
Evidence before claims — run verification commands before declaring work complete, fixed, or passing
Evidence before claims — run verification commands before declaring work complete, fixed, or passing
Run a configurable multi-LLM council with personas, budget caps, synthesis, veto gates, and optional implementation handoff.
Structured four-way AI debates between Claude, Sonnet, Gemini, and Codex — use for critical decisions
NLSpec authoring — use when you need a structured specification from multi-AI research and consensus
System architecture and API design with multi-AI consensus — use for design reviews and new subsystems
Multi-AI validation, scoring, and review using Codex and Gemini CLIs (Double Diamond Deliver phase)
Multi-AI requirements scoping using Codex and Gemini CLIs (Double Diamond Define phase)
Multi-AI research using Codex and Gemini CLIs (Double Diamond Discover phase)
Design UI/UX systems with style guides, palettes, typography, and component specs for new interfaces
Thorough research across multiple sources — use for complex topics needing broad synthesis
Multi-AI implementation using Codex and Gemini CLIs (Double Diamond Develop phase)
Environment diagnostics — check providers, auth, config, hooks, scheduler, and more
Lock in user goals upfront and validate outputs against them — use to prevent scope drift
Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence
Craft better prompts using proven optimization techniques — use when your prompt needs refinement
Review code in two passes: spec compliance then quality — use for thorough PR or feature reviews
Run a full build-and-ship pipeline from a spec — use for hands-off project generation
URL validation and content sanitization for untrusted sources — use when handling external input safely
Pick up where you left off from a previous session — use after context resets, compaction, or new conversations
Write an AI-optimized PRD using multi-AI orchestration — use when scoping a new feature or product
Package and finalize completed work for delivery — use when a feature is done and ready to ship
Process screenshot-based UI/UX feedback to fix visual issues — use when users share screenshots of bugs
Quick execution for ad-hoc tasks without full workflow overhead — use for small, self-contained requests
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
Project remaining workflow cost from per-phase averages — warns on budget ceiling overruns
Trace codepaths in diffs, map against tests, auto-generate missing coverage — use before shipping PRs
Debug issues methodically — use when stuck on errors, test failures, or unexpected behavior
Present options with trade-offs for informed decision-making — use when choosing between approaches
Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables
Reverse-engineer design systems, tokens, and components from live products or screenshots
How to handle code review feedback — verify before implementing, push back when wrong, never agree blindly
Configure Claude Octopus — redirects to /octo:setup interactive wizard
Route ordinary init, review, and security requests to Claude-native capabilities first; escalate to Octopus only when multi-LLM diversity adds value
Track project blockers, bugs, and gaps across sessions — use when issues pile up or need triage
GitHub Copilot CLI as optional zero-cost provider via copilot -p programmatic mode
Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done
Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work
Show where you are in the workflow and what to do next — use for progress checks and orientation
Create zero-context implementation plans with bite-sized tasks — use for multi-step feature planning
Generate slide deck presentations from briefs — use when you need slides, pitch decks, or visual summaries
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox
Post-ship doc sync across project markdown. Use when: sync docs, update docs, document changes, release notes.
Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type
Switch to Knowledge Work mode for research and writing — use when task is non-code focused
Brainstorm creatively with pattern spotting and paradox hunting — use for ideation and exploration
Manage tasks with Claude Code native tools — use to track TODOs, delegate work, and monitor progress
Roll back to a previous checkpoint via git — use when a change went wrong and you need to revert
Build features with tests-before-code rigor — use for new features needing test coverage
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review
OWASP compliance, vulnerability scanning, and adversarial red team testing — use for security reviews
Decompose and execute large changes, migrations, or multi-issue fixes in parallel with quality gates
Persist design documents with branch tracking, revision chains, and cross-session discovery
Scope drift detection — compares actual diff against stated intent to catch scope creep and missing requirements. Informational only, never blocks.
UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.