About AI Skill Ready
“AI capabilities, run through a publisher's filter first.”
Who we are
AI Skill Ready is an aggregation window for the AI era: multi-source collection, filtering, compression, integration and elevation — turning scattered AI capability signals into entries that answer “Worth it? · How to start? · Why trust it?”
The desk is AI collection plus human final review — every entry passes rule-based machine checks (100% pass before publish), then final human review by Guihu. When data is insufficient we say “untested” — we don't fabricate conclusions.
What it does
- Daily digestMulti-source pipelineveridrop observation / Hugging Face papers / skills.sh / agentskills.io / GitHub skill repos
- Publisher-gradeThree-question cardsEvery entry answers: worth it? · how to start? · why trust it?
- 100% machine-checked188 entries · 100% passedSchema validation + source snapshots; nothing ships below the bar
- Cost publicPer-entry token costtoken_cost ships with every entry; hard cap $0.05/entry
- Two streamsHuman cards + AI protocol3 minutes for humans; /data/entries.json (schema v0.5) for Agents
- One-line CLInpx aiskillreadySearch all entries from the terminal: npx aiskillready search openclaw
- Anti-bubbleCognition map (P1 planned)Recommends “what you should know”, not “what you like”
Data & trust
- Every entry is sourced: source_hash snapshots + original links; public snapshots and references only, no full-text copying.
- Entries that fail machine checks, or lack data, don't ship — or are explicitly marked “untested”.
- Corrections / errors go through GitHub Issues (with entry_id); feedback feeds back into the next revision.