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feat(ai-autopilot): add web-development and data-science domain presets#264

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feat/web-and-data-science-presets
Jul 5, 2026
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feat(ai-autopilot): add web-development and data-science domain presets#264
suleimansh merged 1 commit into
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feat/web-and-data-science-presets

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Two more built-in domain presets from Rom's #204 list, authored as .md dirs like software-development. Pure content: no code changes, both auto-discovered by builtinDomainPresets() and driven by the #262 review phase.

web-development — accessibility, performance budget, and web-security review on every major change; skill points at web.dev.

data-science — reproducibility, data validation, and methodology review; skill points at Google's Rules of ML.

Each ships a Technical Control variant (leaner major-change loop) and a bug-fix loop, matching software-development. The three major-change review prompts in each carry the { blockers } verdict footer so the review loop actually gates.

Verified: framework --fake --preset web-development --technical resolves the preset, narrates "the Web Development loop drives the production-grade checks", and the technical variant swaps in the leaner loop. Bad --preset now lists all three. 326 ai-autopilot tests green (10 new).

Content note for Rom: the prompt bodies and the mode/loop mix are my first pass, tune freely. Skill URLs are stable landing pages (web.dev, Rules of ML), not llms.txt.

Closes #263

@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 d2acba4 into main Jul 5, 2026
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@suleimansh suleimansh deleted the feat/web-and-data-science-presets branch July 5, 2026 17:04
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enhancement New feature or request priority: medium Worth doing, not urgent

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Add web-development and data-science domain presets

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