managed by NX, with apps in `apps/` and shared code in `libraries/`.
- Main services: `frontend` (Next.js), `backend` (NestJS), `cron`, `commands`, `extension`, `sdk`, and `workers`.
- Data layer uses Prisma ORM (`libraries/nestjs-libraries/src/database/prisma/schema.prisma
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simpler alternatives, better naming, clearer structure
**Project patterns to enforce:**
- Angular signals for all frontend state (never RxJS BehaviorSubject for state)
- Branded types (SessionId, MessageId) — never raw strings
ONLY: reduce decimation target OR return file URLs. Do NOT touch grounding code, prompts, frontend grounding logic, or Hitem3D code to fix this. Isolate the fix to refine endpoint response
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wide guidelines. Path‑scoped files in `.github/instructions/*.instructions.md` provide focused guidance for specific areas (frontend, API, database).
## High-Level Architecture
TypeScript monorepo with:
- `api/` Express REST API (SQLite persistence, repository
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screen reader support before a release. Not for building or fixing UI (use the frontend-ship skill).
- `add-caching` (`skills/add-caching/SKILL.md`): Add or change caching (in-process memoization, Redis or Memcached
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name
python -m pytest tests/test_process_inbox.py -k "test_register_agent" -v
# Build the single-file frontend
bash scripts/bundle.sh
# Full rebuild (clean → bootstrap → bundle → test)
make all
# Other make targets: bootstrap, feeds
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independent Microsoft Purview developer samples
(PowerShell, .NET 8 WPF, Python/AWS Lambda, a browser frontend, and a Postman
collection). There is no single buildable service; each top-level folder
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Monorepo & Solution Awareness
Projects may contain multiple sub-projects (e.g., .NET solutions with React frontends). When working in these projects:
1. **Repo root is already known** — The Working Directory Bootstrap
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