claude-octopus

Write an AI-optimized PRD using multi-AI orchestration — use when scoping a new feature or product

Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work

Use when choosing native or multi-LLM handling for init, review, or security requests

Craft better prompts using proven optimization techniques — use when your prompt needs refinement

Switch to Knowledge Work mode for research and writing — use when task is non-code focused

Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence

Track project blockers, bugs, and gaps across sessions — use when issues pile up or need triage

Use when starting a complex or ambiguous task that risks scope drift

Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done

Run a full build-and-ship pipeline from a spec — use for hands-off project generation

Environment diagnostics — check providers, auth, config, hooks, scheduler, and more

Post-ship doc sync across project markdown. Use when: sync docs, update docs, document changes, release notes.

Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables

Persist design documents with branch tracking, revision chains, and cross-session discovery

Thorough research across multiple sources — use for complex topics needing broad synthesis

Generate slide deck presentations from briefs — use when you need slides, pitch decks, or visual summaries

Present options with trade-offs for informed decision-making — use when choosing between approaches

Debug issues methodically — use when stuck on errors, test failures, or unexpected behavior

Structured multi-provider AI debates between Claude and available advisors — use for critical decisions

Trace codepaths in diffs, map against tests, auto-generate missing coverage — use before shipping PRs

Project remaining workflow cost from per-phase averages — warns on budget ceiling overruns

GitHub Copilot CLI as optional zero-cost provider via copilot -p programmatic mode

Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type

Extract patterns and anatomy from URLs — use to reverse-engineer content strategies from live pages

Expert multi-AI code review with inline PR comments — use for thorough quality and security analysis