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.

install

source · Clone the upstream repo

git clone https://github.com/BayramAnnakov/claude-reflect

Claude Code · Install into ~/.claude/skills/

git clone --depth=1 https://github.com/BayramAnnakov/claude-reflect ~/.claude/skills/bayramannakov-claude-reflect-claude-reflect

manifest: 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

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
`/reflect-skills`	Discover skill candidates from repeating patterns
`/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)

Learning Destinations

```
~/.claude/CLAUDE.md
```
- Global learnings (model names, general patterns)
```
./CLAUDE.md
```
- Project-specific learnings (conventions, tools, structure)
```
./CLAUDE.local.md
```
- Personal learnings (machine-specific, gitignored)
```
./.claude/rules/*.md
```
- Modular rules with optional path-scoping
```
~/.claude/rules/*.md
```
- Global modular rules
```
~/.claude/projects/<project>/memory/*.md
```
- Auto memory (low-confidence, exploratory)
```
commands/*.md
```
- Skill improvements (corrections during skill execution)

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]