SupervisedCoding — AI skill for Claude Code

SupervisedCoding

**Supervised multi-model coding for the [Pi](https://pi.dev) coding agent.** One model plans, delegates and accepts. Claude and GPT workers implement. Checks, independent reviews, credit failover and repository lessons run on their own.

   [](LICENSE)

**English** · [Italiano](#italiano)

SupervisedCoding turns Pi into a small engineering team. The model you talk to becomes a **supervisor**: it explores the code, classifies the task, writes a precise implementation guide and makes the final call. **Workers** — Claude through Claude Code, GPT through Pi — make the change. The extension runs your tests before and after, sends regressions back to the same worker, gets the change reviewed by a different model family, and keeps going when a subscription runs out.

Its priorities, in order:

1. correct, well-made code with as few defects as possible;
2. the fewest tokens that quality allows — fewer in total, not the same amount moved to another model;
3. the right model and effort for each situation;
4. no interruptions when a model runs out of credits: the next one takes over;
5. speed comes last.

Delegation is a means, not the goal. The supervisor delegates when handing work to a disposable context costs less than holding that code in its own, and makes the change itself when it does not. [When it pays off](#when-it-pays-off) has the numbers.

Features

• Any model, any role. Claude and GPT models can supervise, implement and review. Roles follow the task, never the model family. Claude workers run in Claude Code; GPT workers and any other model configured in Pi run through Pi's own CLI.
• Structured delegation. The supervisor classifies each task