improvement-flywheel
improvement-flywheel is an LLM evaluation & observability skill for AI agents, published by Productfculty-aipm in the PM-Copilot-by-Product-Faculty repository on GitHub. Skillspace rates improvement-flywheel C (73/100) and it passed the safety scan; the rating is based on static analysis only.
Use this skill when the user asks about "continuous improvement for AI", "AI quality flywheel", "how do we keep improving our AI feature", "closing the eval feedback loop", "systematic AI improvement process", or wants to build a repeating process that continuously improves AI product quality over time rather than doing one-off fixes.
- Grade
- C
- Quality
- 73 / 100
- Safety
- Passed
- GitHub stars
- 70
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
- 98 / 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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