#552 by GitHub stars

BayramAnnakov/claude-reflect

Self-learning system that captures corrections during sessions and reminds users to run /reflect to update CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something for future sessions.

Claude Code Productivity Education

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

View weekly changes

`SKILL.md`

Week of Oct 26, 2026 · +0 / −0 lines

Before Network or broad shell → After Network or broad shell

b6c42326903a → b6c42326903a

Compare on GitHub

View on GitHub Add to my skills

Verified commit b6c42326903af3dd2bf3772b979730a44d8548ca

Version-pinned installation · Claude Code

git clone --filter=blob:none --no-checkout https://github.com/BayramAnnakov/claude-reflect.git .hotskills/bayramannakov-claude-reflect && git -C .hotskills/bayramannakov-claude-reflect checkout --detach b6c42326903af3dd2bf3772b979730a44d8548ca
# Copy each selected skill directory from .hotskills/bayramannakov-claude-reflect into .claude/skills/<skill-name>/

1.9kGitHub stars

12stars in 7 days

1skill in this repository

0commits in 30 days

Heat

4.8

Star growth, last 7 daysAhead of 77% of tracked repositories
Star growth, last 24 hoursAhead of 84% of tracked repositories
Rank movement, last 7 daysAhead of 17% of tracked repositories
Commits, last 30 daysAhead of 0% of tracked repositories
Accounts asking about it through MCP, last 7 daysNot available
Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Individual skills in this repository

claude-reflect /

How it works

claude-reflect

When your agent uses it

Self-learning system that captures corrections during sessions and reminds users to run /reflect to update CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something for future sessions.

What it loads into context

Frontmatter

50 tokens

Always available to the agent

SKILL.md

618 tokens

When the skill is activated

Reference documents

35,331 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

How It Works
Available Commands
When to Remind Users
Correction Detection Patterns
Learning Destinations
Example Interaction

Scripts executed separately

mod/hooks/reflect.test.tsx
mod/hooks/register.tsx
mod/types/index.d.ts
scripts/capture_learning.py
scripts/check_learnings.py
scripts/clear_queue.py
scripts/compare_detection.py
scripts/extract_session_learnings.py
scripts/extract_tool_errors.py
scripts/extract_tool_rejections.py
scripts/legacy/capture-learning.sh
scripts/legacy/check-learnings.sh
scripts/legacy/extract-session-learnings.sh
scripts/legacy/extract-tool-rejections.sh
scripts/legacy/post-commit-reminder.sh
scripts/lib/__init__.py
scripts/lib/reflect_utils.py
scripts/lib/semantic_detector.py
scripts/post_commit_reminder.py
scripts/project_paths.py
scripts/read_queue.py
scripts/session_start_reminder.py
tests/__init__.py
tests/test_integration.py
tests/test_memory_hierarchy.py
tests/test_reflect_utils.py
tests/test_semantic_detector.py
tests/test_tool_errors.py

