AI Agent Skills

A valid test skill for unit testing

Write or revise Labtasker's README and user documentation, especially product positioning, tutorials, guides, examples, case studies, and navigation. Preserve the projec…

Change Labtasker's public Task lifecycle, HTTP API, Python API, CLI, configuration, query language, or persisted schema while keeping every public surface and invariant…

Develop and regression-test Labtasker's public Agent Skill with concise real-user requests, independent examiner and candidate agents, outcome checks, and bounded self-r…

Use when asked to build or review a CLI intended for coding agents and return flag-driven, pipeline-safe, idempotent design advice. Not for running or profiling a CLI: u…

Use when the user asks to make the skills framework work in a new harness, IDE, or CLI. Not for remote, credential, publish, deploy, or irreversible changes.

Read and edit Clojure structurally with the clj-surgeon CLI while minimizing source output and preserving a review boundary before writes.

Launch the Wayfinder B2C consumer login demo. Use when asked to "try ThunderID", "run a consumer demo", "see a sample app", "show social login", or "test email/passkey l…

Integrate structured review panel findings into an implementation plan document. Takes output from agent-review-panel (or any structured review with severity-rated findi…

Reconcile the project's documents with what the code now shows, after a merge or at the end of a build: spec statuses (building → done only with a named gate, or → stale…

Write the human-facing prose about a change — PR body · changelog entry · release note · postmortem — and put it in the right file. Use when the user says "write the PR"…

Cross-check the agent's own answer with independent reviewers before bringing it to the user. Use when the user says 'second opinion', 'sanity check', 'cross-check', 'am…

Automatically generate clear, comprehensive documentation for codebases — including API references, inline docstrings, README files, and usage guides.

Perform thorough code reviews on files or pull requests, checking for bugs, security vulnerabilities, performance issues, and style violations.

Systematically diagnose and fix software bugs by analyzing error messages, stack traces, logs, and runtime behavior across multiple languages.

Improve code quality and maintainability through systematic identification of code smells and application of proven refactoring patterns.