ultracook

Classify coding tasks and select the smallest viable workflow for orchestration.

5|Updated May 2, 2026
One-click install
npx skills add https://github.com/vanducng/skills --skill ultracook-vanducng
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ultracook
Source: https://github.com/vanducng/skills/tree/main/skills/ultracook
Command: npx skills add https://github.com/vanducng/skills --skill ultracook-vanducng

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Classifies coding tasks and selects the smallest viable workflow (direct, pipeline, or fan-out) to orchestrate end-to-end work, reducing manual triage and handoffs.

Core Features & Use Cases

  • Task classification and workflow selection to fit the goal’s complexity.
  • Dual-runtime orchestration (Claude Code + Codex) with on-disk resumable state for cross-session resilience.
  • Conductor spine (brainstorm → plan → cook → ship) or targeted slices, with interactive gating and autonomous completion.

Quick Start

Type ultracook with a concrete goal to trigger intake and run the end-to-end workflow.

Frequently Asked Questions about ultracook

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I orchestrate coding tasks across Claude Code and Codex runtimes?

Task classification determines the smallest viable workflow—direct, pipeline, or fan-out—based on goal complexity, reducing manual triage and handoffs by matching the orchestration depth to the specific coding requirement.

How do I resume an automated workflow after a session interruption?

Interactive gating provides human-in-the-loop approval before the system autonomously drives to a verified done state, ensuring user control over the transition from planning to autonomous execution.

Do I need pyyaml to run workflow orchestration with Claude Code?

Targeted slices execute specific phases of the conductor spine—brainstorm, plan, cook, or ship—rather than running the full end-to-end workflow, useful for isolated coding tasks.

What is the best way to automate end-to-end coding workflows with human approval gates?

Automate end-to-end coding workflows by running a conductor spine from brainstorm to ship, using interactive gating to pause for human approval before autonomously completing the task to a verified done state.