Files

.claude-plugin/marketplace.jsonasset590 bytes
.claude-plugin/plugin.jsonasset481 bytes
.github/FUNDING.ymlasset22 bytes
.github/workflows/test.ymlasset1,010 bytes
.gitignoreasset122 bytes
BACKLOG.mddoc10,331 bytes
CHANGELOG.mddoc18,112 bytes
CLAUDE.mddoc7,789 bytes
DISTRIBUTION.mddoc10,409 bytes
LICENSEasset1,071 bytes
README.mddoc18,327 bytes
RELEASING.mddoc1,067 bytes
SKILL.mdcore2,508 bytes
assets/reflect-demo.jpgasset82,005 bytes
assets/reflect-mod-band.pngasset38,918 bytes
commands/reflect-skills.mddoc12,896 bytes
commands/reflect.mddoc65,232 bytes
commands/skip-reflect.mddoc997 bytes
commands/view-queue.mddoc4,430 bytes
hooks/hooks.jsonasset990 bytes
mod/.claude-plugin/plugin.jsonasset461 bytes
mod/README.mddoc4,071 bytes
mod/hooks/hooks.jsonasset34 bytes
mod/hooks/reflect.test.tsxruns10,968 bytes
mod/hooks/register.tsxruns17,706 bytes
mod/types/index.d.tsruns956 bytes
scripts/capture_learning.pyruns3,680 bytes
scripts/check_learnings.pyruns1,504 bytes
scripts/clear_queue.pyruns704 bytes
scripts/compare_detection.pyruns14,364 bytes
scripts/extract_session_learnings.pyruns1,156 bytes
scripts/extract_tool_errors.pyruns5,239 bytes
scripts/extract_tool_rejections.pyruns1,024 bytes
scripts/legacy/capture-learning.shruns5,372 bytes
scripts/legacy/check-learnings.shruns741 bytes
scripts/legacy/extract-session-learnings.shruns1,420 bytes
scripts/legacy/extract-tool-rejections.shruns1,047 bytes
scripts/legacy/post-commit-reminder.shruns1,083 bytes
scripts/lib/__init__.pyruns39 bytes
scripts/lib/reflect_utils.pyruns75,613 bytes
scripts/lib/semantic_detector.pyruns17,788 bytes
scripts/post_commit_reminder.pyruns1,707 bytes
scripts/project_paths.pyruns2,281 bytes
scripts/read_queue.pyruns291 bytes
scripts/session_start_reminder.pyruns2,067 bytes
tests/__init__.pyruns47 bytes
tests/test_integration.pyruns17,744 bytes
tests/test_memory_hierarchy.pyruns61,422 bytes
tests/test_reflect_utils.pyruns55,067 bytes
tests/test_semantic_detector.pyruns26,483 bytes
tests/test_tool_errors.pyruns12,292 bytes

Read SKILL.md


# 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

View the complete source on GitHub

Skills included

claude-reflect

Repository facts

License: MIT
Created: Jan 3, 2026
Last pushed: Oct 3, 2026
Forks: 174
Open issues: 6
Project activity: Active

Rank over the last 12 weeks

Now #552 · best #460 · down 45 in 30 days

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Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 3, 2026

4 broad permissionsin 4 files: commands/reflect-skills.md:1 commands/reflect.md:1 commands/skip-reflect.md:1 and 1 more
2 dangerous shell commandsin 1 file: README.md:316
64 network referencesin 7 files: DISTRIBUTION.md:9 README.md:3 .claude-plugin/plugin.json:5 and 4 more
No hidden or obfuscated text
No instruction overrides
28 executable scriptsin 28 files: mod/hooks/reflect.test.tsx:1 mod/hooks/register.tsx:1 mod/types/index.d.ts:1 and 25 more
12 references to secretsin 3 files: scripts/lib/reflect_utils.py:222 commands/reflect.md:689 scripts/session_start_reminder.py:21
No requests to vote in Hot

Show all 110 signals by file

`.claude-plugin/plugin.json`

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"author": {     "name": "Bayram Annakov",     "url": "https://github.com/bayramannakov"

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"name": "Bayram Annakov",     "url": "https://github.com/bayramannakov"   },

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"url": "https://github.com/bayramannakov"

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},   "repository": "https://github.com/bayramannakov/claude-reflect",   "license": "MIT",

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"repository": "https://github.com/bayramannakov/claude-reflect",

`CHANGELOG.md`

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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),

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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).

`DISTRIBUTION.md`

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| Platform | Type | Estimated Reach | Status | |----------|------|-----------------|--------| | [anthropics/claude-plugins-official](https://github.com/anthropics/claude-plugins-official) | Official Marketplace | Highest | [PR #111](https:/

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|----------|------|-----------------|--------| | [anthropics/claude-plugins-official](https://github.com/anthropics/claude-plugins-official) | Official Marketplace | Highest | [PR #111](https://github.com/anthropics/claude-plugins-official/

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| [anthropics/claude-plugins-official](https://github.com/anthropics/claude-plugins-official) | Official Marketplace | Highest | [PR #111](https://github.com/anthropics/claude-plugins-official/pull/111) |

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| [ccplugins/awesome-claude-code-plugins](https://github.com/ccplugins/awesome-claude-code-plugins) | Curated List | ~1k+ stars | [PR #8](https://github.com/ccplugins/awesome-claude-code-plugins/pull/8) |

