SlopScore for Code

Guardrails for coding-agent pull requests

Coding agents are fast and mostly right. The problem is the part that's wrong ships with the same confidence as the rest. Four layers keep that out of main.

1. Tell the agent the rules

Put these in CLAUDE.md, AGENTS.md or .cursor/rules:

2. Gate in CI

Instructions get ignored under long contexts. A required check doesn't. Add the SlopScore for Code Action and make it required in branch protection.

3. Size limits

Ask agents for PRs under about 400 changed lines. Review quality falls off sharply above that, for people and for AI reviewers. The giant-file rule flags the worst cases.

4. A human reads the logic

Once the mechanical problems are gone, a person (optionally helped by an AI reviewer) checks the approach, the edge cases and the tests. Review checklist.

For agencies: what to tell clients

Clients increasingly ask whether their code was written by AI. A better answer than "yes" or "no" is a report: every PR passed the same automated checks, with the score attached. The Agency plan (proposed) adds white-label PR reports for exactly this.

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