Use when users want to bootstrap the brain with existing project knowledge -- reading ADRs, feature specs, UX docs, commit history, and error patterns to seed institutional memory on a project that already has artifacts on disk. Also use for incremental re-hydration after significant work outside the pipeline.…
Use when users want to remove or disconnect the mybrain plugin's persistent memory layer. Handles teardown for all database strategies (Docker, local PostgreSQL, remote PostgreSQL), config file removal, and offers a disconnect-only option that preserves the database.
Use when users want to install or set up the atelier-pipeline multi-agent orchestration system in their project. Bootstraps all agent personas, rules, commands, references, and pipeline state files. Works for new and existing projects.
Institutional memory for AI agents via MCP. Gives your agent persistent memory that survives across sessions — mistakes (scars), successes (wins), decisions, and open threads. Use when you want your agent to stop repeating the same mistakes, carry context between sessions, and learn from experience. Not chat history …
Assemble a context package (code graph, requirements, constraints, blast radius) before a downstream generation task runs - human-approved, source-attributed. Do NOT use for simple lookups.