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| [jeremylongshore/claude-code-plugins-plus](https://github.com/jeremylongshore/claude-code-plugins-plus) | Marketplace (243+ plugins) | High | [PR #241](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/pull/241) |

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| Platform | Type | Status | |----------|------|--------| | [GiladShoham/awesome-claude-plugins](https://github.com/GiladShoham/awesome-claude-plugins) | Marketplace | Ready |

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|----------|------|--------| | [GiladShoham/awesome-claude-plugins](https://github.com/GiladShoham/awesome-claude-plugins) | Marketplace | Ready | | [hekmon8/awesome-claude-code-plugins](https://github.com/hekmon8/awesome-claude-code-plugin

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| [GiladShoham/awesome-claude-plugins](https://github.com/GiladShoham/awesome-claude-plugins) | Marketplace | Ready |

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| [hekmon8/awesome-claude-code-plugins](https://github.com/hekmon8/awesome-claude-code-plugins) | Curated List | Ready |

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| [jmanhype/awesome-claude-code](https://github.com/jmanhype/awesome-claude-code) | Curated List | Ready |

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| [hesreallyhim/awesome-claude-code](https://github.com/hesreallyhim/awesome-claude-code) | Workflows/Hooks Focus | Ready |

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| Platform | Type | Status | |----------|------|--------| | [claudecodecommands.directory](https://claudecodecommands.directory/submit) | Web Directory | Ready |

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|----------|------|--------| | [claudecodecommands.directory](https://claudecodecommands.directory/submit) | Web Directory | Ready | | [claude-plugins.dev](https://claude-plugins.dev) | Community Registry | Ready |

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| [claudecodecommands.directory](https://claudecodecommands.directory/submit) | Web Directory | Ready |

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| [claude-plugins.dev](https://claude-plugins.dev) | Community Registry | Ready |

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| [ananddtyagi/cc-marketplace](https://github.com/ananddtyagi/claude-code-marketplace) | Marketplace | Ready |

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- Repository: https://github.com/bayramannakov/claude-reflect

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- [claude-reflect](https://github.com/bayramannakov/claude-reflect) - Self-learning system that captures corrections during sessions and syncs to CLAUDE.md. Features hook-based detection, confidence scoring, and multi-target export to AGENT

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"author": {     "name": "Bayram Annakov",     "url": "https://github.com/bayramannakov"

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"name": "Bayram Annakov",     "url": "https://github.com/bayramannakov"   },

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"url": "https://github.com/bayramannakov"

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},   "repository": "https://github.com/bayramannakov/claude-reflect",   "license": "MIT",

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"repository": "https://github.com/bayramannakov/claude-reflect",

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Repository: https://github.com/bayramannakov/claude-reflect

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### Workflow Orchestration - [claude-reflect](https://github.com/bayramannakov/claude-reflect) - Captures corrections during sessions and syncs to CLAUDE.md with human review. Includes hooks for automatic detection and confidence scoring.

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- [claude-reflect](https://github.com/bayramannakov/claude-reflect) - Captures corrections during sessions and syncs to CLAUDE.md with human review. Includes hooks for automatic detection and confidence scoring.

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- **[claude-reflect](https://github.com/bayramannakov/claude-reflect)** - Self-learning system that captures corrections and updates CLAUDE.md automatically

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### Hooks - [claude-reflect](https://github.com/bayramannakov/claude-reflect) - Self-learning hooks that capture corrections (PreCompact backup, PostToolUse reminders) and sync to CLAUDE.md via `/reflect` command.

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- [claude-reflect](https://github.com/bayramannakov/claude-reflect) - Self-learning hooks that capture corrections (PreCompact backup, PostToolUse reminders) and sync to CLAUDE.md via `/reflect` command.

