io.github.DanielGuru/repomemory
编码与调试by danielguru
为 AI coding agents 提供持久化 memory,支持混合搜索、自动会话捕获与上下文路由。
什么是 io.github.DanielGuru/repomemory?
为 AI coding agents 提供持久化 memory,支持混合搜索、自动会话捕获与上下文路由。
README
repomemory
Your codebase never forgets.
AI agents lose context every session. repomemory fixes that — one command creates a persistent, searchable knowledge base that any AI tool can read, search, and write to.
npx repomemory go
<div align="center">
<video src="https://github.com/DanielGuru/repomemory/raw/main/repomemory-demo.gif.mp4" width="100%" autoplay loop muted playsinline></video>
</div>The Problem
Every time you open a project with Claude Code, Cursor, Copilot, or any AI coding agent:
- It re-discovers your architecture from scratch
- It proposes changes that were already debated and rejected
- It re-introduces bugs that were already fixed
Your CLAUDE.md / .cursorrules helps, but it's static and gets stale.
The Solution
.context/
├── index.md ← Quick orientation (loaded every session)
├── facts/ ← Architecture, database, deployment
├── decisions/ ← "We chose Drizzle over Prisma because..."
├── regressions/ ← "This broke before. Here's what happened."
├── preferences/ ← Your coding style — follows you across all repos
├── sessions/ ← Auto-captured AI session summaries
└── changelog/ ← Monthly git history syncs
Facts tell agents how things work. Decisions prevent re-debating. Regressions prevent re-breaking. Preferences teach agents how you code.
Quick Start
With an API key (Claude Code, terminal workflows)
npx repomemory go
One command: sets up global profile, creates .context/, configures Claude Code + Cursor, runs AI analysis, prints CLAUDE.md instructions.
With Cursor (no API key needed)
npx repomemory setup cursor
This installs everything Cursor needs:
- MCP server in
~/.cursor/mcp.json(auto-starts repomemory in every project) - Rules in
.cursor/rules/repomemory.mdc(teaches Cursor's AI to use context) - 6 commands in
.cursor/commands/(run with/in Cursor chat)
Then in Cursor chat, type:
/repomemory-analyze
Cursor's own AI scans your repo and populates .context/ via the MCP tools. No external API key required — your Cursor subscription handles it.
Available Cursor commands:
| Command | What it does |
|---|---|
/repomemory-analyze | Full repo analysis — populates facts, decisions, index |
/repomemory-orient | Quick orientation at start of session |
/repomemory-search | Search the knowledge base |
/repomemory-record | Record a fact, decision, or regression |
/repomemory-session | Save a session summary |
/repomemory-status | Show context coverage |
Guided wizard
npx repomemory wizard
Walks through provider selection, tool integration, and first analysis. If no API keys are detected, offers a "None — I use Cursor" option that skips external analysis entirely.
Non-interactive (CI-safe)
npx repomemory go --yes --provider anthropic --embedding-provider gemini --max-files 80
No prompts when --yes / --defaults / --no-prompt is used.
MCP Server — Agents With Real Memory
The real power is the MCP server. When configured via repomemory setup claude, it auto-starts with Claude Code and gives agents 7 tools:
| Tool | What It Does |
|---|---|
context_search | Hybrid keyword + semantic search across repo + global context |
context_auto_orient | One-call orientation: index, preferences, recent sessions |
context_write | Write entries with smart scope routing (preferences → global) |
context_read | Read full content, repo-first with global fallback |
context_list | Browse entries with [repo]/[global] provenance tags |
context_risk | Assess modification risk — hotspots, hidden coupling, bus factor |
context_delete | Remove stale knowledge |
Agent: "Let me orient myself in this project..."
→ context_auto_orient()
→ Returns: project overview, preferences, recent sessions, recent changes
Agent: "Let me search for context about the auth flow..."
→ context_search("authentication flow")
→ Auto-routes to facts/ category, returns compact results
Agent: "I found a race condition. Let me record this."
