Free tool. Paid hours.

The CLI and the starter catalog are free, forever. What costs money is engineering time: reading your repo's history, installing rules properly, mining new ones from your fix commits, and keeping them current as models drift. Every engagement is scoped in a short conversation — there is no checkout.

Free

open source · MIT

  • The deslop CLI — install, review, check.
  • The authored starter catalog, including the checker-verified JPQL rule.
  • A CI integration example you can copy.
  • Get it on GitHub ↗

Review & install

one-time engagement

  • We read your repository's fix history by hand and pick which catalog rules actually apply to your stack — then write what's missing as teach skills.
  • Proper installation into your harness, collision-checked against rules you already have.
  • A CI gate wired for whatever checker rules qualify.
  • Scoped per repo size and rule count.

Mined rule pack

one-time engagement

available after our first reference engagement
  • Your fix history mined into a private rule pack: deterministic extraction on your machine, judgment inside your own agent session, every promoted rule verified against an independently produced agent-written violation sample.
  • Not sold yet — we are still validating the pipeline on our own repositories. The tag above moves when it moves.

Keep-current retainer

monthly

  • Named monthly hours: profile tuning, new spellings of known patterns, checker promotions, collision review after tooling changes.
  • Models and harnesses drift; your rules get re-verified when they do.

Tell me about your repos and I'll tell you what I'd install:

ambus1989@gmail.com