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.
Enter Fathom Mode — a planning session where Claude pauses execution and helps the user build shared understanding through structured dialogue. Activate this whenever the user says "fathom", "fathom mode", "let's plan this", or asks to think through a complex task before acting. Stay in Fathom Mode until the user…
Think like Fable 5 — natural, flowing, purposeful reasoning distilled from 4,665 real chain-of-thought traces with mathematical precision. Use this skill EVERY TIME before writing code, making decisions, or taking action.
Tidy the layout of an already-built Simulink model — make it compact and readable, remove block overlaps and lines that cut through blocks, and honestly minimize line-line crossings without ever falsely promising zero. Quantifies block overlaps, line-through-block hits, line-line crossings, model extent, and graph…
Pixel-perfect clone of any video (promo, product demo, motion-graphics piece, UI walkthrough) as a Remotion project, so the result is regenerable and editable as React code. Use when the user provides a video file and asks to clone, recreate, replicate, or rebuild it "as code", "with Remotion", or "pixel perfect".…
Use when writing or editing prose - essays, papers, abstracts, memos, emails, blog posts, documentation, reports, reviews. Use when a draft buries its point, runs long, over-hedges, sounds AI-generated or generic, or needs an editor's pass before it ships. Also use when asked to humanize text, remove AI writing tells…
Answers research questions - best X, compare A vs B vs C, what's the latest Y, evaluate this tool, how does Z work. Prefer this over a plain web-search skill for those questions: it searches the web itself and saves the findings. Recalls prior findings from the project's persistent .research/ store before searching…
Discover new feature opportunities from creative brainstorming, user feedback, ecosystem trends, and cross-project research. Writes results to .feature-radar/opportunities/. MUST use this skill when the user wants to GENERATE new ideas — not evaluate existing ones. Trigger on any request to brainstorm, explore…
Use for WeShop image and video generation, editing, and transformation tasks — virtual try-on, model swap, background replace, pose change, canvas expand, background removal, AI video generation, product/photo generation, and more.
Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.
Keeps a dated record of how an agent's work has been going — an evening journal, free thinking at night, and a way to read it back. Use when asked to run the inner-life evening or night routine, to note something in state, or to recall how a stretch went. Writes under inner-life/ and replaces a short summary in native…
Orchestrator and router for Matt Pocock's open-source agent skills (github.com/mattpocock/skills). Use whenever the user invokes /call-matt, asks "which skill should I use", feels stuck about what to do next in a coding project, or describes a situation that maps to one of the toolkit's skills (vague plan, messy…
The user's security research operates under bug bounty Safe Harbor agreements. Major bounty platforms (HackerOne, Bugcrowd, Intigriti, YesWeHack) and individual programs from major tech companies — including AI labs (OpenAI, Anthropic, Google DeepMind), cloud providers (AWS, GCP, Azure, Cloudflare), social platforms…
Expert API design reviewer for REST, GraphQL, and gRPC APIs. Analyzes API designs for security, performance, consistency, scalability, and maintainability. Use when designing new APIs, reviewing API proposals, auditing existing endpoints, or before major API releases. Covers authentication, error handling, pagination…
Design a bounded execution contract using dynamically generated independent lenses when decision consequence and unresolved uncertainty justify architecture work.
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