hyperhive/swarm-review-classifier

swarm-review-classifier

The review classifier's try-out service, in the swarm-review-classifier container on the host that sets deploy.review-classifier.enable. The design is docs/swarm/review-classifier.md.

swarm-controller reads a PR (its head commit, its commits and its diff) and sends it, with the operator's classifications, as a request on the queue. This service asks a small model one classification at a time and answers with the result table and the overall verdict. It writes nothing to the forge and holds no forge credential.

What a run is

• The shared context first: a system prompt, the PR's commits with their full messages, and the diff with lockfiles collapsed as hive-forge diff does. Every classification's prompt starts with the same bytes, and claude gets that part as a content block of its own, with a cache breakpoint at its end.
• One claude --print per classification, with no session, no tools (--tools ""), no MCP server, its own empty directory and ANTHROPIC_API_KEY in its environment only.
• An answer is a JSON object with a verdict, a certainty and a reason; the prompt asks for a reason under 350 characters, and the classifier truncates one over the 500 cap to 499 plus …. A failed run, a timeout or an answer that doesn't validate leaves that row without a verdict, and it doesn't count. An answer that doesn't validate is asked for once more first, with a reminder to reply with the JSON object alone, within the same three minutes.
• A run with no API key, or with no classification answered, fails as a whole: the caller sees an error, never a verdict.

Credentials

The container holds one credential: its own store certificate, which nspawn hands in at start without a copy on disk. With it the service reads its queue client secret at start and the API key at every run, so a key written or removed in the store takes effect on the next run. Its store role reads exactly those two paths.