Self Reflection Framework
Iterative self-improvement system with task complexity grading, strict quality gatekeeper role, confidence thresholds, and verification checklists
Install
Quick install
npx skills add https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/reflexion/skills/reflectnpx skills add NeoLabHQ/context-engineering-kit --skill "Self-Reflection Framework" --agent claude-codenpx skills add NeoLabHQ/context-engineering-kit --skill "Self-Reflection Framework" --agent cursornpx skills add NeoLabHQ/context-engineering-kit --skill "Self-Reflection Framework" --agent codexnpx skills add NeoLabHQ/context-engineering-kit --skill "Self-Reflection Framework" --agent opencodenpx skills add NeoLabHQ/context-engineering-kit --skill "Self-Reflection Framework" --agent github-copilotnpx skills add NeoLabHQ/context-engineering-kit --skill "Self-Reflection Framework" --agent windsurfMore install options
Shorthand — useful for multi-skill repos:
npx skills add NeoLabHQ/context-engineering-kit --skill "Self-Reflection Framework"Manual — clone the repo and drop the folder into your agent's skills directory:
git clone https://github.com/NeoLabHQ/context-engineering-kit.gitcp -r context-engineering-kit/plugins/reflexion/skills/reflect ~/.claude/skills/Self-Reflection Framework
Iterative self-improvement system with task complexity grading, strict quality gatekeeper role, confidence thresholds, and verification checklists
What is it?
Iterative self-improvement system with task complexity grading, strict quality gatekeeper role, confidence thresholds, and verification checklists Built for use cases involving self-reflection, quality-gate, iterative-improvement, confidence-scoring, verification.
How to use it?
Install this skill in your Claude environment to enhance self-reflection framework capabilities. Once installed, Claude will automatically apply the skill's guidelines when relevant tasks are detected. You can also explicitly invoke it by referencing its name in your prompts.The full source and documentation is available on GitHub.
Key Features
- Iterative self-improvement system with task complexity grading, strict quality gatekeeper role, confidence thresholds, and verification checklists
- Seamless integration with Claude's development workflow
- Comprehensive guidelines and best practices for self-reflection frameworkView on GitHub
GitHub Stats
StarsForksLast UpdateAuthorNeoLabHQLicenseGPL-3.0Version1.0.0Categories
AI & MLDeveloper ToolsTags
self-reflectionquality-gateiterative-improvementconfidence-scoringverificationFeatures
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---
Source: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/reflexion/skills/reflect
Author: NeoLabHQ
License: https://www.gnu.org/licenses/gpl-3.0.html
GitHub Stars: 433
Tags: self-reflection, quality-gate, iterative-improvement, confidence-scoring, verification
SKILL.md source
--- name: Self-Reflection Framework description: Iterative self-improvement system with task complexity grading, strict quality gatekeeper role, confidence thresholds, and verification checklists --- # Self-Reflection Framework Iterative self-improvement system with task complexity grading, strict quality gatekeeper role, confidence thresholds, and verification checklists What is it? Iterative self-improvement system with task complexity grading, strict quality gatekeeper role, confidence thresholds, and verification checklists Built for use cases involving self-reflection, quality-gate, iterative-improvement, confidence-scoring, verification. ## How to use it? Install this skill in your Claude environment to enhance self-reflection framework capabilities. Once installed, Claude will automatically apply the skill's guidelines when relevant tasks are detected. You can also explicitly invoke it by referencing its name in your prompts. The full source and documentation is available on GitHub. ## Key Features * Iterative self-improvement system with task complexity grading, strict quality gatekeeper role, confidence thresholds, and verification checklists * Seamless integration with Claude's development workflow * Comprehensive guidelines and best practices for self-reflection frameworkView on GitHub ### GitHub Stats StarsForksLast UpdateAuthorNeoLabHQLicenseGPL-3.0Version1.0.0 ### Categories AI & MLDeveloper Tools ### Tags self-reflectionquality-gateiterative-improvementconfidence-scoringverification ### Features ## Related Skills More from AI & ML ### Execute and Judge Loop Single-task execution with LLM-as-Judge verification in an iterative loop, supporting auto-retry and strict orchestrator role separation 433NeoLabHQAI & MLDeveloper Tools00 ### prompt-engineering Teaches well-known prompt engineering techniques and patterns, including Anthropic best practices and agent persuasion principles 433NeoLabHQDeveloper ToolsAI & ML00 ### Vectorize MCP Worker Edge-native MCP server patterns for production RAG 12dannwaneriDeveloper ToolsAI & ML00 --- **Source**: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/reflexion/skills/reflect **Author**: NeoLabHQ **License**: https://www.gnu.org/licenses/gpl-3.0.html **GitHub Stars**: 433 **Tags**: self-reflection, quality-gate, iterative-improvement, confidence-scoring, verification
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