brain-seed

Instantly seed the brain with pre-built stack conventions so your AI team starts informed from session one — no cold start.

Trigger

This skill activates when the user runs /brain-seed, /brain-seed <profile>, or /claude-teams-brain:brain-seed.

Workflow

Step 1 — If no profile argument given, list available profiles

python3 "${CLAUDE_PLUGIN_ROOT}/scripts/brain_engine.py" list-profiles

Parse the JSON array and present the options to the user as a clean table:

Available profiles:
  nextjs-prisma      Next.js + Prisma (App Router)       15 conventions
  fastapi            FastAPI + SQLAlchemy (Async)         14 conventions
  go-microservices   Go Microservices                     14 conventions
  react-native       React Native (Expo)                  14 conventions
  python-general     Python (Modern Best Practices)       15 conventions

Ask the user which profile they want to seed, then proceed to Step 2.

Step 2 — Seed the chosen profile

python3 "${CLAUDE_PLUGIN_ROOT}/scripts/brain_engine.py" seed-profile "<profile_name>" "${CLAUDE_PROJECT_DIR}"

Parse the JSON response:

• status — "ok" or "not_found" or "error"
• profile — human-readable profile name
• conventions_added — number of conventions seeded
• message — confirmation message
• available — (only on not_found) list of valid profile names

Step 3 — Confirm and guide next steps

On success, respond with:

"✅ Seeded {conventions_added} conventions from the {profile} profile. These will be injected into all future teammates automatically.

Next steps:

• Run /brain-remember <text> to add project-specific overrides on top of the profile
• Spawn your first team — teammates will receive these conventions immediately
• Run /brain-query <role> to preview exactly what a teammate will see"

On not_found, list the available profiles and ask the user to choose one.

Step 4 — Handle custom profiles

If the user provides a file path (e.g., /brain-seed ./my-conventions.json), pass it directly to seed-profile. The engine accepts file paths in addition to built-in profile names.

Custom profile JSON format:

{
  "name": "My Team Conventions",
  "description": "Our specific stack",
  "stack": ["tag1", "tag2"],
  "conventions": [
    "Always use TypeScript strict mode",
    "Use Zod for validation"
  ]
}

Notes

• Seeded conventions are stored as manual memories — identical to /brain-remember entries
• They persist across all future sessions and get injected into every new teammate
• Seeding is additive — you can layer multiple profiles (e.g., nextjs-prisma + your own customs)
• ${CLAUDE_PLUGIN_ROOT} and ${CLAUDE_PROJECT_DIR} are set by Claude Code's hook environment