Perform a focused web search and summarize authoritative sources.
Maintain the Thrylen qEEG clinician portal hosted on Netlify (thrylen.com/qeeg and optionally qeeg.thrylen.com): shared login, patient folders (MM-DD-YYYY-N), versioned file uploads, and authenticated downloads backed by Netlify Blobs. Use when updating portal UI, functions, env vars, blob storage layout, or deployments.
Generate weekly KPI report (3PL/WMS) from shipments/events
Improve test coverage in the OpenAI Agents Python repository: run `make coverage`, inspect coverage artifacts, identify low-coverage files, propose high-impact tests, and confirm with the user before writing tests.
Pflege das Parsing von Job Descriptions (JD); verwenden bei neuen Feldern, Headern oder Parsing-Regeln.
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing documentation files (markdown, MDX, etc.).
Manages watcher processes that monitor Gmail, WhatsApp, filesystem, and other external sources. Use when starting, stopping, or monitoring watcher scripts, configuring process management, or troubleshooting watcher issues.
This skill ensures Claude always works in the JusticeHub codebase located at `/Users/benknight/Code/JusticeHub` and never accidentally works in the wrong repository.
Use when documenting Python research code usage, setup, and experiment reproduction.
Convert Notion pages or drafts into Hugo content for this repo, including front matter, shortcodes, glossary terms, and asset placement, and publish/preview with the Hugo CLI. Use when asked to import from Notion, format content to match FORMATTING.md, or create/update posts in content/.
Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering choices, or measuring improvements over time.
Use when checking for data leaks, PII handling, and license risks in Python research code.
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
[62] VALIDATE. Final self-check before delivery. Verify goal alignment, completeness, correctness, and identify residual risks. Produces quality score (0-100) and delivery status. Use when completing any significant work, before handoff, or when you need confidence that work is ready.
Ask the user to pick a response style and persist the preference.
[74] CLOSE. Quick checkpoint during active work when context is running low. Use multiple times per development cycle to preserve progress and lessons. Lighter than close-session — no full handoff needed. Triggers on 'save progress', 'checkpoint', 'context low', or automatically when nearing token limits.
Enforce Cookmate frontend style. Use for any UI/UX work to keep brand colors/typography, AppShell patterns, and professional interaction states. Covers desktop + mobile.
Recomputes upcoming workouts based on recent runs, feedback, and safety limits.
Draft a repo-local plan using the plan skill template and optionally save it.