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feat(ai-autopilot): Product Management and Biological Science domain presets (#275)#276

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feat/product-and-biology-presets
Jul 5, 2026
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feat(ai-autopilot): Product Management and Biological Science domain presets (#275)#276
suleimansh merged 1 commit into
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feat/product-and-biology-presets

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Closes #275.

Adds the last two of the #204 domain list, so the built-in set is now five: Software Development, Web Development, Data Science, Product Management, Biological Science.

  • Product Management — major-change loop runs requirements / user-experience / metrics reviews; Technical Control runs the leaner requirements review only; bug-fix runs product-root-cause + regression-test. Skill: Shape Up (basecamp.com/shapeup).
  • Biological Science — major-change loop runs experimental-design / data-provenance / statistical-rigor reviews; Technical Control runs experimental-design only; bug-fix runs analysis-root-cause + regression-test. Skill: Ten Simple Rules for Reproducible Computational Research (a real PLOS Comp Biol DOI).

Pure content, zero code. Both are .md directories under presets/, mirroring the existing three exactly, so builtinDomainPresets() auto-discovers them and --preset / meta-select route to them with no wiring. The three major-change review prompts in each end with the { blockers } verdict footer so the review loop gates; the bug-fix prompts don't, like the others.

Extended the parameterized builtin-presets test over both. 339 ai-autopilot tests green. Verified end to end: --fake --preset product-management and --fake --preset biological-science --technical both narrate the domain preset and drive the review; a bad --preset lists all five sorted.

The review-prompt wording is a reasonable first cut for each domain, tune as you see fit.

@suleimansh suleimansh added enhancement New feature or request priority: medium Worth doing, not urgent labels Jul 5, 2026
@suleimansh suleimansh self-assigned this Jul 5, 2026
@suleimansh suleimansh merged commit 08f5710 into main Jul 5, 2026
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@suleimansh suleimansh deleted the feat/product-and-biology-presets branch July 5, 2026 18:52
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enhancement New feature or request priority: medium Worth doing, not urgent

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Two more Open Loop domain presets: Product Management + Biological Science (#204)

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