" }, "raw": [ { "creator": "firebase", "repos": 4, "skills": 55, "url": "https://www.skills.sh/firebase" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-firecrawl", "record_type": "skill_registry", "title": "Skill 生态 · firecrawl（286 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 firecrawl 官方 Skill 生态：286 个 Skill（GitHub 仓库 14 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 286", "仓库数 14", "目录页 https://www.skills.sh/firecrawl" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "firecrawl", "repos": 14, "skills": 286, "url": "https://www.skills.sh/firecrawl", "source_label": "skills.sh-official" }, "raw": [ { "creator": "firecrawl", "repos": 14, "skills": 286, "url": "https://www.skills.sh/firecrawl" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-flutter", "record_type": "skill_registry", "title": "Skill 生态 · flutter（88 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 flutter 官方 Skill 生态：88 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 88", "仓库数 4", "目录页 https://www.skills.sh/flutter" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "flutter", "repos": 4, "skills": 88, "url": "https://www.skills.sh/flutter", "source_label": "skills.sh-official" }, "raw": [ { "creator": "flutter", "repos": 4, "skills": 88, "url": "https://www.skills.sh/flutter" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-getsentry", "record_type": "skill_registry", "title": "Skill 生态 · getsentry（302 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 getsentry 官方 Skill 生态：302 个 Skill（GitHub 仓库 21 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 302", "仓库数 21", "目录页 https://www.skills.sh/getsentry" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "getsentry", "repos": 21, "skills": 302, "url": "https://www.skills.sh/getsentry", "source_label": "skills.sh-official" }, "raw": [ { "creator": "getsentry", "repos": 21, "skills": 302, "url": "https://www.skills.sh/getsentry" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-github", "record_type": "skill_registry", "title": "Skill 生态 · github（406 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 github 官方 Skill 生态：406 个 Skill（GitHub 仓库 8 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 406", "仓库数 8", "目录页 https://www.skills.sh/github" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "github", "repos": 8, "skills": 406, "url": "https://www.skills.sh/github", "source_label": "skills.sh-official" }, "raw": [ { "creator": "github", "repos": 8, "skills": 406, "url": "https://www.skills.sh/github" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-google-gemini", "record_type": "skill_registry", "title": "Skill 生态 · google-gemini（29 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 google-gemini 官方 Skill 生态：29 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 29", "仓库数 4", "目录页 https://www.skills.sh/google-gemini" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "google-gemini", "repos": 4, "skills": 29, "url": "https://www.skills.sh/google-gemini", "source_label": "skills.sh-official" }, "raw": [ { "creator": "google-gemini", "repos": 4, "skills": 29, "url": "https://www.skills.sh/google-gemini" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-google-labs-code", "record_type": "skill_registry", "title": "Skill 生态 · google-labs-code（30 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 google-labs-code 官方 Skill 生态：30 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 30", "仓库数 4", "目录页 https://www.skills.sh/google-labs-code" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "google-labs-code", "repos": 4, "skills": 30, "url": "https://www.skills.sh/google-labs-code", "source_label": "skills.sh-official" }, "raw": [ { "creator": "google-labs-code", "repos": 4, "skills": 30, "url": "https://www.skills.sh/google-labs-code" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-hashicorp", "record_type": "skill_registry", "title": "Skill 生态 · hashicorp（74 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 hashicorp 官方 Skill 生态：74 个 Skill（GitHub 仓库 5 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 74", "仓库数 5", "目录页 https://www.skills.sh/hashicorp" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "hashicorp", "repos": 5, "skills": 74, "url": "https://www.skills.sh/hashicorp", "source_label": "skills.sh-official" }, "raw": [ { "creator": "hashicorp", "repos": 5, "skills": 74, "url": "https://www.skills.sh/hashicorp" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-huggingface", "record_type": "skill_registry", "title": "Skill 生态 · huggingface（45 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 huggingface 官方 Skill 生态：45 