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agentwatch

A tool with two purposes:

  1. Monitor & control AI coding agents — see what's running, track sessions, enforce security gates
  2. Review & contribute session data — sanitize transcripts, enrich with feedback, share with researchers

Architecture

Agentwatch uses a two-server architecture:

Component Port Purpose Lifecycle
Watcher 8420 Real-time monitoring daemon Always-on background service
Analyzer 8421 Analysis and sharing dashboard On-demand (opens with browser, closes when browser closes)

Watcher monitors running processes, captures hook events, and provides WebSocket updates. Analyzer handles transcript indexing, enrichments, annotations, and data sharing.

Quick Start

# Install
git clone https://github.com/nickmvincent/agentwatch && cd agentwatch
bun install
cd packages/cli && bun link && cd ../..

# Start the watcher (background monitoring)
aw watcher start

# For Claude Code: Install hooks for real-time tracking
aw hooks install

# Open analysis dashboard (when you want to review sessions)
aw analyze            # Opens browser, closes with browser

User Flow

  1. Start watcher onceaw watcher start runs in background, monitors agents
  2. Work normally — Claude Code hooks capture tool usage automatically
  3. Open analyzer when neededaw analyze for reviewing sessions, analytics, sharing

Agent Support

Agent Transcripts Hooks Process Detection Command Center
Claude Code
Codex CLI
Gemini CLI
Cursor
OpenCode

Legend:

  • Transcripts: Read and parse local session logs (~/.claude/, ~/.codex/, ~/.gemini/)
  • Hooks: Real-time tool tracking via Claude Code hooks (aw hooks install)
  • Process Detection: Detect running agents, view CPU/memory
  • Command Center: Launch agent sessions via web UI

See Getting Started for detailed setup instructions.

Features

For Daily Development

Feature Description
Monitor Detect running agents, view state (working/waiting/stalled), CPU/memory
Track Session history, tool usage stats, token counts, cost estimation
Secure Test Gate blocks commits until tests pass; permission presets for protection
Launch Start agents with aw run "prompt" and track what you asked

For Data Contribution

Feature Description
Analyze Auto-tags, quality scores, success rates, loop detection
Annotate Rate sessions (thumbs up/down), add notes and tags
Sanitize Redact secrets, PII, file paths before sharing
Contribute Export bundles or upload directly to HuggingFace
Audit Full transparency into what data is collected and shared

See CLI Reference for all commands.

Web UIs

Watcher Dashboard (port 8420)

Real-time monitoring — view with aw watcher start then open http://localhost:8420

Tab Purpose
Agents Monitor running agents, session status, tool usage
Repos Git repository status (staged, unstaged, conflicts)
Ports Listening ports spawned by agents
Activity Real-time unified event feed with filtering
Command Launch agent sessions with aw run
Settings Notification and hook configuration

Analyzer Dashboard (port 8421)

Analysis and sharing — open with aw analyze

Tab Purpose
Sessions Browse all sessions with enrichments and annotations
Analytics Success rates, costs, quality trends over time
Projects Manage project configurations
Share Sanitize and export sessions for contribution
Docs In-app documentation
Settings Claude Code settings, Test Gate configuration

Keyboard shortcuts: 1-6 switch tabs, r refresh

Documentation

Getting Started Reference Contributing Data
Getting Started CLI Reference Data Contribution Guide
Glossary Configuration Data Sources
Security Guide API Reference

Full index: docs/README.md

Package Structure

packages/
├── cli/              # Command-line interface (aw watcher, aw analyze)
├── core/             # Shared types and utilities
├── watcher/          # Watcher server (port 8420) - monitoring daemon
├── analyzer/         # Analyzer server (port 8421) - analysis dashboard
├── shared-api/       # Shared API utilities (converters, sanitizers)
├── monitor/          # Process and repo scanning
├── pre-share/        # Sanitization pipeline
├── tui/              # Terminal UI (Ink/React)
├── daemon/           # [DEPRECATED] Legacy combined server
└── transcript-parser/# Transcript parsing utilities

web/                  # Web dashboards (React + Vite)
├── src/apps/watcher/ # Watcher UI (Agents, Repos, Ports, Timeline)
├── src/apps/analyzer/# Analyzer UI (Sessions, Analytics, Share, etc.)
└── src/components/   # Shared React components

pages/                # Static demo site (Astro)
docs/                 # Documentation

Development

bun run dev              # Watcher + unified web with hot reload
bun run build            # Build all packages
bun run test             # Run all tests (800+ tests)

# Build split UIs
cd web
bun run build:watcher    # Build watcher UI → dist/watcher/
bun run build:analyzer   # Build analyzer UI → dist/analyzer/
Command Description
bun run dev Full-stack with hot reload (http://localhost:5173)
bun run dev:watcher Watcher dev mode
bun run dev:web Web only (needs watcher running)
aw watcher start Production watcher (port 8420)
aw analyze Production analyzer (port 8421)

License

MIT

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