What is Loop 1.5 in the context of Claude Code?

Loop 1.5 is a micro-learning phase that occurs between task execution (Loop 1) and system-wide optimization (Loop 3), focusing on capturing session-specific insights.

How are the captured learnings stored?

Learnings are stored as human-readable entries in the 'LEARNED PATTERNS' section of your SKILL.md files and indexed via Memory MCP for version control.

Does the Reflect skill require manual approval for changes?

Yes, by default, high-confidence changes require user approval via a diff preview to ensure accuracy before updating your skill files.

Can this skill help with project-specific coding standards?

Absolutely. It is designed to detect and persist style cues and architectural preferences that emerge during your specific development sessions.

Reflect Session Learning

Name: Reflect Session Learning
Author: DNYoussef

byDNYoussef

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生産性とワークフロー

Extracts learnings from session corrections and patterns to update skill files with persistent, version-controlled memory.

The Reflect skill implements 'Loop 1.5' (per-session micro-learning) to solve the problem of recurring LLM mistakes. It scans conversation history for learning signals like user corrections and approvals, classifies them using VERIX-aligned confidence levels, and persists them directly into human-readable SKILL.md files. By bridging the gap between execution and meta-optimization, it ensures Claude evolves with every interaction, transforming ephemeral session insights into permanent knowledge that survives across new conversations and projects.

主な機能

0113 GitHub stars

02Automated signal detection for corrections, rules, and style preferences

03Memory MCP integration for long-term meta-loop aggregation

04VERIX-aligned confidence scoring (0.55 to 0.90) for evidence-based updates

05Direct SKILL.md persistence with structured 'Learned Patterns' sections

06Safe-by-default diff previews and manual approval workflows

ユースケース

01Preventing recurring tool usage errors by updating skill-specific constraints

02Capturing project-specific architectural rules after a code review session

03Preserving documentation style preferences and nomenclature across sessions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dnyoussef/context-cascade packaged

For use in Claude.ai and ChatGPT

Download Skill