个 Skill（GitHub 仓库 11 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 45", "仓库数 11", "目录页 https://www.skills.sh/huggingface" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "huggingface", "repos": 11, "skills": 45, "url": "https://www.skills.sh/huggingface", "source_label": "skills.sh-official" }, "raw": [ { "creator": "huggingface", "repos": 11, "skills": 45, "url": "https://www.skills.sh/huggingface" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-kotlin", "record_type": "skill_registry", "title": "Skill 生态 · kotlin（4 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 kotlin 官方 Skill 生态：4 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 4", "仓库数 1", "目录页 https://www.skills.sh/kotlin" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "kotlin", "repos": 1, "skills": 4, "url": "https://www.skills.sh/kotlin", "source_label": "skills.sh-official" }, "raw": [ { "creator": "kotlin", "repos": 1, "skills": 4, "url": "https://www.skills.sh/kotlin" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-langchain-ai", "record_type": "skill_registry", "title": "Skill 生态 · langchain-ai（86 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 langchain-ai 官方 Skill 生态：86 个 Skill（GitHub 仓库 6 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 86", "仓库数 6", "目录页 https://www.skills.sh/langchain-ai" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "langchain-ai", "repos": 6, "skills": 86, "url": "https://www.skills.sh/langchain-ai", "source_label": "skills.sh-official" }, "raw": [ { "creator": "langchain-ai", "repos": 6, "skills": 86, "url": "https://www.skills.sh/langchain-ai" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-langfuse", "record_type": "skill_registry", "title": "Skill 生态 · langfuse（23 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 langfuse 官方 Skill 生态：23 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 23", "仓库数 2", "目录页 https://www.skills.sh/langfuse" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "langfuse", "repos": 2, "skills": 23, "url": "https://www.skills.sh/langfuse", "source_label": "skills.sh-official" }, "raw": [ { "creator": "langfuse", "repos": 2, "skills": 23, "url": "https://www.skills.sh/langfuse" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-launchdarkly", "record_type": "skill_registry", "title": "Skill 生态 · launchdarkly（68 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 launchdarkly 官方 Skill 生态：68 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 68", "仓库数 3", "目录页 https://www.skills.sh/launchdarkly" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "launchdarkly", "repos": 3, "skills": 68, "url": "https://www.skills.sh/launchdarkly", "source_label": "skills.sh-official" }, "raw": [ { "creator": "launchdarkly", "repos": 3, "skills": 68, "url": "https://www.skills.sh/launchdarkly" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-livekit", "record_type": "skill_registry", "title": "Skill 生态 · livekit（1 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 livekit 官方 Skill 生态：1 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 1", "仓库数 1", "目录页 https://www.skills.sh/livekit/agent-skills" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "livekit", "repos": 1, "skills": 1, "url": "https://www.skills.sh/livekit/agent-skills", "source_label": "skills.sh-official" }, "raw": [ { "creator": "livekit", "repos": 1, "skills": 1, "url": "https://www.skills.sh/livekit/agent-skills" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-makenotion", "record_type": "skill_registry", "title": "Skill 生态 · makenotion（23 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 makenotion 官方 Skill 生态：23 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 23", "仓库数 4", "目录页 https://www.skills.sh/makenotion" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "makenotion", "repos": 4, "skills": 23, "url": "https://www.skills.sh/makenotion", "source_label": "skills.sh-official" }, "raw": [ { "creator": "makenotion", "repos": 4, "skills": 23, "url": "https://www.skills.sh/makenotion" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-mapbox", "record_type": "skill_registry", "title": "Skill 生态 · mapbox（24 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 mapbox 官方 Skill 生态：24 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 24", "仓库数 2", "目录页 https://www.skills.sh/mapbox" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "mapbox", "repos": 2, "skills": 24, "url": "https://www.skills.sh/mapbox", "source_label": "skills.sh-official" }, "raw": [ { "creator": "mapbox", "repos": 2, "skills": 