Use when managing agent context, memory, and conversation state in Claude AI agents using the Agent SDK.
Use when integrating tools, permissions, and MCP servers with Claude AI agents using the Agent SDK.
Anthropic Claude API patterns for Python and TypeScript.
Build with Claude Messages API using structured outputs (v0.69.0+, Nov 2025) for guaranteed JSON schema validation.
Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers).
Use when user asks for Claude Code usage stats, weekly analytics, project activity summary, or wants to see what projects were worked on.
Use whenever anything under .agents changes, such as a skill being added, removed, renamed, or having its name or description edited, and…
Final retrospective and self-assessment for participants of Claude Code Lab.
Delegate a substantial diagnosis, implementation, or follow-up task to Claude Code through the tracked-job runtime.
Show active or recent Claude Code jobs in this repository, or detailed status for a specific job id.
Use when user wants to make a project's agent context compatible with both Claude Code and Codex CLI and AGENTS.md standards
Hand the current conversation off to a fresh background agent that picks up the work immediately.
Validate CLAUDE.md structure and completeness
Diagnose and fix claude-mem installation issues.
Send a design document to a Claude subagent for review, then revise the document based on findings.
Activate when the user wants to build a Claude plugin, create a Claude skill, make a Claude agent, structure a Claude Code plugin, says…
Covers plugin configuration, transport stability, local development workflow, and release lifecycle for the three Claude MCP plugins in…
Scientific research and analysis skills
Standardizes the creation of high-quality SKILL.md files to ensure consistent, discoverable, and executable AI agent capabilities.
Standardizes the creation of high-quality SKILL.md files to ensure Claude agents are easy to discover and execute.
Diagnose and resolve Claude Code plugin and skill issues.