MCP Github

Audits web interfaces for WCAG compliance — semantic HTML, ARIA, keyboard navigation, color contrast, screen reader compatibility, and acces...

Use when designing, building, or testing REST APIs — endpoint design, authentication, error handling, pagination, versioning, and OpenAPI do...

Manage AWS resources via the aws CLI. Use when managing S3, EC2, Lambda, or other AWS services.

Identifies critical bugs in a codebase and implements targeted fixes with working code — root cause, minimal change, regression tests. Use w...

Removes dead code, eliminates duplication, refactors messy patterns, and applies consistent formatting across code and documentation — safel...

Conducts multi-axis code review across correctness, readability, architecture, security, and performance. Use before merging any change.

Detects code smell, complexity violations, architectural boundary breaches, and dead code. Use for codebase quality scans.

Writes conventional commit messages, PR descriptions, and changelogs from diffs and branch history. Use when staging a commit.

Breaks down complex technical concepts in beginner-friendly ways with analogies, practical examples, and understanding checks. Use when expl...

Monitors context window capacity, routes tasks to minimal member set, and triggers session triage. Use when managing session capacity.

Detects AI providers, translates skill files to provider-native formats, and validates conventions. Use when onboarding new providers.

Monitor infrastructure and applications via Datadog API and CLI. Use when querying metrics, logs, or managing monitors.

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

Use when you need to resolve an in-progress git merge/rebase conflict.

Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold e...

Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests,...

Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.

A relentless interview that asks every frontier question at once, round by round.