CLI ToolsMay 12, 2026·2 min read

Pi — Minimal Terminal Coding Harness You Own

Pi is a minimal terminal coding harness you customize with extensions, skills, and prompts, so you can run a consistent personal or team agent shell.

Intro

Pi is a minimal terminal coding harness you customize with extensions, skills, and prompts, so you can run a consistent personal or team agent shell.

  • Best for: developers who want an agent harness they can script and extend (skills, prompts, UI) across many projects
  • Works with: Node.js + npm; interactive mode plus one-shot -p prompts; supports context files like AGENTS.md
  • Setup time: 15–30 minutes

Practical Notes

  • Use AGENTS.md per repo to encode rules (tests, migrations, output format).
  • Start with one workflow (lint/test/fix) and add extensions only when needed.

Why a “harness” matters

Most coding agents ship as a fixed product. Pi is intentionally small so you can:

  • encode team rules in context files,
  • add skills/prompts as reusable building blocks,
  • keep the workflow consistent across repos.

Recommended setup for teams

1) Add project instructions

Create AGENTS.md in the repo root:

- Run `npm test` after code changes.
- Do not modify production migrations.
- Keep PR summaries under 10 lines.

2) Teach Pi your repo’s “definition of done”

Ask Pi to:

  1. find the relevant scripts (package.json, Makefile, etc.),
  2. run checks,
  3. propose the smallest diff,
  4. re-run checks.

One-shot mode for automation

Pi supports non-interactive prompts:

pi -p "Summarize this repo and tell me how to run checks."

This is useful for CI assistants or scheduled hygiene tasks.

FAQ

Q: Is Pi a model? A: No. It’s a harness that connects to providers and exposes tools, skills, and customization.

Q: How do I keep behavior consistent across repos? A: Use shared skills/prompts and repo-local context files (AGENTS.md).

Q: Can I use it non-interactively? A: Yes. Use pi -p "..." for one-shot prompts in scripts or CI.

🙏

Source & Thanks

Source: https://github.com/earendil-works/pi > License: MIT > GitHub stars: 48,265 · forks: 5,740

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