Check code or an action against this project's constraint rules, read compliance status and violation history, and add or amend rules. Use before writing code that might trip a guardrail, when a PreToolUse hook has blocked something and you need to see why, or when the user asks about constraints, guardrails or…
Query and rebuild the project's code knowledge graph (graphify). Use for any question about the codebase — architecture, "what calls X", "where is Y", file/function relationships, data-flow tracing — instead of blind greps. The graph is a static graph.json served over MCP by the coding-graphify container; rebuild it…
Run, resume, regrade and report the kgbench code-retrieval benchmark (coding-v1) across retrieval arms, agents and models — and diagnose the routing that decides which model actually answers. Also covers the Performance → Benchmarks dashboard sub-tab, the second front-end over the same scripts.
Use this skill whenever the user wants to automate a browser, scrape web content, take screenshots or PDFs of pages, fill out forms, click through UI flows, or run end-to-end tests — without using an MCP server. This skill drives Playwright directly from the bashtool via Node.js scripts. Trigger whenever the user says…
Run UKB knowledge-base workflows (wave-analysis and friends), manage the ontology, refresh stale knowledge entities, and reach the semantic-analysis tools. Use whenever the user says "ukb", "ukb full", "ukb debug", asks to run or check a knowledge workflow, or asks about ontology classes and entity refresh. Replaces…
Instructions for fwornle/coding, covering mermaid ai skills, workflow, lm tools — call these for every diagram interaction, vs code commands and diagram editing & preview.