--- name: claude-reflect description: | Execute self-learning system that captures corrections during sessions and syncs them to CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something. Trigger with phrases like "remember this", "don't forget", "use X not Y", or "actually...". allowed-tools: Read, Write, Edit, Bash(jq:*), Bash(cat:*) version: 1.4.1 license: MIT author: Bayram Annakov compatible-with: claude-code, codex, openclaw tags: [community, claude-reflect] --- # Claude Reflect - Self-Learning System A two-stage system that helps Claude Code learn from user corrections. ## How It Works **Stage 1: Capture (Automatic)** Hooks detect correction patterns ("no, use X", "actually...", "use X not Y") and queue them to `~/.claude/learnings-queue.json`. **Stage 2: Process (Manual)** User runs `/reflect` to review and apply queued learnings to CLAUDE.md files. ## Available Commands | Command | Purpose | |---------|---------| | `/reflect` | Process queued learnings with human review | | `/reflect --scan-history` | Scan past sessions for missed learnings | | `/reflect --dry-run` | Preview changes without applying | | `/skip-reflect` | Discard all queued learnings | | `/view-queue` | View pending learnings without processing | ## When to Remind Users Remind users about `/reflect` when: - They complete a feature or meaningful work unit - They make corrections you should remember for future sessions - They explicitly say "remember this" or similar - Context is about to compact and queue has items ## Correction Detection Patterns High-confidence corrections: - Tool rejections (user stops an action with guidance) - "no, use X" / "don't use Y" - "actually..." / "I meant..." - "use X not Y" / "X instead of Y" - "remember:" (explicit marker) ## CLAUDE.md Destinations - `~/.claude/CLAUDE.md` - Global learnings (model names, general patterns) - `./CLAUDE.md` - Project-specific learnings (conventions, tools, structure) ## Example Interaction ``` User: no, use gpt-5.1 not gpt-5 for reasoning tasks Claude: Got it, I'll use gpt-5.1 for reasoning tasks. [Hook captures this correction to queue] User: /reflect Claude: Found 1 learning queued. "Use gpt-5.1 for reasoning tasks" Scope: global Apply to ~/.claude/CLAUDE.md? [y/n] ``` ## Overview Execute self-learning system that captures corrections during sessions and syncs them to CLAUDE. ## Prerequisites - Access to the Claude Reflect environment or API - Required CLI tools installed and authenticated - Familiarity with Claude Reflect concepts and terminology ## Instructions 1. Assess the current state of the Claude Reflect configuration 2. Identify the specific requirements and constraints 3. Apply the recommended patterns from this skill 4. Validate the changes against expected behavior 5. Document the configuration for team reference ## Output - Configuration files or code changes applied to the project - Validation report confirming correct implementation - Summary of changes made and their rationale ## Error Handling | Error | Cause | Resolution | |-------|-------|------------| | Authentication failure | Invalid or expired credentials | Refresh tokens or re-authenticate with Claude Reflect | | Configuration conflict | Incompatible settings detected | Review and resolve conflicting parameters | | Resource not found | Referenced resource missing | Verify resource exists and permissions are correct | ## Examples **Basic usage**: Apply claude reflect to a standard project setup with default configuration options. **Advanced scenario**: Customize claude reflect for production environments with multiple constraints and team-specific requirements. ## Resources - Official Claude Reflect documentation - Community best practices and patterns - Related skills in this plugin pack --- Source attribution: Bayram Annakov Original project: https://github.com/jeremylongshore/claude-code-plugins-plus-skills License: MIT License information: https://opensource.org/license/mit Original upstream instructions; downloaded from Mega AI Hub. ## Upstream license notice MIT License Copyright (c) 2026 SkillsHub Contributors Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. # Mega AI Hub resource metadata Creator / publisher: Bayram Annakov Original project: https://github.com/jeremylongshore/claude-code-plugins-plus-skills Attribution basis: Original repository namespace preserved by package mirror Fields of work: Content & Media, Customer Support Roles: Community Manager, Technical Writer Specialties: Specialty not specified Tools: Claude Country applicability: Country not specified Classification basis: Source catalog labels Instruction SHA-256: aba3da92d28fd73692422d978cf1ab5a809d71fd707e30414fbd11ac04757794 Metadata reviewed: 2026-10-27 This metadata supersedes earlier Mega AI Hub catalog attribution. Original instruction and supporting files are preserved.