overgeneralisation". Keep the invariant the story was there to protect. This applies to test *names* as well as test comments.
6. **No meta-commentary** about why the enum has five
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lossless_cast from cast_util.h are preferred.
* Avoid declared type `auto` (`auto&`, `auto*` OK).
### Testing Philosophy
**Comprehensive Coverage:** Every change should include appropriate test coverage. This includes unit tests
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just to run the tests please
## Aisura / Remote Dev
For development on Aisura or shared remote machines, use `compose.isolated.yaml`
which supports multiple parallel sessions without port or container conflicts.
### Start
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send cold outreach via SMTP
There is no web UI, no REST API, no test suite, no CI, and no linting config.
## Running the Application
```bash
# First-time setup
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Pull Request Evaluation Criteria
When evaluating pull requests for Alpine.js, assess the following:
### 1. Tests
- Are tests provided for the change?
- Do existing tests still pass?
- For configuration changes (package.json
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seconds:
```bash
npx oxlint -c oxlint.config.mjs path/to/changed/files
npm run format:write:files path/to/changed/files
# Run tests for specific path related to your changes
npm run jest @mantine/charts
npm run jest path/to/changed/file.test.ts
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North Star
gbrain aims to be the **next Postgres for memory**: the most well-tested, widest-coverage,
best-for-the-most-at-the-least retrieval + agent memory system for company
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React**: v19+
- **Tailwind CSS**: v4.3.3
- **TypeScript**: v5.9.3
- **Turborepo**: Build orchestration
- **Storybook**: Component development
- **Vitest**: Testing framework
Use the workspace manifests and lockfile as the source of truth for exact dependency
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replays carry the approval row as a grant and re-run the checks. Conformance test: `src/guard/conformance.test.ts` |
| `src/modules/permissions/access.ts` | `canAccessAgentGroup` — owner / global admin / scoped admin / member resolution against `user_roles` + `agent_group
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aliases
```
## Development
```sh
bun src/cli/qmd.ts # Run from source
bun link # Install globally as 'qmd'
```
## Tests
All tests live in `test/`. Run everything:
```sh
npx vitest run --reporter=verbose test
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reward.py` is the single source of truth for scoring:
```bash
uv run reward.py # Self-test
```
See `SCORING.md` for the full rubric.
## Experiments
Experimental training configurations live in `experiments/`:
```
experiments/
├── lfm2
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Vultr, Hetzner, local deployment
### Philosophy
- Stability over features
- Security over convenience
- Clarity over cleverness
- Test everything
- Stay in scope - solve exactly what the issue asks, nothing more
- Test assumptions
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Build production bundles
- `make clean` - Clean build directory
- `make all` - Full build (compile + deploy)
### Testing
- `npm test` - Run full test suite using WebDriverIO
- `npm run test-single -- ` - Run single test
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aligning with public getter conventions. This applies to engine code only, unit tests being exempt.
- **Hoist conversions before loops.** Call `qd_to_numpy` / `qd_to_torch` once, then index
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Global Standards, Architecture (incl. the Application Operation Boundary), Code Conventions, API Contracts and Routes, Testing, Integrations, and How your work is checked (the local gate to run before calling
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coverage expansion** — public audit record `audit/productivity-2026-07/` (all 7 legacy skills scored, 24/24 scripts smoke-tested, coverage map vs the personal-productivity canon) + 3 gap-filling plugins, each with
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A file Claude Code reads at the start of every session. It holds the commands, conventions and warnings the agent needs for this project.
Where does it go?
At the repository root. Claude Code also reads CLAUDE.md files in subdirectories when it works there.
What should it contain?
Build and test commands, the project's layout, conventions that aren't obvious from the code, and mistakes to avoid. Short files tend to work better than long ones.
CLAUDE.md or AGENTS.md?
Claude Code reads CLAUDE.md; most other agents read AGENTS.md. Many projects keep one and point the other at it.