mrap

boi-delegation

Delegate tasks to BOI v2. Covers TOML spec authoring, dispatch, context wiring, and monitoring. Use when delegating any non-trivial task — code changes, research, generation, or multi-step work.

memory

Hex memory system — save, search, and retrieve persistent memories across sessions. Provides FTS5 + optional vector hybrid search over indexed files.

Adversarial analysis via conjecture and criticism. Spawns parallel agents to independently generate competing approaches, then each agent critiques all others. Consensus emerges from cross-criticism. Use when making recommendations with real alternatives, evaluating options, or when the user says "analyze", "evaluate", "criticize", "compare options", "what am I missing", or "poke holes".

hex-doctor

Validate hex agent structure and repair issues. Runs health checks against the expected directory layout, reports findings by severity, and auto-fixes safe issues. Also handles data migration from backup directories on first launch after bootstrap migration. Use when the user says "hex doctor", "check health", "fix my hex", "something is broken", or on first launch when .hex/migrate-from exists.

daily-landings

Plan daily landings — concrete end-of-day outcomes prioritized by who you're blocking, what's blocking you, and your own deliverables. Also supports weekly target setting, mid-day check-ins, and open thread tracking. Use at the start of every work day after data pulls are complete. Also use when the user says "plan my day", "what should I land today", "daily landings", "set landings", "update landings", "how are my landings", "landing check-in", "set weekly landings", "weekly targets", or "weekly check-in".

vibe-to-prod

Run the vibe-to-production pipeline on any Python project. Assesses code quality, generates characterization tests, prioritizes refactoring targets, and dispatches BOI specs for each phase. Use when the user says "vibe to prod", "harden this", "production-ready", "assess this project", "run assessment", or references the vibe-to-production playbook.

Code & Development Listed

hex-decide

Structure a decision when you're stuck. Turns "I need to think about X" into a clear options table with trade-offs and a recommendation. Saves the decision record so future sessions have the reasoning.

hex-upgrade

Upgrade hex to the latest version from hex