Codebase Onboarding
Makes AI-generated content sound genuinely human — not just cleaned up, but alive.
Understand the PM-to-Director transition through altitude and horizon thinking.
Automate Alttext AI tasks via Rube MCP (Composio).
Best practices for Remotion video creation in React — scaffolding, compositions, animations, transitions — PLUS hard-won rules for…
Automatically sync documentation and configuration after any skill is added or updated.
Generate complete user documentation for a web app with screenshots.
Generates ARCHITECTURE.md files for PHP projects.
Navigate finding aids, catalog systems, and archival hierarchies to locate relevant collections and documents efficiently
[COMMUNITY] Determine medical-device classification for software-as-medical-device (SaMD) or AI-as-medical-device (AIaMD) under UK MDR…
Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied…
Expert guide for Backend.AI distributed computing platform.
Draft or judge content in Ben van Sprundel's voice.
bkend.ai project tutorials (todo to SaaS) and common error troubleshooting.
Building and maintaining custom REDAXO addons – package.yml, boot.php, install/update/uninstall, lang files, fragments, backend pages, the…
Audit existing changelog and deprecation practices — find missing entries, undocumented breaks, and stale deprecations.
Check manuscript compliance with medical research reporting guidelines.
Connects AI coding assistants to self-hosted Outline knowledge bases via Model Context Protocol (MCP) for structured documentation…
Write release blog posts for Chorus — problem-first narrative, bilingual (zh/en), following the project's editorial style.
PRODUCES a citation-budget plan/report (`output/CITATION_BUDGET_REPORT.md`); does NOT edit the draft.
Use when a review workspace has manuscript text and needs a traceable claim ledger.