capture-discovered-knowledge
capture-discovered-knowledge is an Agent instruction files skill for AI agents, published by castacks in the AirStack repository on GitHub. Skillspace rates capture-discovered-knowledge D (63/100) and it passed the safety scan; the rating is based on static analysis only.
Persist hard-won discoveries to AGENTS.md or a new/existing SKILL.md so future agents don't repeat the discovery cost. Trigger after any long context-discovery task (multi-minute grep / file-reading session, parallel research agents, debugging that took several iterations) or whenever you learn something critical, surprising, undocumented, or that contradicted prior assumptions in AGENTS.md or a skill. Decides between updating AGENTS.md, updating an existing skill, or creating a new skill.
- Grade
- D
- Quality
- 63 / 100
- Safety
- Passed
- GitHub stars
- 77
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 80 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.