24, "url": "https://www.skills.sh/mapbox" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-mastra-ai", "record_type": "skill_registry", "title": "Skill 生态 · mastra-ai（19 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 mastra-ai 官方 Skill 生态：19 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 19", "仓库数 3", "目录页 https://www.skills.sh/mastra-ai" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "mastra-ai", "repos": 3, "skills": 19, "url": "https://www.skills.sh/mastra-ai", "source_label": "skills.sh-official" }, "raw": [ { "creator": "mastra-ai", "repos": 3, "skills": 19, "url": "https://www.skills.sh/mastra-ai" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-mcp-use", "record_type": "skill_registry", "title": "Skill 生态 · mcp-use（6 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 mcp-use 官方 Skill 生态：6 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 6", "仓库数 2", "目录页 https://www.skills.sh/mcp-use" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "mcp-use", "repos": 2, "skills": 6, "url": "https://www.skills.sh/mcp-use", "source_label": "skills.sh-official" }, "raw": [ { "creator": "mcp-use", "repos": 2, "skills": 6, "url": "https://www.skills.sh/mcp-use" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-medusajs", "record_type": "skill_registry", "title": "Skill 生态 · medusajs（30 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 medusajs 官方 Skill 生态：30 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 30", "仓库数 2", "目录页 https://www.skills.sh/medusajs" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "medusajs", "repos": 2, "skills": 30, "url": "https://www.skills.sh/medusajs", "source_label": "skills.sh-official" }, "raw": [ { "creator": "medusajs", "repos": 2, "skills": 30, "url": "https://www.skills.sh/medusajs" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-microsoft", "record_type": "skill_registry", "title": "Skill 生态 · microsoft（582 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 microsoft 官方 Skill 生态：582 个 Skill（GitHub 仓库 51 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 582", "仓库数 51", "目录页 https://www.skills.sh/microsoft" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "microsoft", "repos": 51, "skills": 582, "url": "https://www.skills.sh/microsoft", "source_label": "skills.sh-official" }, "raw": [ { "creator": "microsoft", "repos": 51, "skills": 582, "url": "https://www.skills.sh/microsoft" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-modal-labs", "record_type": "skill_registry", "title": "Skill 生态 · modal-labs（1 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 modal-labs 官方 Skill 生态：1 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 1", "仓库数 1", "目录页 https://www.skills.sh/modal-labs/modal-client" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "modal-labs", "repos": 1, "skills": 1, "url": "https://www.skills.sh/modal-labs/modal-client", "source_label": "skills.sh-official" }, "raw": [ { "creator": "modal-labs", "repos": 1, "skills": 1, "url": "https://www.skills.sh/modal-labs/modal-client" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-mongodb", "record_type": "skill_registry", "title": "Skill 生态 · mongodb（9 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 mongodb 官方 Skill 生态：9 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 9", "仓库数 1", "目录页 https://www.skills.sh/mongodb" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "mongodb", "repos": 1, "skills": 9, "url": "https://www.skills.sh/mongodb", "source_label": "skills.sh-official" }, "raw": [ { "creator": "mongodb", "repos": 1, "skills": 9, "url": "https://www.skills.sh/mongodb" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-n8n-io", "record_type": "skill_registry", "title": "Skill 生态 · n8n-io（41 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 n8n-io 官方 Skill 生态：41 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 41", "仓库数 2", "目录页 https://www.skills.sh/n8n-io" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "n8n-io", "repos": 2, "skills": 41, "url": "https://www.skills.sh/n8n-io", "source_label": "skills.sh-official" }, "raw": [ { "creator": "n8n-io", "repos": 2, "skills": 41, "url": "https://www.skills.sh/n8n-io" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-neondatabase", "record_type": "skill_registry", "title": "Skill 生态 · neondatabase（22 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 neondatabase 官方 Skill 生态：22 个 Skill（GitHub 仓库 7 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 22", "仓库数 7", "目录页 https://www.skills.sh/neondatabase" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "neondatabase", "repos": 7, "skills": 22, "url": "https://www.skills.sh/neondatabase", "source_label": "skills.sh-official" }, "raw": [ { "creator": "neondatabase", "repos": 7, "skills": 22, "url": "https://www.skills.sh/neondatabase" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-nuxt", "record_type": "skill_registry", "title": "Skill 生态 · nuxt（7 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 nuxt 官方 Skill 生态：7 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 7", "仓库数 4", "目录页 https://www.skills.sh/nuxt" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "nuxt", "repos": 4, "skills": 7, "url": "https://www.skills.sh/nuxt", "source_label": "skills.sh-official" }, "raw": [ { "creator": "nuxt", "repos": 4, "skills": 7, "url": "https://www.skills.sh/nuxt" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-nvidia", "record_type": "skill_registry", "title": "Skill 生态 · nvidia（0 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 nvidia 官方 Skill 生态：0 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 0", "仓库数 1", "目录页 https://www.skills.sh/nvidia" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "nvidia", "repos": 1, "skills": 0, "url": "https://www.skills.sh/nvidia", "source_label": "skills.sh-official" }, "raw": [ { "creator": "nvidia", "repos": 1, "skills": 0, "url": "https://www.skills.sh/nvidia" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-openai", "record_type": "skill_registry", "title": "Skill 生态 · openai（278 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 openai 官方 Skill 生态：278 个 Skill（GitHub 仓库 8 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 278", "仓库数 8", "目录页 https://www.skills.sh/openai" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "openai", "repos": 8, "skills": 278, "url": "https://www.skills.sh/openai", "source_label": "skills.sh-official" }, "raw": [ { "creator": "openai", "repos": 8, "skills": 278, "url": "https://www.skills.sh/openai" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-openshift", "record_type": "skill_registry", "title": "Skill 生态 · openshift（24 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 openshift 官方 Skill 生态：24 个 Skill（GitHub 仓库 5 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 24", "仓库数 5", "目录页 https://www.skills.sh/openshift" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "openshift", "repos": 5, "skills": 24, "url": "https://www.skills.sh/openshift", "source_label": "skills.sh-official" }, "raw": [ { "creator": "openshift", "repos": 5, "skills": 24, "url": "https://www.skills.sh/openshift" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-parallel-web", "record_type": "skill_registry", "title": "Skill 生态 · parallel-web（16 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 parallel-web 官方 Skill 生态：16 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 16", "仓库数 2", "目录页 https://www.skills.sh/parallel-web" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "parallel-web", "repos": 2, "skills": 16, "url": "https://www.skills.sh/parallel-web", "source_label": "skills.sh-official" }, "raw": [ { "creator": "parallel-web", "repos": 2, "skills": 16, "url": "https://www.skills.sh/parallel-web" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-pinecone-io", "record_type": "skill_registry", "title": "Skill 生态 · pinecone-io（27 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 pinecone-io 官方 Skill 生态：27 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 27", "仓库数 4", "目录页 https://www.skills.sh/pinecone-io" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "pinecone-io", "repos": 4, "skills": 27, "url": "https://www.skills.sh/pinecone-io", "source_label": "skills.sh-official" }, "raw": [ { "creator": "pinecone-io", "repos": 4, "skills": 27, "url": "https://www.skills.sh/pinecone-io" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-planetscale", "record_type": "skill_registry", "title": "Skill 生态 · planetscale（8 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 planetscale 官方 Skill 生态：8 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 8", "仓库数 2", "目录页 https://www.skills.sh/planetscale" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "planetscale", "repos": 2, "skills": 8, "url": "https://www.skills.sh/planetscale", "source_label": "skills.sh-official" }, "raw": [ { "creator": "planetscale", "repos": 2, "skills": 8, "url": "https://www.skills.sh/planetscale" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-posthog", "record_type": "skill_registry", "title": "Skill 生态 · posthog（262 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 posthog 官方 Skill 生态：262 个 Skill（GitHub 仓库 7 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 262", "仓库数 7", "目录页 