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**URL**: https://claudecodecommands.directory/submit

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| Name | claude-reflect | | Description | Self-learning system that captures corrections during Claude Code sessions and syncs them to CLAUDE.md with human review | | Repository URL | https://github.com/bayramannakov/claude-reflect |

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| Description | Self-learning system that captures corrections during Claude Code sessions and syncs them to CLAUDE.md with human review | | Repository URL | https://github.com/bayramannakov/claude-reflect | | Category | Workflow / Developm

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| Repository URL | https://github.com/bayramannakov/claude-reflect |

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**GitHub**: https://github.com/Kamalnrf/claude-code-plugins

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- Keep descriptions consistent across platforms - Link back to main repo: https://github.com/bayramannakov/claude-reflect

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- Link back to main repo: https://github.com/bayramannakov/claude-reflect

`README.md`

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[![GitHub stars](https://img.shields.io/github/stars/BayramAnnakov/claude-reflect?style=flat-square)](https://github.com/BayramAnnakov/claude-reflect/stargazers)

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[![Version](https://img.shields.io/badge/version-3.3.1-blue?style=flat-square)](https://github.com/BayramAnnakov/claude-reflect/releases)

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[![License: MIT](https://img.shields.io/badge/License-MIT-green?style=flat-square)](https://opensource.org/licenses/MIT)

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[![Tests](https://img.shields.io/badge/tests-332%20passing-brightgreen?style=flat-square)](https://github.com/BayramAnnakov/claude-reflect/actions)

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[![Platform](https://img.shields.io/badge/platform-macOS%20%7C%20Linux%20%7C%20Windows-lightgrey?style=flat-square)](https://github.com/BayramAnnakov/claude-reflect#platform-support)

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- [Claude Code](https://claude.ai/code) CLI installed

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Claude Code [mods](https://claude.dev/blog/getting-started-with-claude-code-mods/) run inside the session, so the

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If you see errors like "Duplicate hooks file detected" or "No such file or directory" after updating, you need to clear the plugin cache. This is due to known Claude Code caching issues: - [#14061](https://github.com/anthropics/claude-code/

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- [#14061](https://github.com/anthropics/claude-code/issues/14061) - `/plugin update` doesn't invalidate cache

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- [#15369](https://github.com/anthropics/claude-code/issues/15369) - Uninstall doesn't clear cached files

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rm -rf ~/.claude/plugins/marketplaces/claude-reflect-marketplace

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rm -rf ~/.claude/plugins/cache/claude-reflect-marketplace

`commands/reflect-skills.md`

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Read, Write, Bash, Glob, Grep, AskUserQuestion, TodoWrite

`commands/reflect.md`

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Read, Edit, Write, Glob, Bash, Grep, AskUserQuestion, TodoWrite

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`commands/skip-reflect.md`

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`commands/view-queue.md`

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`mod/.claude-plugin/plugin.json`

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"author": {     "name": "Bayram Annakov",     "url": "https://github.com/bayramannakov"

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"name": "Bayram Annakov",     "url": "https://github.com/bayramannakov"   },

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"url": "https://github.com/bayramannakov"

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},   "repository": "https://github.com/bayramannakov/claude-reflect",   "license": "MIT"

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"repository": "https://github.com/bayramannakov/claude-reflect",

`mod/README.md`

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claude-reflect as a [Claude Code mod](https://claude.dev/blog/getting-started-with-claude-code-mods/): an in-process

`mod/hooks/reflect.test.tsx`

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`mod/hooks/register.tsx`

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`mod/types/index.d.ts`

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`scripts/capture_learning.py`

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`scripts/check_learnings.py`

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`scripts/clear_queue.py`

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`scripts/compare_detection.py`

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`scripts/extract_session_learnings.py`

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`scripts/extract_tool_errors.py`

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`scripts/extract_tool_rejections.py`

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`scripts/legacy/capture-learning.sh`

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`scripts/legacy/check-learnings.sh`

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`scripts/legacy/extract-session-learnings.sh`

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`scripts/legacy/extract-tool-rejections.sh`

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`scripts/legacy/post-commit-reminder.sh`

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`scripts/lib/init.py`

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`scripts/lib/reflect_utils.py`

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`scripts/lib/semantic_detector.py`

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`scripts/post_commit_reminder.py`

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`scripts/project_paths.py`

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`scripts/read_queue.py`

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`scripts/session_start_reminder.py`

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`tests/init.py`

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`tests/test_memory_hierarchy.py`

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"""https://, http://, mailto:, and other schemes are ignored."""

