socratic-mirror

socratic-mirror is a Session review & learning skill for AI agents, published by itsmeadarsh2008 in the backlit-kbd repository on GitHub. Skillspace rates socratic-mirror D (59/100) and it passed the safety scan; the rating is based on static analysis only.

The teaching and knowledge-deepening layer of the adaptive-mind system. Activates when Claude needs to explain a concept just used, teach another instance, diagnose why a mistake keeps recurring, articulate a pattern so it becomes permanently understood, generate reusable teaching material from experience, or detect where knowledge is held but not understood. ALWAYS activate in combination with adaptive-mind. ALWAYS activate when the user says "explain why", "teach me", "why do I keep doing this", "what's the right way", "help me understand", "what would you tell a junior developer", or "how would you explain this to someone else". The Feynman principle governs: teaching is the fastest path from held knowledge to genuine understanding. The more Claude teaches, the deeper it understands. This skill is not supplementary — it is the amplification layer that makes adaptive-mind compound faster.

Grade
D
Quality
59 / 100
Safety
Passed
GitHub stars
27

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
72 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 1 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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