https://www.skills.sh/posthog" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "posthog", "repos": 7, "skills": 262, "url": "https://www.skills.sh/posthog", "source_label": "skills.sh-official" }, "raw": [ { "creator": "posthog", "repos": 7, "skills": 262, "url": "https://www.skills.sh/posthog" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-prisma", "record_type": "skill_registry", "title": "Skill 生态 · prisma（95 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 prisma 官方 Skill 生态：95 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 95", "仓库数 4", "目录页 https://www.skills.sh/prisma" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "prisma", "repos": 4, "skills": 95, "url": "https://www.skills.sh/prisma", "source_label": "skills.sh-official" }, "raw": [ { "creator": "prisma", "repos": 4, "skills": 95, "url": "https://www.skills.sh/prisma" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-projectopensea", "record_type": "skill_registry", "title": "Skill 生态 · projectopensea（1 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 projectopensea 官方 Skill 生态：1 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 1", "仓库数 1", "目录页 https://www.skills.sh/projectopensea/opensea-skill" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "projectopensea", "repos": 1, "skills": 1, "url": "https://www.skills.sh/projectopensea/opensea-skill", "source_label": "skills.sh-official" }, "raw": [ { "creator": "projectopensea", "repos": 1, "skills": 1, "url": "https://www.skills.sh/projectopensea/opensea-skill" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-pulumi", "record_type": "skill_registry", "title": "Skill 生态 · pulumi（32 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 pulumi 官方 Skill 生态：32 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 32", "仓库数 2", "目录页 https://www.skills.sh/pulumi" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "pulumi", "repos": 2, "skills": 32, "url": "https://www.skills.sh/pulumi", "source_label": "skills.sh-official" }, "raw": [ { "creator": "pulumi", "repos": 2, "skills": 32, "url": "https://www.skills.sh/pulumi" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-pytorch", "record_type": "skill_registry", "title": "Skill 生态 · pytorch（14 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 pytorch 官方 Skill 生态：14 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 14", "仓库数 1", "目录页 https://www.skills.sh/pytorch" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "pytorch", "repos": 1, "skills": 14, "url": "https://www.skills.sh/pytorch", "source_label": "skills.sh-official" }, "raw": [ { "creator": "pytorch", "repos": 1, "skills": 14, "url": "https://www.skills.sh/pytorch" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-redis", "record_type": "skill_registry", "title": "Skill 生态 · redis（15 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 redis 官方 Skill 生态：15 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 15", "仓库数 2", "目录页 https://www.skills.sh/redis" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "redis", "repos": 2, "skills": 15, "url": "https://www.skills.sh/redis", "source_label": "skills.sh-official" }, "raw": [ { "creator": "redis", "repos": 2, "skills": 15, "url": "https://www.skills.sh/redis" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-remotion-dev", "record_type": "skill_registry", "title": "Skill 生态 · remotion-dev（19 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 remotion-dev 官方 Skill 生态：19 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 19", "仓库数 4", "目录页 https://www.skills.sh/remotion-dev" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "remotion-dev", "repos": 4, "skills": 19, "url": "https://www.skills.sh/remotion-dev", "source_label": "skills.sh-official" }, "raw": [ { "creator": "remotion-dev", "repos": 4, "skills": 19, "url": "https://www.skills.sh/remotion-dev" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-resend", "record_type": "skill_registry", "title": "Skill 生态 · resend（13 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 resend 官方 Skill 生态：13 个 Skill（GitHub 仓库 6 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 13", "仓库数 6", "目录页 https://www.skills.sh/resend" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "resend", "repos": 6, "skills": 13, "url": "https://www.skills.sh/resend", "source_label": "skills.sh-official" }, "raw": [ { "creator": "resend", "repos": 6, "skills": 13, "url": "https://www.skills.sh/resend" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-rivet-dev", "record_type": "skill_registry", "title": "Skill 生态 · rivet-dev（11 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 rivet-dev 官方 