Evaluate an article, paper, or post for lessons that could improve directive. Analyzes two axes: how concepts improve directive's own implementation, and how they improve the projects directive creates. Produces filtered suggestions, iterates with the user, and optionally creates GitHub issues on the directive repo.

Consult a multi LLM council for deliberation, debate, voting, critique, or verification. Uses GPT 5.4, Gemini 2.5, and Claude as peers.

Write or update unit tests for changed code, following project conventions and ensuring coverage meets the 80% threshold.

Stage, commit, and push follow-up changes to an existing feature branch or PR. Use for quick iterations.

Set up or verify the local development environment. Use when starting work in a fresh clone or new machine, when commands fail with missing dependencies or broken imports, or before running `make check`/`make test` for the first time in a session.

Review architecture quality, maintainability, and developer experience.

Ensure a YouTrack issue exists before starting work. Validates existing tickets or creates new ones.

Review local code changes for correctness, regressions, missing tests, and Databao-specific risks.

Run structured evaluations on skills to measure quality and track improvements.

Stage, commit, push, and open a GitHub PR following project conventions. Use when code is ready to ship.

Create a feature branch following project naming conventions. Use when starting work on a ticket, after understanding the scope, or when the agent needs to branch off main for new work.

Fetch unresolved PR review threads, triage them, implement fixes, validate, reply in-thread, and resolve.

Run test coverage measurement, analyze results, and fix gaps when coverage falls below the 80% threshold.

Run the full development pipeline autonomously without pausing between phases. Stops only on quality-gate failures.

Reference for the Simplex browser automation CLI. Use when the user mentions Simplex, simplex CLI, simplex editor, browser automation workflows, or wants to create/run/stream browser sessions. Also use when you see simplex commands or SIMPLEX_API_KEY.

Best practices for Remotion - Video creation in React

Cross-agent session database with B3 Poset and Bumpus sheaves

Non-Archimedean distance metrics for hierarchical clustering and p-adic analysis

Tests Android inter-process communication (IPC) through intents for vulnerabilities including intent injection, unauthorized component access, broadcast sniffing, pending intent hijacking, and content provider data leakage. Use when assessing Android app attack surface through exported components, testing intent-based data flows, or evaluating IPC security. Activates for requests involving Android intent security, IPC testing, exported component analysis, or Drozer assessment.

Terminal emulation = libghostty-vt + tmux + zsh + fzf + ripgrep.

Harbor is an open-source container registry that provides security features including vulnerability scanning (integrated Trivy), image signing (Notary/Cosign), RBAC, content trust policies, replicatio

Securing container registry images by implementing vulnerability scanning with Trivy and Grype, enforcing image signing with Cosign and Sigstore, configuring registry access controls, and building CI/CD pipelines that prevent deploying unscanned or unsigned images.

Quarto + Julia Skill

Quantum computer music composition and performance using quantum circuits, ZX-calculus notation, and quantum instruments