AI Engineering

Skill Curator evaluates candidate AI workflow and tool repos using evidence from the repository, installation path, and activity. It is used to decide whether a Claude Code, MCP, plugin, CLI, or agent workflow is worth adding to a curated list.

Ix answers structural questions about a codebase by building and querying a persistent graph of symbols, calls, and imports. Use it to trace flows, find callers and callees, estimate impact, and detect code smells.

Agent Deck manages terminal sessions for AI coding agents. Use it to create, start, stop, restart, fork, and inspect sessions, attach MCPs, launch sub-agents, and manage worktree-based workflows.

Agent Deck Contributor helps you open, verify, and respond to issues and PRs against agent-deck using the maintainer’s intake and review rules. It is used when claiming work, reproducing bugs, writing a PR body, self-checking, and answering review or intake feedback.

Fleet fans out multiple agent-deck child sessions from a parent session and lets you check their status without blocking. Use it when you want several agents working in parallel and to collect results later with session children or session output.

Claude Smart runs claude-smart commands in Codex by mapping requests like show, learn, restart, dashboard, and clear-all to shell commands. Use it when plugin slash commands are unavailable and you want to manage learned state.

FastAPI best practices and conventions for writing or refactoring FastAPI endpoints and Pydantic models. Use it to keep API code current with newer FastAPI patterns and safe response modeling.

PRD Generator creates a structured product requirements document for a new feature. Use it when planning scope, clarifying requirements, or drafting implementation-ready specs.

Ralph converts existing PRDs into `prd.json` for the Ralph autonomous agent system. Use it when you need to split requirements into ordered, verifiable user stories for execution.

Agent Team Manager creates, lists, updates, and deletes CountBot multi-agent teams. Use it to manage team members, dependencies, skill-system toggles, and team-specific model settings.

Baidu Search runs Baidu web search, Baike, Miaodong Baike, and AI-generated search results. Use it to look up information, news, or reference material with current-date context.

IMA Knowledge Base uses IMA OpenAPI to search knowledge base content, inspect hits, list items, upload files, and import web pages. Use it when working with knowledge bases,资料库, or adding content to a knowledge base.