Skill 生态：11 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 11", "仓库数 3", "目录页 https://www.skills.sh/rivet-dev" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "rivet-dev", "repos": 3, "skills": 11, "url": "https://www.skills.sh/rivet-dev", "source_label": "skills.sh-official" }, "raw": [ { "creator": "rivet-dev", "repos": 3, "skills": 11, "url": "https://www.skills.sh/rivet-dev" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-runwayml", "record_type": "skill_registry", "title": "Skill 生态 · runwayml（32 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 runwayml 官方 Skill 生态：32 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 32", "仓库数 2", "目录页 https://www.skills.sh/runwayml" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "runwayml", "repos": 2, "skills": 32, "url": "https://www.skills.sh/runwayml", "source_label": "skills.sh-official" }, "raw": [ { "creator": "runwayml", "repos": 2, "skills": 32, "url": "https://www.skills.sh/runwayml" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-sanity-io", "record_type": "skill_registry", "title": "Skill 生态 · sanity-io（48 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 sanity-io 官方 Skill 生态：48 个 Skill（GitHub 仓库 6 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 48", "仓库数 6", "目录页 https://www.skills.sh/sanity-io" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "sanity-io", "repos": 6, "skills": 48, "url": "https://www.skills.sh/sanity-io", "source_label": "skills.sh-official" }, "raw": [ { "creator": "sanity-io", "repos": 6, "skills": 48, "url": "https://www.skills.sh/sanity-io" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-semgrep", "record_type": "skill_registry", "title": "Skill 生态 · semgrep（6 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 semgrep 官方 Skill 生态：6 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 6", "仓库数 3", "目录页 https://www.skills.sh/semgrep" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "semgrep", "repos": 3, "skills": 6, "url": "https://www.skills.sh/semgrep", "source_label": "skills.sh-official" }, "raw": [ { "creator": "semgrep", "repos": 3, "skills": 6, "url": "https://www.skills.sh/semgrep" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-shopify", "record_type": "skill_registry", "title": "Skill 生态 · shopify（37 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 shopify 官方 Skill 生态：37 个 Skill（GitHub 仓库 4 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 37", "仓库数 4", "目录页 https://www.skills.sh/shopify" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "shopify", "repos": 4, "skills": 37, "url": "https://www.skills.sh/shopify", "source_label": "skills.sh-official" }, "raw": [ { "creator": "shopify", "repos": 4, "skills": 37, "url": "https://www.skills.sh/shopify" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-signoz", "record_type": "skill_registry", "title": "Skill 生态 · signoz（13 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 signoz 官方 Skill 生态：13 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 13", "仓库数 1", "目录页 https://www.skills.sh/signoz" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "signoz", "repos": 1, "skills": 13, "url": "https://www.skills.sh/signoz", "source_label": "skills.sh-official" }, "raw": [ { "creator": "signoz", "repos": 1, "skills": 13, "url": "https://www.skills.sh/signoz" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-streamlit", "record_type": "skill_registry", "title": "Skill 生态 · streamlit（38 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 streamlit 官方 Skill 生态：38 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 38", "仓库数 2", "目录页 https://www.skills.sh/streamlit" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "streamlit", "repos": 2, "skills": 38, "url": "https://www.skills.sh/streamlit", "source_label": "skills.sh-official" }, "raw": [ { "creator": "streamlit", "repos": 2, "skills": 38, "url": "https://www.skills.sh/streamlit" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-stripe", "record_type": "skill_registry", "title": "Skill 生态 · stripe（11 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 stripe 官方 Skill 生态：11 个 Skill（GitHub 仓库 5 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 11", "仓库数 5", "目录页 https://www.skills.sh/stripe" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "stripe", "repos": 5, "skills": 11, "url": "https://www.skills.sh/stripe", "source_label": "skills.sh-official" }, "raw": [ { "creator": "stripe", "repos": 5, "skills": 11, "url": "https://www.skills.sh/stripe" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-supabase", "record_type": "skill_registry", "title": "Skill 