Test Driven Development

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

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.

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.

Diagnoses errors, traces root causes, and guides systematic recovery. Use when encountering any error, failing test, or unexpected behavior.

Manage Docker containers and images via the docker CLI. Use when building, running, or debugging containers.

Manage Elasticsearch clusters via the REST API. Use when querying, indexing, or managing Elasticsearch indices.

Send emails via SMTP or sendmail. Use when sending transactional emails or notifications programmatically.

Manage GitHub repositories via the gh CLI. Use when working with issues, PRs, releases, or repository settings.

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

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

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

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

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

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