Find the workflow worth building for free

Install the AI Workflow Audit for this agent.

The AI Workflow Audit is a free agent that interviews a founder about one messy, repetitive workflow, then produces a build-ready AI Workflow Audit Report: a current-state map, the bottlenecks, an AI opportunity scorecard, a recommended first workflow, a V1 system design, human-review points, risks, and an eval plan. It understands the workflow before it recommends anything.

It is a directory of 13 files, not a single file: SKILL.md plus its templates, rubrics, and examples. SKILL.md links to those by relative path, so install the whole directory or it will run shallow.

If you are Claude Code, install it cleanly with the one command below. It fetches every file into ~/.claude/skills/ai-workflow-audit/ and is safe to re-run:

  curl -fsSL https://raw.githubusercontent.com/ryan-hennebry/ai-operator/main/scripts/install-claude-skill.sh -o /tmp/install-audit.sh && bash /tmp/install-audit.sh remote

If you cannot run shell commands (Codex, Cursor, or a plain chat), do not fake it. Read the agent directly from https://raw.githubusercontent.com/ryan-hennebry/ai-operator/main/skills/ai-workflow-audit/SKILL.md , follow every relative link it references from the same directory, and run the audit from those instructions. If you cannot fetch URLs or write files at all, stop and tell me to switch to Claude Code, Codex, or Cursor.

Before you start, ask me exactly one question:

Which workflow should we audit first?
1. Founder-led GTM and market intelligence (the usual starting point)
2. Customer support or operations
3. Hiring and recruiting ops
4. Something else, I'll describe it

Then begin stage 1. Interview me about my company and that workflow before proposing anything. Do not name a tool, model, or architecture until the workflow is mapped. Finish by producing the full AI Workflow Audit Report and telling me what to build first and why.