★ GitHub 热门项目 · thedotmack/claude-mem
这是 GitHub 上的一个开源技能仓库「thedotmack/claude-mem」:里面是整理好的 AI 技能包(技能包=给 AI 装好的『技能说明书』),可以让 AI 助手直接装来用。
在 Apache-2.0 许可下,可评估复用 thedotmack/claude-mem(总 ★100,193);是否值得取决于你的技术栈与任务匹配。
基于字段派生 · 置信度:中(功能未逐项实测)
① 这是什么
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
② 值不值得用
社区累计 ★100,193,开源许可为 Apache-2.0。可直接用于同类场景技术选型或本地部署探索。
③ 怎么开始
快速克隆:`git clone https://github.com/thedotmack/claude-mem`,阅读官方 README 并按其 TypeScript 环境依赖指引运行。
展开:④ 关键证据 / ⑤ 注意事项与坑
④ 关键证据
- Star 100,193 · Fork 8784 · 语言 TypeScript
- 许可 Apache-2.0
- 仓库源:https://github.com/thedotmack/claude-mem
- 作者/组织:thedotmack
- 主题标签:ai, ai-agents, ai-memory, anthropic
⑤ 注意事项与坑
热门开源项目迭代迅速,部分依赖版本或 API Key 配置需参考官方最新说明;未进行全流程沙箱实测,建议在隔离环境验证。
适合:寻找开源工具、做技术选型调研或想在 Apache-2.0 许可下复用该项目的开发者。
不适合:需要商业 SLA 保证或无法承受开源依赖自行维护的生产环境。
状态:机检通过(结构与溯源校验);功能未逐项实测(未校验)。
最小验证(3 步)
- License — Apache-2.0
- 最近提交 — 2026-10-13
- 跑 CLI — npx aiskillready search claude-mem
可以这样用
git clone https://github.com/thedotmack/claude-mem # 第三方仓库命令,按官方文档给出(未逐一实测) npx aiskillready search claude-mem # 本站 CLI:真实可跑(aiskillready@0.2.0)
说明:`npx aiskillready` 是本站已发布 CLI(npm aiskillready@0.2.0),命令真实可跑;第三方命令按官方文档给出、未逐一实测,本平台不编造结论。
术语速览:SKILL.md / veridrop / schema 是什么?(点开)
- SKILL.md — 技能包的说明文件:告诉 Agent 这个技能怎么装、怎么用。
- veridrop — 第三方 API 中转观测源:本站「观测」类条目的数据来源。
- schema — 数据结构的约定版本:机器读 JSON 的字段规范。
- Skill 客户端 — 支持「技能包」标准、能安装运行 Agent Skills 的 App / 工具。
- Skill 注册表 — 收录「谁家发布了哪些技能」的公开目录(如 skills.sh)。
信任层:机检 / 成本 / 置信度 / schema(展开查看)
相关推荐(应该知道的)
相关推荐(3 条)· 展开更多
★ 编辑实测 · PixelClone-Skill(bjvgukv25842-cmyk/PixelClone-Skill)
PixelClone-Skill 是面向 Codex(也可移植到 Claude Code / Cursor / Windsurf)的「设计图转前端(Design-to-Web)」Skill:把一张 AI 生成网页设计图 / Figma 导出图 / 截图 / Mockup,一比一落地成真实可运行的前端页面,同时保留现有业务功能(API、路由、表单、状态管理)不动。它的输入是设计稿而非现有站点,与复制现有网站无关。
相似★ 编辑实测 · web-clone(Jane-xiaoer/claude-skill-web-clone)
web-clone 是 Jane-xiaoer 开源的 Claude Code / Codex 通用 Skill:把「复刻任意网站(单文件静态页到 WebGL 重前端)」做成 6 步决策树 + 8 个可执行脚本,核心纪律是「真源码至上」,任何 AI 生成的复刻分析中的可执行代码块默认视为臆造、必须逐行用真源码核对。
相似★ GitHub 热门项目 · DietrichGebert/ponytail
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
这条不对 / 我执行报错了?带 entry_id 一键提 Issue,回流后修订版本。
🐞 纠错 / 报错 → 提 Issue这条对你「值不值得花 3 分钟」?投票会匿名计入排序信号(刚接入,积累期诚实标注)。
已记录,谢谢反馈
AI 区块 · 机器可读 JSON(点击展开)
{
"schema_version": "0.5",
"entry_id": "ASR-REPO-20261013-thedotmack-claude-mem",
"record_type": "skill_repo",
"title": "GitHub 热门项目 · thedotmack/claude-mem",
"observed_at": "2026-10-13",
"source": {
"name": "github.com/open-skill-repos",
"url": "https://api.github.com/search/repositories?q=topic:agent-skills",
"snapshot_hash": "5faa88980485c5781c83478648e61641efb4217bf2c26c1dedb571e2bd6fedf6",
"fetched_at": "2026-10-13T07:12:43+00:00"
},
"confidence": "medium",
"human_stream": {
"summary": "GitHub 开源项目 thedotmack/claude-mem(AI Agent 生态/工具):Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sess当前总 ★100193、fork 8784、许可 Apache-2.0。",
"key_points": [
"类别 AI Agent 生态/工具",
"Star 100193 (今日 +0) · Fork 8784 · 语言 TypeScript",
"许可 Apache-2.0",
