fabriqaai

Execute work items based on their assigned mode (autopilot, confirm, validate). Supports single-item and multi-item (batch/wide) runs.

Generate implementation walkthrough for human review after run completion. Documents decisions, changes, and verification steps.

Multi-perspective idea evaluation using Six Hats analysis, impact/feasibility scoring, and collaborative shortlisting.

Shape top ideas into actionable concept briefs using Disney Strategy — Dream, Reality, Critique.

Rapid idea generation with cross-domain diversity, anti-bias enforcement, and deep thinking.

Review code written during a run, auto-fix no-brainer issues, and suggest improvements requiring confirmation. Invoked after tests pass.

Display current run status and progress. Shows work item, mode, duration, and files changed.

Display current FIRE project status and validate integrity of intents, work items, and runs.

Execute work items based on their assigned mode (autopilot, confirm, validate). Supports single-item and multi-item (batch/wide) runs.

Plan the scope of a run by discovering available work items and suggesting groupings. Invoked before run-execute.

Display current run status and progress. Shows work item, mode, duration, and files changed.

Display current FIRE project status and validate integrity of intents, work items, and runs.

Review code written during a run, auto-fix no-brainer issues, and suggest improvements requiring confirmation. Invoked after tests pass.

Generate implementation walkthrough for human review after run completion. Documents decisions, changes, and verification steps.

Migrate existing FIRE project to latest version. Adds constitution.md, updates schema, and optionally detects monorepo modules.

Analyse video content by extracting frames with ffmpeg and using AI vision to generate timestamped step-by-step summaries. Use when user provides a video file and wants to understand its visual content — screen recordings, tutorials, presentations, footage,…

Use for ontology-first planning, domain modeling, event modeling, ubiquitous-language clarification, architecture/design discussions with ambiguous terms, permissions/workflows/integrations/data-model decisions, or when the user asks for a conceptual model…

Retrieve YouTube transcripts without MCP using a Python CLI tool. Use when a user asks for full transcript text or available transcript languages from a YouTube URL or video ID. For summaries, key points, or quotes, use AI summarization (prefer a sub-agent…

Use when asked to run ClawPatch, review code with ClawPatch, generate a ClawPatch findings report, inspect findings, triage findings, or revalidate findings without changing source code.

Check live Codex or ChatGPT Codex banked reset credits, reset expiry times, profile usage metadata, and all locally configured Codex accounts with a bundled JavaScript script. Use when the user asks when Codex resets start expiring, how many banked resets…

Incrementally teaches a completed session until the human demonstrates mastery. Use when the user asks for a vibe quiz, session understanding check, mastery loop, Socratic teaching pass, or says the session should not end until they understand.