skills

In the author's own words, from each skill's SKILL.md.

• ai-character-imaging

  Use when generating a consistent AI character or persona across many images and short motion loops — a virtual artist, mascot, brand persona or recurring character — and the face must stay the same person from plate to plate. Covers the canon identity pack, prompt slots, model choice, content-filter workarounds, owner review rounds, upscaling without waxy skin, seamless Kling motion loops, and pa…

  skills/ai-character-imaging/SKILL.md on GitHub (opens in a new tab)

• beat-the-benchmark-website

  Build or overhaul a showcase, portfolio, artist, product or character website so it measurably meets or exceeds a named benchmark site, and prove it instead of claiming it. Runs a per-area benchmark audit, a single generated source of truth for every figure, an owner voting gallery for assets, parallel builds with one integrator, parallel independent QC and Codex adversarial review against immuta…

  skills/beat-the-benchmark-website/SKILL.md on GitHub (opens in a new tab)

• better-stimulus

  Apply Better Stimulus best practices for writing maintainable, reusable StimulusJS controllers following SOLID principles

  skills/better-stimulus/SKILL.md on GitHub (opens in a new tab)

• decision-docket

  Keep one standing page of every decision you need from the user, each written so it can be answered cold: what happened, why it's their call, the options with their cost and gain, your recommendation, and what happens if they do nothing. The user records answers on the page; you read them back on each check-in, act, log the ruling, and remove the card. Use during long-running or autonomous work,…

  skills/decision-docket/SKILL.md on GitHub (opens in a new tab)

• deletion-test

  Run the regenerative-software deletion test on one component: extract its intent and decision records from code, history, and tickets; write a durable contract spec that asserts promises rather than pinned numbers; mutation-test both oracles; delete the implementation and regenerate it in isolated arms from the intent alone; score every candidate by behavioral diff; write findings that name evalu…

  skills/deletion-test/SKILL.md on GitHub (opens in a new tab)

• graphs-and-shit

  Pull the latest data from wherever it lives (a survey, a spreadsheet, an API, a database query, a CSV) and turn it into a shareable, editable Claude Doc with hand-drawn charts: a lead that states the answer, short sections, one chart per finding, every chart checked in a screenshot before you call it done. Also refreshes a doc it made earlier with new data. Use when asked to make graphs, chart so…

  skills/graphs-and-shit/SKILL.md on GitHub (opens in a new tab)

• mcp-oauth-setup

  Implement MCP server authentication with OAuth Dynamic Client Registration (RFC 7591), Authorization Server Metadata Discovery (RFC 8414), and generalized per-agent credential support. This skill should be used when building admin UIs that let users connect to third-party MCP servers, whether they use OAuth (Linear, Sentry, Granola), bearer tokens (Render, custom APIs), or API keys. Covers the fu…

  skills/mcp-oauth-setup/SKILL.md on GitHub (opens in a new tab)

• rails-activity-timeline

  Add polymorphic activity timelines with live Turbo Stream updates to any Rails model. Covers migration, model, concern, shared partials, broadcasting, and optional AI-generated change summaries.

  skills/rails-activity-timeline/SKILL.md on GitHub (opens in a new tab)

• rails-tiptap-autosave

  Add Tiptap rich text editing with debounced autosave to Rails models using Stimulus. Stores markdown in text columns (not ActionText). Covers installation, Stimulus controller, shared partials, Turbo cache handling, and optional change tracking.

  skills/rails-tiptap-autosave/SKILL.md on GitHub (opens in a new tab)

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