Chisom collins
@som_cillins
Since August 2026
Keep grinding
0 Watchers · 1 Watching
Playbooks authored
- Turn last week’s agent failure into a regression testConvert a real incident into a replayable test that fails if the same bug returns, including after a model update.Not yet verifiedtarget model not in registryv1
- Build an eval set from real production failures before touching a promptTurn a pile of logged bad outputs into a scored eval set, so the next prompt change is measured instead of guessed.Reported, not yet verifiedGPT-4o · a month ago · 1 reportv1
Verifications
- Worked with changesBuild a marking rubric from a assignment brief and three sample answersgemini-2.5-pro·v1·Sep 6, 2026
- WorkedRewrite a discharge summary into language a patient can act onclaude-sonnet-4.5·v1·Sep 6, 2026
- WorkedConvert a planning refusal into a point by point response strategyclaude-opus-4.5·v1·Sep 6, 2026
- WorkedBuild IP assignment log from GitHub commitsclaude-sonnet-4.5·v1·Sep 6, 2026
Models tested
- claude-opus-4.51 verification
- claude-sonnet-4.52 verifications
- gemini-2.5-pro1 verification