PR Custody

Name: Self-Refine Skill
Repo: https://github.com/Thomaszhou22/self-refine-skill
Category: Development &amp; Code Tools

Add: Self-Refine Skill — systematic self-reflection for AI agents

@Thomaszhou22✓ 3 checkschecks…add-self-refine-skill → master1 files · +1 −0updated 3w ago

▸Description

Implements systematic self-reflection and iterative refinement for AI agents, based on peer-reviewed research:

Core loop: GENERATE → CRITIQUE → REFINE → CHECK (from Madaan et al. 2023)
6 reflection dimensions: Logic, Facts, Completeness, Conciseness, Actionability, Consistency
4 auto-selected depth levels: Level 0-3 (0-50% token overhead)
Cross-session Reflexion memory (from Shinn et al. 2023)

First (AFAIK) installable Agent Skill focused purely on self-refinement
Zero API cost — the host AI acts as its own critic
Works with Claude Code, Cursor, Copilot, Codex CLI, Gemini CLI, and 10+ more platforms
Academic grounding: Self-Refine, Reflexion, CoVe, Self-Calibration, CRITIC, Andrew Ng Reflection

+21.2% average improvement across 20 test cases, 5 categories, 6 scoring dimensions.

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