Break a large story or epic into smaller deliverable stories using proven split patterns.
Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task. This…
Use AlphaEarth Foundations Satellite Embeddings in Google Earth Engine (GEE) for change detection and area summarization.
Always use this skill when integrating Base UI components `@base-ui-components/react` with Material UI `@mui/material`.
Use when starting any conversation in a Crazy Skills project — establishes how to find and use Crazy Skills, requiring skill invocation…
Builds and modifies dbt models, writes SQL transformations using ref() and source(), creates tests, and validates results with dbt show.
Use when designing a system whose past behaviour must be recoverable as a fact — RL training substrates, multi-agent simulations…
Use as the FIRST action on any research, investigation, or codebase-understanding request — "research X", "investigate X", "look into X"…
Operate a caller-selected Gas City 1.4 with upstream registry packs and native run-centered surfaces while keeping GC runtime state out of…
Router for simulation math - ODEs, state-space, stability, control, numerics, chaos, stochastic
Use when implementing or debugging game simulation - deciding what to simulate vs fake (scrutiny-based LOD), designing in-engine systems…
Router for systems-as-experience - emergence, sandbox, optimization, discovery, narrative, modding
Guides usage of the GitHub CLI (gh) for interacting with GitHub repositories, PRs, issues, and API.
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis…
Show git commit hash and date for workflow tools and current repository
MUST USE for any browser-related tasks. Browser automation via Playwright MCP - verification, browsing, information gathering, web…
Analyze user experience patterns, best practices, and accessibility requirements for specific domains and applications.
Audit UX against established UX laws, cognitive principles, and Nielsen's heuristics — with actionable fixes
Write or review UX copy — microcopy, error messages, empty states, CTAs.
Deep UX design review for web applications — reads all code to map user flows, count friction, challenge whether each screen should exist…
Drafts comment-first then DM Reddit outreach for qualified interview leads from interview-finder/reddit-monitor, tracks state through the…