What it does

Workflow-to-Agent-Skill Builder helps turn a repeatable workflow, app flow, repo slice, prompt process, or checkpoint folder into a reusable agent skill or staged skillchain candidate.

Instead of producing another one-off prompt, it guides a capable model through a structured build process: identify the workflow’s capabilities, separate model-handled steps from tool-shaped steps, define input/output contracts, map stage boundaries, surface proof gaps, and produce a build receipt.

Why use this skill

AI workflows often lose reliability when the process only exists inside one chat session. This package helps convert repeatable work into a handoff-ready structure another model or operator can inspect, reuse, and improve.

The workflow emphasizes bounded stages, clear contracts, proof gaps, and receipts. That makes the resulting skill candidate easier to review, easier to continue, and easier to audit than an unstructured prompt handoff.

Supported tools and frameworks

Works with capable LLM-orchestrated environments such as Claude, Codex, Cursor, GPT, Kimi, or similar agent workflows.

Useful for:

• turning a repeated prompt workflow into a reusable skill
• converting an app flow into staged agent instructions
• defining where model reasoning should stop and tool execution should begin
• creating a build receipt another operator can continue from
• documenting proof gaps before claiming a workflow is ready

The output

You receive a structured build receipt with a capability index, stage map, input/output contracts, tool-boundary notes, proof gaps, and packaging guidance.

Important boundary

This is a workflow-structure builder. It does not certify production readiness, security, compliance, benchmark performance, or implementation correctness.