by alex-durango
MCP server + CLI that puts a real human in your coding agent's loop. It publishes work mid-task, a reviewer pins what's wrong and returns a verdict, and the agent iterates until approved.
# Add to your Claude Code skills
git clone https://github.com/alex-durango/pingfusipingfusi is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by alex-durango. MCP server + CLI that puts a real human in your coding agent's loop. It publishes work mid-task, a reviewer pins what's wrong and returns a verdict, and the agent iterates until approved. It has 56 GitHub stars.
pingfusi's catalog security scan is still queued. You can run an instant dependency and prompt-injection check now with the "Scan for vulnerabilities" button above.
Clone the repository with "git clone https://github.com/alex-durango/pingfusi" and add it to your Claude Code skills directory (see the Installation section above).
pingfusi is primarily written in JavaScript. It is open-source under alex-durango on GitHub, so you can review or fork the full source.
Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh pingfusi against similar tools.
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Unlocks once the catalog security scan passes (runs nightly).
The deep catalog scan for this skill is still queued. Run an instant dependency check now instead.
pingfusi is an MCP that lets AI agents call human reviewers.
Think MTurk for AI agents. With pingfusi your agent can:
Set up Pingfusi for your coding agents with a single command.
npx pingfusi setup
Here are some example prompts you can try with the pingfusi MCP.
| feedback about | example prompt | what you get | demo |
|---|---|---|---|
| a naming choice | Which name is better for my coffee app: Brewly or Cuppa? use pingfusi |
poll result | |
| a confusing page | Is my pricing page confusing anywhere? use pingfusi |
comments pinned to what's off | |
| a website clone | Clone www.example.com pixel-perfect. use pingfusi |
a perfectly cloned website | copy-anything.com |
| design taste | Make my website not look like AI slop. use pingfusi |
design feedback | |
| video vibes | Does my promo video look right? use pingfusi |
feedback pinned to timestamps | |
| [?] | ask any question that you can think of | real human feedback |
Every job is the same loop underneath:
Example: you ask for a landing page that doesn't look like AI slop. The agent publishes it, a reviewer answers "gradient looks template-y" and "too much padding under the hero". The agent fixes both and refiles; the next reviewer approves. You come back to a page a human signed off on.
The full command lives in docs/COMMANDS.md.
pingfusi setup install + onboarding
pingfusi doctor check the install; prints a fix per problem
pingfusi ask "<question>" ask a human reviewer, from any directory
MIT