reflection-coach
reflection-coach is a Session review & learning skill for AI agents, published by paperclipai in the paperclip repository on GitHub. Skillspace rates reflection-coach D (64/100) and it passed the safety scan; a judge model has also reviewed it.
Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-backed coaching proposals, never hot-swaps.
- Grade
- D
- Quality
- 64 / 100
- Safety
- Passed
- GitHub stars
- 80,581
Placed #1 of 6 in the judged category final for Session review & learning.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 93 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #1 of 6 in the judged category final for Session review & learning.
- Trigger
90 90 - Instructions
92 92 - Specificity
93 93 - Safety
96 96 - Disclosure
85 85 - Maintenance
87 87
Outstanding self-restraint: refuses self-reflection, requires trajectory evidence per rule, and hard-gates any change behind a separate human-accepted apply step.
Not checked yet
- 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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