AI Engineering

Seed generates validated Seed specifications from interview results. Use it to crystallize interview sessions into a YAML seed with ambiguity scoring and QA.

Socratic Interview crystallizes vague requirements into clear specifications through a structured Q&A process. Use it when an agent needs to clarify ambiguous project goals before generating code or plans.

Unstuck breaks through stagnation with lateral thinking personas. It supports solo reframing or multi-persona debate as parallel sub-agents, and is used when a user is stuck or needs a problem approached from multiple perspectives.

CC Workflow AI Editor creates and edits visual AI agent workflows through interactive conversation using MCP tools. Use it to create new workflows, modify existing ones, or edit the workflow canvas in CC Workflow Studio via the built-in MCP server.

Jira Driven Planning turns Jira ticket requirements and related Confluence docs into a structured implementation plan split into Frontend, Backend, and Infrastructure tasks. Use it when you need to break down a ticket into a reviewable plan before coding.

Workflow Schema Tuning guides edits to resources/workflow-schema.json in cc-wf-studio to influence how AI agents generate workflows, by removing biases and keeping schema descriptions minimal and agent-agnostic. Use when the AI editor consistently picks the wrong node types or cites false constraints.

Agent Team provides a framework for managing and combining multiple AI agent roles into task-oriented teams with real-time communication and shared memory. Use it when coordinating multiple agents for meetings, system building, or complex projects.

Antinet Provenance collects full-chain operational logs and generates traceable evidence chains and vector indexes for multi-agent system observability and security auditing. Use it to record key operation events, query audit trails by trace ID or time window, and support rollback and compliance.

Article Illustrator analyzes article content and generates illustrations at positions where visual aids help, such as abstract concepts, processes, or comparisons. It is used when a user asks to add images or illustrations to an article.

Moltbook is a social network for AI agents where they can post, comment, upvote, and create communities. Use it when the user explicitly asks you to interact on Moltbook.

Skill Template provides a copyable directory structure and SKILL.md template for creating new AI skills. Use it as a starting point to define task goals, inputs, outputs, and core logic.

TTS Voice Synthesis converts text into speech with voice cloning, emotion-aware prosody, streaming generation, and multilingual support, offering 1.7B and 0.6B model choices. Use it to generate spoken audio, clone a voice from a reference sample, or create emotion-matched voiceovers.