claude-reflect is a self-learning system for Claude Code that records corrections, positive feedback, preferences, and recurring workflows as persistent instructions or reusable skills. It helps Claude Code users retain lessons across sessions and improve repeated tasks, with catalogue add-ons providing its hooks, commands, instructions, plugin, and skill.
Borrowing it
Nothing to install: this file belongs to BayramAnnakov/claude-reflect. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/BayramAnnakov/claude-reflect/main/CLAUDE.mdgit clone --depth 1 https://github.com/BayramAnnakov/claude-reflectWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/bayramannakov/claude-reflect/claude-md)<a href="https://agentmods.dev/instructions/bayramannakov/claude-reflect/claude-md"><img src="https://agentmods.dev/badge/instructions/bayramannakov/claude-reflect/claude-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01872 | $0.01872 |
| Opus 5 | $0.00936 | $0.00936 |
| Sonnet 5 | $0.00374 | $0.00374 |
| Haiku 4.5 | $0.00187 | $0.00187 |
Grade B, and why
claude-reflect CLAUDE.md scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
cat ~/.claude/learnings-queue.json How it starts
The opening of the file, as written. The whole thing — 198 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
claude-reflect is a Claude Code plugin that implements a two-stage self-learning system:
- Capture Stage (automatic): Hooks detect correction patterns in user prompts and queue them
- Process Stage (manual):
/reflectcommand processes queued learnings with human review and writes to CLAUDE.md files
Architecture
.claude-plugin/plugin.json → Plugin manifest, points to hooks
hooks/hooks.json → Hook definitions (PreCompact, PostToolUse)
scripts/ → Python scripts for hooks and extraction
scripts/lib/ → Shared utilities (reflect_utils.py)
scripts/legacy/ → Deprecated bash scripts (for reference)
commands/*.md → Skill definitions for /reflect, /reflect-skills, /skip-reflect, /view-queue
SKILL.md → Context provided when plugin is invoked
tests/ → Test suite (pytest)
Data Flow
- User prompt →
capture_learning.py(UserPromptSubmit hook) →~/.claude/learnings-queue.json /reflectcommand → reads queue + scans sessions → filters/dedupes → routes to memory targets- Session files live at
~/.claude/projects/[PROJECT_FOLDER]/*.jsonl
Memory Targets (Full Hierarchy)
| Target | Path | Type | Description |
|---|---|---|---|
| Global CLAUDE.md | ~/.claude/CLAUDE.md |
global |
Always enabled |
| Project CLAUDE.md | ./CLAUDE.md |
root |
Project-specific |
| CLAUDE.local.md | ./CLAUDE.local.md |
local |
Personal, gitignored |
| Subdirectory | ./**/CLAUDE.md |
subdirectory |
Auto-discovered |
| Project Rules | ./.claude/rules/*.md |
rule |
Modular, path-scoped |
| User Rules | ~/.claude/rules/*.md |
user-rule |
Global modular rules |
| Auto Memory | ~/.claude/projects/<project>/memory/*.md |
auto-memory |
Low-confidence staging |
| Skill Files | ./commands/*.md |
skill | Correction during skill use |
| AGENTS.md | ./AGENTS.md |
agents | Cross-tool standard |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 198 lines · 1,872 tokens per session scan B 9504b497181b
claude-reflect CLAUDE.md is an instructions file published in the GitHub repository BayramAnnakov/claude-reflect (1,429 stars, last pushed 5mo ago), licensed MIT. It adds 1,872 tokens to every session, about $0.0094 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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