What do I need to use AI-Workflow Designer?

The task / process; The current steps; The stakes; Your tools; Your comfort.

Is AI-Workflow Designer free to use?

Yes — run it free in the browser playground (no API key needed for the sponsored trial, or bring any provider key), or install it into Claude Code, Cursor, ChatGPT and more via npx pm-claude-skills. MIT-licensed and open source.

AI-Workflow Designer

Q: How do I know the AI-Workflow Designer output is good?

The skill verifies itself against its own quality checks: Maps the current manual steps first; Sorts each step into AI / human / AI-drafts-human-approves; Assigns the right tool/prompt to each AI step; Puts review checkpoints at the hand-off seams.

🔵 Stable🕐 updated 2026-08-06 🔷 SkillSpec L3 pm-ai-native

Design an AI-assisted workflow for a recurring task — which steps to hand to AI, which to keep human, and how they connect — so you get leverage without losing quality or control. Use when asked how do I use AI for [process], automate this with AI, design an AI workflow, or where does AI fit in my process. Produces a map of the task's steps split into AI-does / human-does / human-checks, the right tool/prompt for each AI step, the hand-offs and review points, the failure modes to guard against, and a start-small rollout — turning a manual process into a reliable AI-assisted one that keeps you in control.

▶ Run it free — no key needed 📝 Grade your existing draft View SKILL.md ↗

🗣 Say this to your agent

“How do I use AI for my weekly reporting process?”“Design an AI-assisted workflow for handling customer emails.”“Where does AI fit in my content process, and where shouldn't it?”“Help me automate part of this task with AI without losing control.”“Map out an AI workflow for my recurring [task].”

What to give it

▸The task / process — the recurring thing you want AI to help with

▸The current steps — how you do it now, manually

▸The stakes — how much errors cost (drives how many human checkpoints)

▸Your tools — the AI tools/access you have

▸Your comfort — how much you want to automate vs. keep hands-on

✅ The bar it holds itself to

Every skill in this library self-verifies — these are this skill's own quality checks, straight from its definition.

✓Maps the current manual steps first

✓Sorts each step into AI / human / AI-drafts-human-approves

✓Assigns the right tool/prompt to each AI step

✓Puts review checkpoints at the hand-off seams

✓Names failure modes and specific guards

✓Keeps human judgment steps human; rolls out incrementally

⚠️ What it refuses to do

**Bolting AI on randomly** with no step analysis.

**Fully automating** a task that needs judgment.

**No checkpoints** at the seams — errors propagate.

**Ignoring failure modes** until something breaks.

**Big-bang automation** instead of a trust-building rollout.

Install

npx pm-claude-skills add --agent claude   # or codex · cursor · gemini · hermes
# or one-line MCP (every skill, any client):
claude mcp add pm-skills -- npx -y pm-claude-skills-mcp

Related skills

🔌 Embed this skill

Drop this on your blog, docs, or site — it renders a "Run this skill" card:

<div data-pm-skill="ai-workflow-designer"></div>
<script src="https://mohitagw15856.github.io/pm-claude-skills/embed.js" async></script>

💬 Discussion

AI-Workflow Designer is one of 1078 open-source professional AI agent skills — all SkillSpec L3. Try them all in the browser · ⭐ Star on GitHub · Browse the full catalog