signal-friction-scan
signal-friction-scan is a Session review & learning skill for AI agents, published by joelhooks in the joelclaw repository on GitHub. Skillspace rates signal-friction-scan C (74/100) and it passed the safety scan; the rating is based on static analysis only.
Scan recent agent sessions for repeated friction, corrections, approvals, workflow patterns, and packaging candidates. Use when asked to find signals, friction, recurring manual workflows, missing skills, prompt improvements, or automation opportunities from recent Codex/Pi work.
- Grade
- C
- Quality
- 74 / 100
- Safety
- Passed
- GitHub stars
- 60
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
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- 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
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