
Prototype one risky assumption within a fixed budget, then keep or discard the result
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
Build a behavior change with observed red, minimal green, and measured test consolidation
Principles for writing skills that behave the same way every run — use when adding, editing, or reviewing a skill in this plugin
Expert multi-AI code review with inline PR comments — use for thorough quality and security analysis
Trace codepaths in diffs, map against tests, auto-generate missing coverage — use before shipping PRs
Environment diagnostics — check providers, auth, config, hooks, scheduler, and more
Break a plan or spec into vertical slices that each declare what blocks them — use when work is agreed but not yet cut into fileable pieces
Multi-AI research using available external providers (Double Diamond Discover phase)
Convert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables
Use when starting a complex or ambiguous task that risks scope drift
Use when a reviewer, CI bot, or another AI leaves feedback to address
Craft better prompts using proven optimization techniques — use when your prompt needs refinement
URL validation and content sanitization for untrusted sources — use when handling external input safely
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
Present options with trade-offs for informed decision-making — use when choosing between approaches
Review system architecture, simplify boundaries, or compare interface designs from repository evidence
Interrogate a plan, decision, or design one question at a time until it holds — use to stress-test your own thinking before committing to it
Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type
Show where you are in the workflow and what to do next — use for progress checks and orientation
Thorough research across multiple sources — use for complex topics needing broad synthesis
Run a configurable multi-LLM council with personas, budget caps, synthesis, veto gates, and optional implementation handoff.
NLSpec authoring — use when you need a structured specification from multi-AI research and consensus
Run a full build-and-ship pipeline from a spec — use for hands-off project generation
Use when about to declare work complete, fixed, passing, or done
Multi-AI validation, scoring, and review using available external providers (Double Diamond Deliver phase)
Audit whether a multi-agent setup earns its coordination cost — use before adding an agent, or when a workflow feels slow or agents agree without adding signal
Track project blockers, bugs, and gaps across sessions — use when issues pile up or need triage
Move incoming issues and pull requests through triage states until each is actionable or closed — use when the queue has piled up or a report arrives unsorted
Write an AI-optimized PRD using multi-AI orchestration — use when scoping a new feature or product
Configure Claude Octopus — redirects to /octo:setup interactive wizard
Package and finalize completed work for delivery — use when a feature is done and ready to ship
Decompose large tasks across parallel agents — use for migrations, multi-file refactors, or batch work
Multi-AI requirements scoping using available external providers (Double Diamond Define phase)
Post-ship doc sync across project markdown. Use when: sync docs, update docs, document changes, release notes.
Use when a PR or feature needs both specification and code-quality review
Multi-AI implementation using available external providers (Double Diamond Develop phase)
Create zero-context implementation plans with bite-sized tasks — use for multi-step feature planning
Decompose and execute large changes, migrations, or multi-issue fixes in parallel with quality gates
Starter: interpret a council run's verdict artifacts — quorum, dissent, cross-lab validity, and what to do next
Starter: compare model costs for a described task — maps task shape to the cheapest adequate seat and shows the price spread
OWASP compliance, vulnerability scanning, and adversarial red team testing — use for security reviews
Starter: frame a decision as a multi-model debate — picks sides, seats providers, and launches /octo:debate with a well-formed motion
Project remaining workflow cost from per-phase averages — warns on budget ceiling overruns
Starter: one-screen provider health summary — availability, auth method, version drift, and cost posture for every seatable provider
Audit codebases for quality, consistency, and broken patterns — use for pre-release or tech debt review
Wrap up a branch — run tests, create PR, merge or discard — use when implementation is done
GitHub Copilot CLI as optional zero-cost provider via copilot -p programmatic mode
Use when a nontrivial change needs end-to-end verification before committing or shipping
Generate slide deck presentations from briefs — use when you need slides, pitch decks, or visual summaries
Structured multi-provider AI debates between Claude and available advisors — use for critical decisions
Pick up where you left off from a previous session — use after context resets, compaction, or new conversations
Debug a reproducible symptom with a bounded feedback loop and original-scenario verification
Persist design documents with branch tracking, revision chains, and cross-session discovery
Design UI/UX systems with style guides, palettes, typography, and component specs for new interfaces
Run tasks in a loop until goals are met — use for iterative refinement, polling, or convergence
Switch to Knowledge Work mode for research and writing — use when task is non-code focused
Use when choosing native or multi-LLM handling for init, review, or security requests
Roll back to a previous checkpoint via git — use when a change went wrong and you need to revert
OpenClaw instance administration — manage hosts across macOS, Ubuntu/Debian, Docker, OCI, and Proxmox
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.
Scope drift detection — compares actual diff against stated intent to catch scope creep and missing requirements. Informational only, never blocks.