Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy.

Triage PR review comments by classifying feedback, accepting actionable suggestions, rejecting non-applicable ones with explanations, and creating tracked follow-up tasks. Use when processing code review feedback on pull requests.

Select and apply Patronum operators for Effector code with minimal, practical v2.x examples. Use when tasks involve choosing between Patronum operators, composing reactive state flows, replacing manual sample/combine boilerplate with Patronum utilities, explaining operator signatures and return types, or adapting legacy Patronum usage to modern v2 shorthand and import patterns.

Add Signal channel integration via signal-cli device-link. Native adapter — no Chat SDK bridge.

Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.

Multi-stage pipeline for validating that vulnerability findings are real, reachable, and exploitable, preventing wasted effort on hallucinated findings, dead code paths, or findings with unrealistic preconditions.

Provides templates, style guidelines, and a complete workflow for writing MkDocs documentation, sample pages, and navigation updates for BlazorWebFormsComponents. Covers component doc structure with Web Forms vs Blazor syntax comparisons, migration guide templates, sample page creation in AfterBlazorServerSide with demo and source code sections, NavMenu.razor and ComponentList.razor updates, and README linking. Use when documenting a new or existing BWFC component, creating sample pages with escaped code blocks, updating mkdocs.yml navigation, or following the complete documentation workflow from docs to samples to README.

Transforms vague prompts into optimized Claude Code prompts. Adds verification, specific context, constraints, and proper phasing. Invoke with /best-practices.

Sequential Thinking MCP for structured step-by-step analysis via --deepthink flag. Separate from UltraThink which is Claude's native extended reasoning mode. Use for multi-step analysis or architecture decisions.

Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive analysis and fact-checking. Use PROACTIVELY for deep research, information gathering, or trend analysis.

Control desktop software (GIMP, Blender, LibreOffice, etc.) through CLI-Anything generated command-line interfaces. Calls real application backends — much more reliable than GUI automation via desktop_* tools.

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

Starter: frame a decision as a multi-model debate — picks sides, seats providers, and launches /octo:debate with a well-formed motion

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

Create SVG/HTML or Excalidraw diagrams for concepts, architecture, flows, and whiteboards.

Design a 2D floor plan and convert it into a realistic, high-quality 3D architectural rendering.

Create a stylized 6-box grid featuring a couple in various romantic poses and outfits, with each pose framed inside a unique cardboard box packaging.

Turn a real lifestyle photo into a polished "chibi clone sticker diary" image — the original person stays photorealistic, surrounded by 5–8 kawaii chibi mini-clones, scrapbook doodles, and handwritten-style captions that match the scene.

Design a high-CTR YouTube thumbnail — striking imagery, bold text placement, and emotional face/subject if needed.

Create a high-end cinematic product video advertisement starting from a simple product photo.