Search Skills

Automates SAM task plan execution by processing ready tasks, delegating to agents, and updating status via hooks.

Designs and lints AI agent task files using CLEAR and CoVe frameworks to ensure unambiguous, verifiable, and hallucination-resistant instructions.

Automates the creation and improvement of Claude Code plugins through a coordinated agent system for research, code discovery, validation, and quality assurance.

Comprehensive reference for developing Claude Code plugins, covering plugin.json schema, CLI commands, and enterprise features.

Assesses software plugins and generates refactoring task files for parallel agent execution in code development workflows.

Assists in writing portable shell scripts that work across POSIX-compliant systems and multiple shells (bash, sh, dash, zsh) without bashisms.

Configures Python package setup for distribution, including pyproject.toml, build tools, and PyPI publishing.

Adds structured logging, colorized output, and log levels to bash scripts for CI/CD pipelines.

Reference guide for Claude Code skills system, covering SKILL.md format, frontmatter fields, hooks, and skill creation best practices.

Starts or completes tasks in SAM task files, updating status with timestamps and writing active-task context for hooks.

Guides implementation of Chain of Verification (CoVe) in LLM prompts to ensure factual accuracy and minimize hallucinations.

Validates and corrects Python shebangs and PEP 723 metadata in scripts to ensure compatibility with dependency requirements and standards.

Conducts autonomous research and gap analysis on codebases to identify ambiguities and produce context documentation for feature development phases.

Automates code refactoring by executing tasks from a file using parallel agent coordination for efficient codebase improvement.

Refactors oversized or multi-domain skills into smaller, focused skills while preserving full functionality and coverage through systematic analysis and validation.

Automates formatting of frontmatter descriptions for Claude Code skills to ensure YAML compliance, single-line structure, and AI-optimized content.

Guide for creating and updating Claude skills with specialized knowledge, workflows, or tool integrations.

Guides users in creating and configuring Claude Code agents from scratch or via templates, following Anthropic's 2026 best practices for agent architecture.

Conducts structured research and comparative analysis of the Stateless Agent Methodology (SAM) against other methodologies using verifiable references, producing actionable insights and documentation.

Automates post-feature completion workflow including code review, verification, integration checks, and documentation updates to ensure quality.

Starts or completes a code refactoring task from a task file, designed for sub-agent coordination in software development workflows.

Guides systematic feature initiation through discovery, codebase analysis, architecture specification, task decomposition, and validation.

Validates TypeScript code quality, ESLint configurations, and unit test coverage in the frontend/ directory.

Validates coach documentation files against required frontmatter, sections, and naming conventions to maintain consistency and quality.