Use when adding support for a new AI agent target to agentsmesh. Covers official format research, canonical mapping, importer/generator/linter work, realistic fixtures, unit/integration/e2e coverage, matrix/docs updates, and final verification. Includes both project and global mode from day one.

Use when adding global mode support for one existing agentsmesh target from a target-structure/global-path doc. Covers contract extraction from docs, descriptor.global layout wiring, generator/import/reference-rewrite touchpoints, strict tests, docs updates, and final verification for one target at a time.

Systematically identify, diagnose, and resolve bugs using advanced debugging techniques. Specializes in root cause analysis and complex issue resolution. Use PROACTIVELY for troubleshooting and bug investigation.

Create comprehensive technical documentation, API docs, and inline code comments. Specializes in documentation generation, maintenance, and accessibility. Use PROACTIVELY for documentation tasks and knowledge management.

Code review specialist that analyzes diffs and suggests improvements

Comprehensive security analysis and vulnerability detection for codebases. Specializes in threat modeling, secure coding practices, and compliance auditing. Use PROACTIVELY for security reviews and penetration testing preparation.

Enforce coding standards, style guides, and architectural patterns across projects. Specializes in linting configuration, code review automation, and team consistency. Use PROACTIVELY for code quality gates and CI/CD pipeline integration.

Automated test execution and analysis agent

Build type-safe applications with advanced TypeScript features, generics, and strict type checking. Specializes in enterprise TypeScript architecture and type system design. Use PROACTIVELY for complex type safety requirements.

Create a conventional commit/s from current changes

Break work into small verifiable tasks with acceptance criteria and dependency ordering

Review current changes for code quality and best practices

Run the pre-launch checklist via parallel fan-out to specialist personas, then synthesize a go/no-go decision

Run tests and report results

Generate API endpoints

Use when writing or updating README content, API examples, installation instructions, migration notes, or developer-facing documentation for a TypeScript library.

Use when preparing or maintaining Homebrew distribution for a CLI associated with a TypeScript library, including formula updates, archive naming, checksums, and release compatibility.

Use when creating or reviewing tests for a TypeScript library, including runtime tests, type tests, regression coverage, and CLI validation.

Use when preparing, validating, or documenting the release workflow for a TypeScript library published to npm, including semver, changelog, tagging, and publish safety.