→ context_write(category="regressions", filename="token-refresh-race", content="...")
→ Persisted. Detects if it supersedes an existing entry.
Sessions are auto-captured on shutdown. Zero config — repomemory setup claude handles everything.
Supported Tools
| Tool | Integration | API Key Required? |
|---|---|---|
| Claude Code | MCP server (auto-starts) + post-commit hook | Yes (for analysis) |
| Cursor | MCP server + rules + 6 slash commands | No — uses Cursor's built-in AI |
| GitHub Copilot | copilot-instructions.md | Yes (for analysis) |
| Windsurf | .windsurfrules | Yes (for analysis) |
| Cline | .clinerules | Yes (for analysis) |
| Aider | .aider.conf.yml | Yes (for analysis) |
| Continue | .continue/rules/ | Yes (for analysis) |
Cursor users: You don't need any API key. Run
npx repomemory setup cursor, then use/repomemory-analyzein Cursor chat. Cursor's AI does the analysis using the MCP tools — whatever model Cursor is using (it can even switch models mid-task).
Supported Providers
| Provider | Models | Env Variable |
|---|---|---|
anthropic | claude-sonnet-4-6, claude-opus-4-6 | ANTHROPIC_API_KEY |
openai | gpt-4o, o3-mini | OPENAI_API_KEY |
gemini | gemini-2.0-flash, gemini-2.5-pro | GEMINI_API_KEY / GOOGLE_API_KEY |
grok | grok-3, grok-3-mini | GROK_API_KEY / XAI_API_KEY |
Embeddings (optional, for semantic search): Gemini text-embedding-004 (free, default) or OpenAI text-embedding-3-small. Auto-detected from available API keys.
All Commands
repomemory go # One-command setup (add --yes for non-interactive)
repomemory wizard # Interactive guided setup
repomemory analyze # AI-powered repo analysis
repomemory analyze --merge # Update without overwriting edits
repomemory analyze --dry-run # Preview without API call
repomemory search <query> # Search knowledge base from terminal
repomemory status # Coverage and freshness report
repomemory doctor # Diagnostics and health check
repomemory dashboard # Local web UI (localhost:3333)
repomemory risk # Hotspots, coupling, ownership analysis
repomemory risk -f src/auth.ts # Targeted risk assessment for specific files
repomemory sync # Sync git history to changelog
repomemory setup <tool> # Configure Claude/Cursor/Copilot/etc
repomemory hook install # Auto-sync changelog on commits
repomemory global list # Manage global developer context
repomemory global export # Export global context as JSON
Configuration
.repomemory.json in your repo root (all fields optional):
{
"provider": "anthropic",
"model": "claude-sonnet-4-6",
"embeddingProvider": "gemini",
"hybridAlpha": 0.5,
"maxFilesForAnalysis": 80,
"enableGlobalContext": true
}
Custom ignorePatterns and keyFilePatterns are additive — they extend built-in defaults, not replace them.
Why Not Just CLAUDE.md?
| CLAUDE.md | repomemory | |
|---|---|---|
| Maintenance | Manual | AI-generated + agent-maintained |
| Search | Load everything | Hybrid keyword + semantic |
| Cross-tool | Claude Code only | 7 tools supported |
| Team knowledge | One person writes | Every AI session contributes |
| Decisions | Mixed in with instructions | Structured, searchable |
| Regressions | Not tracked | Prevents repeat bugs |
| Sessions | Not tracked | Auto-captured on shutdown |
| Freshness | Unknown | Staleness detection + auto-purge |
repomemory doesn't replace CLAUDE.md — it complements it. CLAUDE.md is for instructions and rules. .context/ holds the knowledge that grows over time.
Contributing
See CONTRIBUTING.md for development setup, testing, and contribution guidelines.
License
MIT
<div align="center">
Built for developers who are tired of AI agents forgetting everything between sessions.
</div>常见问题
io.github.DanielGuru/repomemory 是什么?
为 AI coding agents 提供持久化 memory,支持混合搜索、自动会话捕获与上下文路由。
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