Individual skill
self-refine-reflection
Systematic self-reflection and iterative output refinement for AI agents. Based on Madaan et al. (2023) Self-Refine, Shinn et al. (2023) Reflexion, and Andrew Ng's Reflection pattern. Use when outputs need multi-round critique-and-improve cycles, when initial quality is insufficient, or when complex tasks benefit from self-correction.
SKILL.md
Source commit 225fc93410e6905573052744dcf53f05625aa63b
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- Yes
- Skill scan complete
- Yes
- Observed behavior
- Not checked yet
- Last checked
- Nov 4, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 12
- Repository last updated
- Nov 3, 2026
- License
- MIT
Observed agent integration: claude-code, gemini-cli
- agent-skill Repository topic
- ai-agent Repository topic
- claude-code Repository topic
- copilot Repository topic
- cursor Repository topic
- llm Repository topic
- prompt-engineering Repository topic
- reflection Repository topic
- self-refine Repository topic
- skill Repository topic
- engineering Derived category
Files and excerpt
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Browse files
.claude-plugin/.claude-plugin/marketplace.jsonasset · 631 bytes.claude-plugin/.claude-plugin/plugin.jsonasset · 458 bytes.claude-plugin/marketplace.jsonasset · 631 bytes.claude-plugin/plugin.jsonasset · 458 bytes.github/ISSUE_TEMPLATE/bug_report.mddoc · 437 bytes.github/ISSUE_TEMPLATE/feature_request.mddoc · 406 bytes.github/PULL_REQUEST_TEMPLATE.mddoc · 451 bytes.gitignoreasset · 40 bytesBENCHMARK.mddoc · 36,616 bytesCHANGELOG.mddoc · 1,588 bytesCLAUDE.mddoc · 227 bytesCONTRIBUTING.mddoc · 1,574 bytesGEMINI.mddoc · 157 bytesLICENSEasset · 1,068 bytesREADME.mddoc · 11,998 bytesSKILL.mdcore · 10,809 bytesreferences/reflection-templates.mddoc · 3,557 bytesreferences/sources.mddoc · 2,927 bytes
Read excerpt
# Self-Refine Reflection Skill
> An AI agent skill for systematic self-reflection and iterative output refinement.
> Based on Madaan et al. (2023), Shinn et al. (2023), and Andrew Ng's Reflection design pattern.
## Platform Auto-Detection
At skill load time, detect your runtime environment and adjust capabilities:
| Capability | How to Check | Fallback
|-----------|-------------|----------|
| File system | Can you read `references/reflection-templates.md`? | Use the inline templates below instead
| Persistent memory | Can you write to `memory/`? | Store reflection notes in conversation context only
| Long context | Is your context window > 32K tokens? | Cap at Level 2 (skip adversarial review)