Parallel Agent Type Contracts

Automated browser-based document search and retrieval from free public sources

Maps questions to the optimal tldr command. Use this to pick the right layer

Investigative articles, interviews, news coverage

Scan lyrics for pronunciation risks, prevent Suno mispronunciations

Investigative-grade research: primary source analysis, cross-verification, trial-level depth

Systematic hook debugging workflow. Use when hooks aren't firing, producing wrong output, or behaving unexpectedly.

Generate comprehensive PR descriptions following repository templates

Agentica server + Claude proxy setup - architecture, startup sequence, debugging

Comprehensive testing workflow - unit tests ∥ integration tests → E2E tests

Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup", "learn from sessions", "compound learnings", or "what patterns should become skills".

Unified math capabilities - computation, solving, and explanation. I route to the right tool.

Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration

This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing", "metadata...

Run a comprehensive code review

Perform deep, thorough code review using Gemini AI. Use this Skill when user explicitly requests 'gemini review', 'thorough review', 'detailed review', or 'deep review'. For general 'review'...

Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY...

Analyze code complexity, cyclomatic complexity, maintainability index, and code churn using metrics tools. Use when assessing code quality, identifying refactoring candidates, or monitoring technical debt.

Review code for quality, maintainability, and correctness. Use when reviewing pull requests, evaluating code changes, or providing feedback on implementations. Focuses on API design, patterns, and...

Generate code from templates and patterns including scaffolding, boilerplate generation, AST-based code generation, and template engines. Use when generating code, scaffolding projects, creating...