integration-tester` | Read-write | Author and run integration / end-to-end cases under `tests/` |
The main repo has no frontend stack, so no `frontend-dev` is provided; TypeScript sub-projects
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description:**
```yaml
description: Use for debugging. First investigate root cause, then analyze
patterns, test hypotheses, and implement fixes with tests.
```
**GOOD - Capability + trigger:**
```yaml
description: Diagnoses bugs through root cause
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engines, formatting profiles, abuse mitigation, deployment topology.
- `CONTRIBUTING.md` — full env var table, dev workflow, test policy.
- `cookbooks.md` — header recipes for common downstream pipelines (RAG, embedding, deep research, uploads, etc.).
## Common
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these instructions to efficiently run quality checks, manage the server, check logs, and run tests.
## Quick Reference Commands
### Code Quality Checks
Before making any changes or submitting PRs, always
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database pagination for large datasets
- Before committing backend changes, run the CI-equivalent unit test command: `GOWORK=off go test -tags=unembed -race -cover -count=1 ./...`
- Keep `-count
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guidance to Claude Code (claude.ai/code) when working with code in this repository.
## Build & Test Commands
AudioKit uses Swift Package Manager. The CI builds target iOS Simulator:
```bash
# Build
xcodebuild
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Version 2.0 is a complete rewrite using modern Rust-based tooling: bunchee (bundling), vitest (testing), oxlint (linting), and oxfmt (formatting).
## Development Commands
```bash
bun install # Install dependencies
bun run build
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compact bytecode.
## Build Commands
### Default Build: ASan+Debug with -O1
Always build and test with AddressSanitizer enabled unless the user explicitly asks otherwise or there is a specific reason
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vCluster — Agent Instructions
## E2E TDD Workflow
When doing test-driven development, ALWAYS follow the workflow in
[.claude/e2e-tdd-workflow.md](.claude/e2e-tdd-workflow.md).
Use the AGENT_SESSION env var to isolate your commands per session
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extensions
- `custom_config.yml` - Manim configuration with custom paths and rendering settings
- `playground.py` - Sandbox file for testing and experimentation
### Video Project Structure
Each video project typically contains:
- Main scene files (e.g., `main.py
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cwp-pattern.md` - Cancellable Workflow Pattern
- `code-layout.md` - Backing fields, member ordering
- `api-documentation.md` - XML documentation requirements
- `testing-patterns.md` - Test patterns and requirements
- `logging-tracing.md` - **No Console.WriteLine** - use Logging/TestLogging/Trace
- `fragile-areas.md` - Code that must not be refactored
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Working on WhisperLiveKit
Follow [CONTRIBUTING.md](CONTRIBUTING.md) for setup, validation, and test scope.
## Runtime boundaries
- `TranscriptionEngine` loads models during startup and is shared within one process. `reset()` is for tests
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/code) when touching this repo.
**Read @AGENTS.md first.** It owns architecture, naming, workflow rules, testing expectations, and anything code-related. Keep that file open—this doc just points you there
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notes from it.
3. Follow the autonomous operation protocol (`plan/execution-plan.md` §7): orient → plan → implement + test → verify → record → commit. Don't stop to ask unless §7 lists the decision
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exploit developers. It's written in Python and supports both GDB (mature, battle-tested) and LLDB (experimental, early-stage).
**Important**: Read the developer documentation in `docs/contributing/` for comprehensive guidance. This
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Commands
Run from repo root (or `cd` into the package). CI runs install → typecheck → test → build per package: GitHub Actions `.github/workflows/ci.yml` (PRs and every branch push; also UI review, Android
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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.