Initiate the orchestrator-worker cost model for this session. The main-loop model (expensive, metered) orchestrates, specs, verifies, and validates only; ALL drafting and mechanical work (code, docs, tests, sweeps, research) runs in Opus 4.8 subagents billed to plan allowance. Invoke at session start or whenever token…
CEO/founder-mode plan review. Rethink the problem, find the 10-star product, challenge premises, expand scope when it creates a better product. Three modes: SCOPE EXPANSION (dream big), HOLD SCOPE (maximum rigor), SCOPE REDUCTION (strip to essentials). Originally from Garry Tan's gstack…
Use when a user wants to plan and implement a new feature or bug fix from scratch. Triggers on requests like "I want to build X", "add a feature for Y", "fix Z", or when the user invokes /plan-and-build. Guides through clarifying questions, breaks work into small features, sets up a tasks folder, implements each…
Specialist skill for mobile E2E testing with Appium 2.x + Python (pytest) for Android and iOS. Use this skill whenever the user asks about: setting up Appium with Python, writing mobile test cases, configuring Android/iOS drivers (UIAutomator2, XCUITest), implementing Page Object Model for mobile, running tests with…
Restyle any ad or video into a completely different visual style — Aardman claymation, LEGO-style bricks, X-ray, 16-bit pixel art, Ghibli anime, felt puppets, voxel art, knitted yarn, premium 3D Pixar-style animation, or a custom style built live — while preserving the original shots, camera moves, motion, and timing…
Use this skill whenever the user wants to organize course materials, lecture notes, PPT/PDF/DOCX files, textbooks, personal notes, senior-student notes, historical exams, review questions, standards, manuals, or scattered study resources into a structured Markdown note library. Use it even when the user only says…
This skill should be used when the user asks about "AI motion design", "Higgsfield effects", "AI VFX", "style transfer video", "Ghibli anime style", "watercolor animation", "draw to video", "sketch animation", "Soul Inpaint", "Kling Video Edit", "AI video transitions", "video effects layering", "motion pacing", "act…
Gated protein design campaign: each expert judgement is a checkpoint a human signs off before compute is spent. Branches: de novo binder design (epitope choice, generation, co-folding ensemble ranking, ranked order sheet); structure and complex prediction with calibrated confidence; protein engineering (stability…
Creates structured multi-file implementation plans before build. Scope-aware: trivial tasks exit early, simple tasks get fast plans, complex tasks get full research + phase files + validation. Enforces Gate 1. Activated by /mk:plan or /mk:cook. NOT for ticket complexity analysis against an existing codebase (see…
Free, instant access to ecommerce data on 10M+ ecommerce stores and ecommerce websites. Search Shopify stores, WooCommerce sites, and more. Capabilities: (1) Search ecommerce stores by keyword & filters (2) Full store analytics with 100+ data fields (3) Historical GMV & traffic trends (4) Installed apps & tech stack…
Generates premium, multi-page, mobile-optimized (1:1 aspect ratio) PDF marketing brochures for exclusive retreats, workshops, luxury events, or any high-end product/service offering. Use this skill whenever a user asks to create a brochure, marketing PDF, event flyer, WhatsApp marketing material, social media…
Guides AI agents through Senzing entity resolution workflows using the Senzing MCP server. Covers data mapping to Senzing format, SDK code generation (Python, Java, C#, Rust, TypeScript/Node.js), documentation search, error troubleshooting, sample data access, reporting and visualization, SDK setup guides, and…
Personal engineering rules and reasoning patterns the user has curated over time. Consult BEFORE writing, modifying, debugging, or designing any technical feature — rules often cover domain-specific gotchas (e.g., mobile audio timers need background mode) that generic answers miss. Also triggers on /learn-this, "learn…
Use when the user asks to research a problem, find solutions, compare approaches, or investigate a technical topic by searching the internet and organizing findings into structured directories.
Production-grade LLM integration patterns for Ruby on Rails applications. USE THIS SKILL when the user needs to: integrate OpenAI, Claude, or any LLM API into a Rails app; use rubyllm gem or langchain-rb gem in Rails; build AI-powered features in Rails; manage prompts as templates; route between LLM models for cost…
Writing Intelligence v6 — the Sovereign Meaning Runtime. The governed craft kernel (11 passes, 27 genre packs, voiceprints, anti-slop) plus a semantic state machine — claims anchored to an exact span of an exact source version, semantic branches, proposals bound to the state they were written against, capability…
Multi-platform AI image generation via DashScope/Ark/Hunyuan/Zhipu/StepFun plus Grok/OpenAI/Gemini/FLUX (international), specializing in Chinese text rendering and photorealistic images.
Import a self-contained NeatContext context bundle shared by another person, or reconcile a newer copy of a context already on this machine, leaving the source bundle unchanged. Use only when the user explicitly invokes this skill or asks to import a NeatContext bundle.
Use when an agent should remember to ask Shellbrain for targeted recall at task start, subproblem changes, repeated failures, hypothesis changes, or closeout.
A thesis-reviewing guide for master's and doctoral research papers across different fields. It recognizes requests in Chinese and English and uses field-specific review guidance where available.
Use when designing, reviewing, or refactoring a CLI that must serve AI agents alongside humans, or when converting an API or SDK into an agent-usable CLI interface.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: