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Knowledge Manifest Generation

github-actions[bot] edited this page Oct 13, 2026 · 2 revisions

Canonical source: docs/14-ai-native-development/how-manifests-are-generated.md — this page is rendered from it on every publish; edit the source.

How manifests are generated

npm run knowledge:build runs the extractors in tools/lib/extractors.mjs against canonical files (package.json, controllers, Prisma schemas, event enum, permission enum, nginx.conf, docker compose, .env.example, i18n, tests) and writes .ai/manifests/*.json, .ai/BOOTSTRAP.md, .ai/packs/, and 24 workspace AGENTS.md files.

Facts read directly are tagged verified; heuristic inferences (e.g. event producer/consumer) are tagged unverified with the inference method. Never trust an unverified fact without checking source. ADR: adr-056.

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