"SKILL.md 根路径探测:未发现"
],
"note": "元数据来自 GitHub 公开 API 快照,未克隆仓库逐条验证 SKILL.md 内容;探测仅覆盖根路径两处(SKILL.md / skills/SKILL.md),网络抖动时可能漏报。",
"what_it_is": "Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More",
"worth_it": "社区累计 ★100,193,开源许可为 Apache-2.0。可直接用于同类场景技术选型或本地部署探索。",
"how_to_start": "快速克隆:`git clone https://github.com/thedotmack/claude-mem`,阅读官方 README 并按其 TypeScript 环境依赖指引运行。",
"evidence": [
"Star 100,193 · Fork 8784 · 语言 TypeScript",
"许可 Apache-2.0",
"仓库源:https://github.com/thedotmack/claude-mem",
"作者/组织:thedotmack",
"主题标签:ai, ai-agents, ai-memory, anthropic"
],
"cautions": "热门开源项目迭代迅速,部分依赖版本或 API Key 配置需参考官方最新说明;未进行全流程沙箱实测,建议在隔离环境验证。"
},
"ai_stream": {
"structured": {
"full_name": "thedotmack/claude-mem",
"stars": 100193,
"stars_today": 0,
"description": "Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More",
"is_trending": false,
"forks": 8784,
"open_issues": 87,
"language": "TypeScript",
"license": "Apache-2.0",
"topics": [
"ai",
"ai-agents",
"ai-memory",
"anthropic",
"artificial-intelligence",
"chromadb",
"claude",
"claude-agent-sdk",
"claude-agents",
"claude-code",
"claude-code-plugin",
"claude-skills",
"embeddings",
"long-term-memory",
"mem0",
"memory-engine",
"openmemory",
"rag",
"sqlite",
"supermemory"
],
"url": "https://github.com/thedotmack/claude-mem",
"homepage": "https://claude-mem.ai",
"default_branch": "main",
"archived": false,
"pushed_at": "2026-10-13T03:07:25Z",
"kind": "ecosystem",
"skill_md_paths": [],
"source_label": "github-open-skill-repos"
},
"raw": [
{
"full_name": "thedotmack/claude-mem",
"name": "claude-mem",
"owner": "thedotmack",
"description": "Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More",
"stars": 100193,
"stars_today": 0,
"is_trending": false,
"forks": 8784,
"open_issues": 87,
"language": "TypeScript",
"license": {
"spdx_id": "Apache-2.0",
"name": "Apache License 2.0"
},
"url": "https://github.com/thedotmack/claude-mem",
"homepage": "https://claude-mem.ai",
"topics": [
"ai",
"ai-agents",
"ai-memory",
"anthropic",
"artificial-intelligence",
"chromadb",
"claude",
"claude-agent-sdk",
"claude-agents",
"claude-code",
"claude-code-plugin",
"claude-skills",
"embeddings",
"long-term-memory",
"mem0",
"memory-engine",
"openmemory",
"rag",
"sqlite",
"supermemory"
],
"default_branch": "main",
"archived": false,
"pushed_at": "2026-10-13T03:07:25Z",
"created_at": "2025-08-31T20:50:03Z",
"kind": "ecosystem",
"skill_md_paths": [],
"probe_errors": 2
}
]
},
"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": "2026-10-13T07:13:10+00:00",
"comments": "schema 0 error + 溯源一致 + 成本达标"
},
"provenance": {
"extracted_by": "codex",
"extracted_at": "2026-10-13T07:12:43+00:00",
"pipeline": "collect_github_skills.py + build_entries.py v0.5(规则管线)",
"access_urls": [
"https://github.com/thedotmack/claude-mem",
"https://api.github.com/search/repositories?q=topic:agent-skills"
],
"card_generated_at": "2026-10-13T07:12:43+00:00",
"card_pipeline": "enrich_human_stream.py v0.1(规则模板,零 Token)"
}
}