生态 · supabase（17 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 supabase 官方 Skill 生态：17 个 Skill（GitHub 仓库 3 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 17", "仓库数 3", "目录页 https://www.skills.sh/supabase" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "supabase", "repos": 3, "skills": 17, "url": "https://www.skills.sh/supabase", "source_label": "skills.sh-official" }, "raw": [ { "creator": "supabase", "repos": 3, "skills": 17, "url": "https://www.skills.sh/supabase" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-sveltejs", "record_type": "skill_registry", "title": "Skill 生态 · sveltejs（3 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 sveltejs 官方 Skill 生态：3 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 3", "仓库数 2", "目录页 https://www.skills.sh/sveltejs" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "sveltejs", "repos": 2, "skills": 3, "url": "https://www.skills.sh/sveltejs", "source_label": "skills.sh-official" }, "raw": [ { "creator": "sveltejs", "repos": 2, "skills": 3, "url": "https://www.skills.sh/sveltejs" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-tavily-ai", "record_type": "skill_registry", "title": "Skill 生态 · tavily-ai（20 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 tavily-ai 官方 Skill 生态：20 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 20", "仓库数 2", "目录页 https://www.skills.sh/tavily-ai" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "tavily-ai", "repos": 2, "skills": 20, "url": "https://www.skills.sh/tavily-ai", "source_label": "skills.sh-official" }, "raw": [ { "creator": "tavily-ai", "repos": 2, "skills": 20, "url": "https://www.skills.sh/tavily-ai" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-temporalio", "record_type": "skill_registry", "title": "Skill 生态 · temporalio（7 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 temporalio 官方 Skill 生态：7 个 Skill（GitHub 仓库 6 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 7", "仓库数 6", "目录页 https://www.skills.sh/temporalio" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "temporalio", "repos": 6, "skills": 7, "url": "https://www.skills.sh/temporalio", "source_label": "skills.sh-official" }, "raw": [ { "creator": "temporalio", "repos": 6, "skills": 7, "url": "https://www.skills.sh/temporalio" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-tinybirdco", "record_type": "skill_registry", "title": "Skill 生态 · tinybirdco（4 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 tinybirdco 官方 Skill 生态：4 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 4", "仓库数 1", "目录页 https://www.skills.sh/tinybirdco" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "tinybirdco", "repos": 1, "skills": 4, "url": "https://www.skills.sh/tinybirdco", "source_label": "skills.sh-official" }, "raw": [ { "creator": "tinybirdco", "repos": 1, "skills": 4, "url": "https://www.skills.sh/tinybirdco" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-tldraw", "record_type": "skill_registry", "title": "Skill 生态 · tldraw（19 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 tldraw 官方 Skill 生态：19 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 19", "仓库数 1", "目录页 https://www.skills.sh/tldraw" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "tldraw", "repos": 1, "skills": 19, "url": "https://www.skills.sh/tldraw", "source_label": "skills.sh-official" }, "raw": [ { "creator": "tldraw", "repos": 1, "skills": 19, "url": "https://www.skills.sh/tldraw" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-triggerdotdev", "record_type": "skill_registry", "title": "Skill 生态 · triggerdotdev（13 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 triggerdotdev 官方 Skill 生态：13 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 13", "仓库数 2", "目录页 https://www.skills.sh/triggerdotdev" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "triggerdotdev", "repos": 2, "skills": 13, "url": "https://www.skills.sh/triggerdotdev", "source_label": "skills.sh-official" }, "raw": [ { "creator": "triggerdotdev", "repos": 2, "skills": 13, "url": "https://www.skills.sh/triggerdotdev" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-upstash", "record_type": "skill_registry", "title": "Skill 生态 · upstash（32 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 upstash 官方 Skill 生态：32 个 Skill（GitHub 仓库 10 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 32", "仓库数 10", "目录页 https://www.skills.sh/upstash" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "upstash", "repos": 10, "skills": 32, "url": "https://www.skills.sh/upstash", "source_label": "skills.sh-official" }, "raw": [ { "creator": "upstash", "repos": 10, "skills": 