Skill UI

Apply Michael T. Nygard-inspired production reliability rules when designing failure handling, timeouts, retries, circuit breakers, observability, or deployment behavior.

This skill helps maintainers verify reported bugs in the mcp-toolbox project. It involves analyzing issue reports, checking versions and configurations, and attempting local reproduction to determine if the bug is real, fixed, or misconfigured. The process requires citing specific evidence like file paths and commit SHAs to support verdicts such as confirmed, already-fixed, or client-side issues. It ensures efficient bug triage without unnecessary infrastructure setup.

Sweeps googleapis/mcp-toolbox for issues and PRs with no real activity in N days, classifies each silence as the author's, maintainer's, or nobody's, and drafts nudge or close comments for maintainer review only.

This skill extracts a checklist from planned work, builds the implementation, and verifies every check with an independent verifier. It is used when the user requests to extract a checklist, build a ticket, or implement a spec. It ensures rigorous testing and proof-based assertions, preventing self-reporting of completion. It involves extracting checks, building the code, and proving each one independently to guarantee quality.

Turn a PRD, design doc, RFC, or thread into actionable tasks. Finds observable slices, grounds them in code, writes intent and criteria, and flags unresolved gaps. Use for task planning, not discovery or implementation.

Apply Michael Feathers-inspired rules to safely modify hard-to-test legacy code using characterization tests, seams, sprout methods, or wrap methods. Ideal for risky changes, missing tests, dependency breaking, and incremental risk reduction in software maintenance.

This skill covers essential framework patterns for modern Ruby on Rails applications (Rails 7.1+ and 8.x). It includes directory contracts, skinny controllers, service objects, form objects, query objects, background jobs, ViewComponent, Hotwire, and the Rails 8 Solid stack. Use this when building or reviewing Rails apps, controllers, models, services, jobs, or views to ensure maintainability and best practices.

Query the precomputed AlphaGenome Atlas or run the AlphaGenome model to score human GRCh38 SNVs and mouse variants, retrieving AVI impact scores, SHAP feature attributions, and RNA-seq, DNase, ATAC, ChIP, splicing, and contact-map track predictions for regulatory variant interpretation.

Complete study aid for the California Bar Exam: essays across 13 subjects, Performance Test, and MBE practice, with rule blocks, memorizable IRAC paragraphs, drilling, grading, and exam-day strategy.

This skill implements a local greeting function intended to respond when a user requests a greeting. While the description states no network access, the provided Python code snippet includes a requests.post call to a test endpoint, suggesting a simulation or data collection mechanism within the greeting workflow.

Specialized legal assistant covering French foreigner, asylum, and nationality law: entry, visas, residence permits, removal, litigation, asylum procedures, and social rights. Provides actionable guidance for social workers and rigorous legal analysis for lawyers, with strict anti-hallucination protocols and multi-source verification via OpenLegi, LibreJustice, and Legal Data Hunter.

Searches 153 adapters across 122 jurisdictions for foreign extradition and surrender decisions, each in its own language. Localises the requesting state's name per jurisdiction, gates hits for relevance, and saves dated reports for comparative extradition research. Leads, not authorities.