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f = self._write(             "CLAUDE.md",             "[GitHub](https://github.com/x.md)\n"

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"CLAUDE.md",             "[GitHub](https://github.com/x.md)\n"             "[Site](http://example.com/y.md)\n"

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```
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"[Site](http://example.com/y.md)\n"
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`tests/test_reflect_utils.py`

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`tests/test_semantic_detector.py`

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`tests/test_tool_errors.py`

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#!/usr/bin/env python3
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How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 3 facts

Network access in prose of documentationREADME.md:89Low confidence
Dangerous shell operation in code of documentationREADME.md:316Low confidence
Dangerous shell operation in code of documentationREADME.md:317Low confidence

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Native	Manifest .claude-plugin/marketplace.json	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

Add this badge to your README

It updates every night and links to this page.

[![BayramAnnakov/claude-reflect on hotskills](https://hotskills.dev/badge/bayramannakov-claude-reflect.svg)](https://hotskills.dev/skill/bayramannakov-claude-reflect/)

BayramAnnakov/claude-reflect

History

SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

claude-reflect

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Rank over the last 12 weeks

Before you install

.claude-plugin/plugin.json

CHANGELOG.md

DISTRIBUTION.md

README.md

commands/reflect-skills.md

commands/reflect.md

commands/skip-reflect.md

commands/view-queue.md

mod/.claude-plugin/plugin.json

mod/README.md

mod/hooks/reflect.test.tsx

mod/hooks/register.tsx

mod/types/index.d.ts

scripts/capture_learning.py

scripts/check_learnings.py

scripts/clear_queue.py

scripts/compare_detection.py

scripts/extract_session_learnings.py

scripts/extract_tool_errors.py

scripts/extract_tool_rejections.py

scripts/legacy/capture-learning.sh

scripts/legacy/check-learnings.sh

scripts/legacy/extract-session-learnings.sh

scripts/legacy/extract-tool-rejections.sh

scripts/legacy/post-commit-reminder.sh

scripts/lib/__init__.py

scripts/lib/reflect_utils.py

scripts/lib/semantic_detector.py

scripts/post_commit_reminder.py

scripts/project_paths.py

scripts/read_queue.py

scripts/session_start_reminder.py

tests/__init__.py

tests/test_integration.py

tests/test_memory_hierarchy.py

tests/test_reflect_utils.py

tests/test_semantic_detector.py

tests/test_tool_errors.py

How the signals fit together

Works with

You might also use

mohitagw15856/pm-claude-skills

coreyhaines31/makerskills

mhattingpete/claude-skills-marketplace

vibeeval/vibecosystem

Nagendhra-web/memory-bank

alebgl77/claude-inc

Add this badge to your README

`SKILL.md`

`.claude-plugin/plugin.json`

`CHANGELOG.md`

`DISTRIBUTION.md`

`README.md`

`commands/reflect-skills.md`

`commands/reflect.md`

`commands/skip-reflect.md`

`commands/view-queue.md`

`mod/.claude-plugin/plugin.json`

`mod/README.md`

`mod/hooks/reflect.test.tsx`

`mod/hooks/register.tsx`

`mod/types/index.d.ts`

`scripts/capture_learning.py`

`scripts/check_learnings.py`

`scripts/clear_queue.py`

`scripts/compare_detection.py`

`scripts/extract_session_learnings.py`

`scripts/extract_tool_errors.py`

`scripts/extract_tool_rejections.py`

`scripts/legacy/capture-learning.sh`

`scripts/legacy/check-learnings.sh`

`scripts/legacy/extract-session-learnings.sh`

`scripts/legacy/extract-tool-rejections.sh`

`scripts/legacy/post-commit-reminder.sh`

`scripts/lib/init.py`

`scripts/lib/reflect_utils.py`

`scripts/lib/semantic_detector.py`

`scripts/post_commit_reminder.py`

`scripts/project_paths.py`

`scripts/read_queue.py`

`scripts/session_start_reminder.py`

`tests/init.py`

`tests/test_integration.py`

`tests/test_memory_hierarchy.py`

`tests/test_reflect_utils.py`

`tests/test_semantic_detector.py`

`tests/test_tool_errors.py`