32, "url": "https://www.skills.sh/upstash" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-vercel-labs", "record_type": "skill_registry", "title": "Skill 生态 · vercel-labs（252 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 vercel-labs 官方 Skill 生态：252 个 Skill（GitHub 仓库 43 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 252", "仓库数 43", "目录页 https://www.skills.sh/vercel-labs" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "vercel-labs", "repos": 43, "skills": 252, "url": "https://www.skills.sh/vercel-labs", "source_label": "skills.sh-official" }, "raw": [ { "creator": "vercel-labs", "repos": 43, "skills": 252, "url": "https://www.skills.sh/vercel-labs" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-vercel", "record_type": "skill_registry", "title": "Skill 生态 · vercel（131 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 vercel 官方 Skill 生态：131 个 Skill（GitHub 仓库 23 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 131", "仓库数 23", "目录页 https://www.skills.sh/vercel" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "vercel", "repos": 23, "skills": 131, "url": "https://www.skills.sh/vercel", "source_label": "skills.sh-official" }, "raw": [ { "creator": "vercel", "repos": 23, "skills": 131, "url": "https://www.skills.sh/vercel" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-webflow", "record_type": "skill_registry", "title": "Skill 生态 · webflow（37 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 webflow 官方 Skill 生态：37 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 37", "仓库数 1", "目录页 https://www.skills.sh/webflow" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "webflow", "repos": 1, "skills": 37, "url": "https://www.skills.sh/webflow", "source_label": "skills.sh-official" }, "raw": [ { "creator": "webflow", "repos": 1, "skills": 37, "url": "https://www.skills.sh/webflow" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-whopio", "record_type": "skill_registry", "title": "Skill 生态 · whopio（1 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 whopio 官方 Skill 生态：1 个 Skill（GitHub 仓库 1 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 1", "仓库数 1", "目录页 https://www.skills.sh/whopio/whop-payments-network-skill" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "whopio", "repos": 1, "skills": 1, "url": "https://www.skills.sh/whopio/whop-payments-network-skill", "source_label": "skills.sh-official" }, "raw": [ { "creator": "whopio", "repos": 1, "skills": 1, "url": "https://www.skills.sh/whopio/whop-payments-network-skill" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-wix", "record_type": "skill_registry", "title": "Skill 生态 · wix（23 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 wix 官方 Skill 生态：23 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 23", "仓库数 2", "目录页 https://www.skills.sh/wix" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "wix", "repos": 2, "skills": 23, "url": "https://www.skills.sh/wix", "source_label": "skills.sh-official" }, "raw": [ { "creator": "wix", "repos": 2, "skills": 23, "url": "https://www.skills.sh/wix" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } }, { "schema_version": "0.2", "entry_id": "ASR-SKILL-20260816-wordpress", "record_type": "skill_registry", "title": "Skill 生态 · wordpress（18 个 Skill）", "observed_at": "2026-08-16", "source": { "name": "skills.sh/official", "url": "https://www.skills.sh/official", "snapshot_hash": "54e85fd78bb7f2e06ac10ac9491283a4ab4af5d3504bc39a837ca83ca4a9bedc", "fetched_at": "2026-08-16T10:45:57+00:00" }, "confidence": "medium", "human_stream": { "summary": "skills.sh Official 目录（快照 2026-08-16）收录 wordpress 官方 Skill 生态：18 个 Skill（GitHub 仓库 2 个）。按技能数排序，仅作生态索引。", "key_points": [ "Skill 数 18", "仓库数 2", "目录页 https://www.skills.sh/wordpress" ], "note": "来源为 skills.sh 公开目录元数据，非本平台实测；安装前以官方仓库为准。" }, "ai_stream": { "structured": { "creator": "wordpress", "repos": 2, "skills": 18, "url": "https://www.skills.sh/wordpress", "source_label": "skills.sh-official" }, "raw": [ { "creator": "wordpress", "repos": 2, "skills": 18, "url": "https://www.skills.sh/wordpress" } ] }, "token_cost": { "total": 0.0, "currency": "USD", "breakdown": { "crawl": 0.0, "clean": 0.0, "elevate": 0.0, "verify": 0.0 } }, "machine_verified": true, "review": { "status": "agent_reviewed", "reviewer": "pipeline-validate", "reviewed_at": "2026-08-16T10:48:40+00:00", "comments": "机检通过（schema 0 error + 溯源一致 + 成本达标）" }, "provenance": { "extracted_by": "codex", "extracted_at": "2026-08-16T10:45:59+00:00", "pipeline": "collect_skills_sh.py + build_entries.py v0.2（规则管线）", "access_urls": [ "https://www.skills.sh/official" ] } } ] }