# BayramAnnakov/claude-reflect

A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.

Repository: https://github.com/BayramAnnakov/claude-reflect
Canonical: https://ross.abutalabs.com/products/claude-reflect
Language: Python
License: MIT
License Family: permissive
Topics: claude-code, claude-skills, memory, productivity, self-learning
Last push: 2026-03-16T19:41:15+00:00

## Health v2 (maintenance only)
Score: 60/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 72, release rhythm 70, longevity 17
- inputs: {"age_days": 242, "days_push": 170, "days_rel": 202, "gap_med": 1.0, "n_releases_24m": 13}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1415, forks 118 (observed 2026-08-28T04:04:39.564922+00:00)

## What it is
A Claude Code plugin that captures user corrections and positive feedback via hooks, then syncs them into CLAUDE.md and AGENTS.md as permanent memory. It also analyzes past session history to discover repeating workflow patterns and suggest reusable slash-command skills.

## Use cases
- make Claude Code remember my corrections across sessions
- automatically capture feedback I give to Claude Code
- sync learnings into CLAUDE.md
- find repeating patterns in my Claude Code sessions
- generate reusable slash commands from my workflow
- improve Claude Code skills based on corrections

## When to choose
- you use Claude Code daily and keep repeating the same corrections
- you want persistent, versioned memory for AI coding assistants
- you want to turn recurring tasks into reusable commands

## When to avoid
- you don't use Claude Code or similar agent CLIs
- you prefer manually curating your CLAUDE.md
- you need a general-purpose LLM memory library outside coding workflows

## Facets
- artifact type: plugin
- maturity: active
- function: agent-framework, prompt-engineering, developer-tools, workflow-automation, configuration-management
- domain: developer-tools, artificial-intelligence
- platform: windows, python, cli
- tags: claude-code, claude-skills, memory, self-learning, claude-md, hooks, skill-discovery, ai-agents, automation, macos, linux

## Member repositories
- BayramAnnakov/claude-reflect (main) score 60

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:39.564922+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:38:07.570898+00:00, confidence not recorded.
  - readme: https://github.com/BayramAnnakov/claude-reflect (fetched 2026-08-28T04:04:39.564922+00:00, sha f9a3a73d24e0)
- Data as of 2026-08-30T08:39:29.467469+00:00.