maggy（maggy 搜索）

Maggy Skill

Maggy is a generic, local AI engineering command center that ships with claude-bootstrap. Install once, point it at your team's issue tracker and codebases, and get:

• AI-prioritized inbox — ranks open issues by urgency, OKR alignment, and recency
• One-click Execute — spawns Claude Code locally with iCPG context injected
• Competitor intelligence — daily AI briefing on your competitive landscape
• No hardcoding — works for any team, any stack, any issue tracker

⚠️ Execute permission model (important)

Execute currently runs claude -p --dangerously-skip-permissions so the TDD pipeline isn't blocked waiting on approval prompts (subprocess has no terminal). That flag grants Claude full permission to write/edit files and run shell commands inside the target codebase, and the prompt it receives includes content from the issue tracker (which any team member can author).

Hardening already in place:

• working_dir is validated against the list of codebase roots in ~/.maggy/config.yaml — Claude can't be pointed at arbitrary filesystem paths.
• Only tickets from your configured trackers reach Execute; no public-internet input flows into the prompt.

Roadmap: move the unconditional flag behind per-codebase config (auto_approve: true|false) so privileged execution becomes opt-in. Until then, treat Execute like git pull && make on any ticket you push the button for — only run it on repos you own, against tickets from authors you trust.

┌──────────────────────────────────────────────────────────────┐
│  claude-bootstrap  ──────────────┐                           │
│  ├── skills/         ← installed globally → ~/.claude/       │
│  ├── commands/       ← installed globally → ~/.claude/       │
│  ├── scripts/icpg/   ← used by Maggy for context enrichment  │
│  └── maggy/          ← OPTIONAL: run `./install.sh` to use   │
│      ├── src/                                                │
│      │   ├── providers/   ← GitHub / Asana / Linear          │
│      │   ├── services/    ← inbox, competitor, executor      │
│      │   └── api/         ← FastAPI routes                   │
│      └── install.sh                                          │
└──────────────────────────────────────────────────────────────┘

When Maggy Helps

Install and Configure

# One-time install
cd $(cat ~/.claude/.bootstrap-dir)/maggy
./install.sh

# Configure
# Edit ~/.maggy/config.yaml — see maggy/config.example.yaml for the schema

# Credentials
export GITHUB_TOKEN=ghp_...
export ANTHROPIC_API_KEY=sk-ant-...

# Run
python3 -m src.main

# Or from Claude Code:
#   /maggy-init    # interactive wizard
#   /maggy         # launch dashboard

Provider Abstraction

Maggy services never see GitHub/Asana directly — they talk to an IssueTrackerProvider Protocol. Drop-in swap between:

• GitHubIssuesProvider — scans multiple repos, aggregates open issues, maps "done" → closed
• AsanaProvider — queries projects, respects workspace scope
• LinearProvider — stub for future

The same inbox, Execute pipeline, and Competitor features work with any provider.

Execute Pipeline

When you click Execute on a ticket:

1. Maggy queries the configured iCPG (from claude-bootstrap) for relevant symbols, blast radius, and prior intents
2. Picks the right working directory based on ticket keywords + configured codebases
3. Spawns claude -p --dangerously-skip-permissions in that directory
4. Runs analyze → write failing tests → implement
5. Captures output in a session you can follow in the Sessions tab

Because the spawned Claude Code runs in the target repo, it picks up:

• That repo's CLAUDE.md
• Your global ~/.claude/CLAUDE.md
• All bootstrap skills
• .claude/hooks/, .mcp.json

So Execute gets the full bootstrap experience — not a stripped-down version.

Competitor Intelligence

Generic — works for any domain:

1. Configure competitors.categories: ["fintech", "embedded-finance"] in ~/.maggy/config.yaml
2. Click Discover — Claude identifies 12-18 competitors (market leaders, AI-first challengers, vertical specialists)
3. Maggy monitors their RSS blogs + Google News daily
4. Daily briefing is generated once per day (cached), regeneratable on demand

Not Included

Maggy MVP is focused. Not shipped:

• Meeting bot (voice)
• Slack integration
• P2P network + session handoff
• Self-improvement (/improve-maggy)
• Linear provider (stub only)

These are v2 work.

Files

• maggy/PLAN.md — architecture rationale
• maggy/README.md — user docs
• maggy/src/providers/base.py — IssueTrackerProvider Protocol
• maggy/src/services/executor.py — TDD pipeline
• maggy/src/services/competitor.py — discovery + briefing
• maggy/src/services/inbox.py — AI prioritization
• commands/maggy.md — /maggy launcher
• commands/maggy-init.md — /maggy-init setup wizard