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* docs: turn README into an index and move reference detail to docs/guide The README had grown to 393 KB because every change appended its notes there. The text moves verbatim into 18 topic guides under docs/guide/; only headings are re-leveled and relative links re-pointed. The README keeps the introduction, a quick start and a guide index. Contributor test notes move to CONTRIBUTING.md. * docs: send user docs to topic guides and budget the root README The rule 'update README.md for user-facing changes' is what grew the README. Guidance now points to docs/guide/, and check_agent_guidance.py fails when the root README exceeds 16 KiB (AG003). * chore: remove unreferenced screenshots and finished plan notes pr-build/ holds two PR screenshots (3 MB) from #1986. plans/ holds the plan for the merged #4049. docs/SKILL_NAME_CONFLICT_FIX.md is a February change note. Nothing references them. * docs: route always-loaded AGENTS.md files to scoped guides * docs(agents): cut scoped guides to scope, verify, traps, decisions Each AGENTS.md keeps four kinds of content: the scope of the directory, the verification commands, traps a local test run does not show, and decisions the code cannot state. Values, field lists, function inventories, test names, issue numbers and history are deleted, because the code, the tests and git state them. Search and fetch providers share one community guide. Four guides with no remaining content are removed. The size check now allows 6 KiB per file (hard limit 8 KiB) and 24 KiB per chain (hard limit 32 KiB). * style: format frontend guide table and guidance test imports --------- Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
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# Contributing to DeerFlow
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Thank you for your interest in contributing to DeerFlow! This guide will help you set up your development environment and understand our development workflow.
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## Development Environment Setup
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We offer two development environments. **Docker is recommended** for the most consistent and hassle-free experience.
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### Option 1: Docker Development (Recommended)
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Docker provides a consistent, isolated environment with all dependencies pre-configured. No need to install Node.js, Python, or nginx on your local machine.
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#### Prerequisites
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- Docker Desktop or Docker Engine
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- Docker Compose **v2.24 or newer** (check with `docker compose version`). Both
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Compose files mark their `env_file` entries optional using the long-form
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`path`/`required` syntax; older clients reject it with
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`services.gateway.env_file.0 must be a string`. `make docker-start` verifies the
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version and tells you to upgrade — direct `docker compose` callers get that raw
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message instead.
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- pnpm (for caching optimization)
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#### Setup Steps
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1. **Configure the application**:
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```bash
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# Copy example configuration
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cp config.example.yaml config.yaml
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# Set your API keys
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export OPENAI_API_KEY="your-key-here"
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# or edit config.yaml directly
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```
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2. **Initialize Docker environment** (first time only):
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```bash
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make docker-init
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```
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This pulls the sandbox image that the container sandbox modes run, so the
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first sandbox container does not wait on the download. It is a no-op in
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local sandbox mode (the default), which needs no image.
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3. **Start development services**:
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```bash
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make docker-start
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```
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`make docker-start` reads `config.yaml` and starts `provisioner` only for provisioner/Kubernetes sandbox mode.
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Prefer this wrapper over invoking Compose yourself: it checks your Compose
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version, creates the missing `.env` files, and exports `DEER_FLOW_ROOT`.
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If you do run Compose directly, run it **from the repository root** and set
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`DEER_FLOW_ROOT` to the absolute path of your checkout. The default command
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starts the local/AIO development stack without Kubernetes; add
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`--profile provisioner` only when you need provisioner/Kubernetes sandbox
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mode. Compose interpolates `DEER_FLOW_ROOT` into host-side paths
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(`DEER_FLOW_HOST_BASE_DIR`, `THREADS_HOST_PATH`) that the AIO and provisioner
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sandbox modes bind-mount; leaving it unset renders them as
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`/backend/.deer-flow`, so those mounts silently miss your checkout instead of
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failing:
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```bash
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# macOS / Linux
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DEER_FLOW_ROOT="$PWD" docker compose -f docker/docker-compose-dev.yaml up --build
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```
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```powershell
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# Windows PowerShell
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$env:DEER_FLOW_ROOT = (Get-Location).Path
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docker compose -f docker/docker-compose-dev.yaml up --build
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```
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Do not reuse that `-f` path from inside `docker/` — it resolves to
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`docker/docker/docker-compose-dev.yaml` and fails with a file-not-found error.
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All services will start with hot-reload enabled:
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- Frontend changes are automatically reloaded
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- Backend changes trigger automatic restart
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- Gateway-hosted LangGraph-compatible runtime supports hot-reload
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4. **Access the application**:
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- Web Interface: http://localhost:2026
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- API Gateway: http://localhost:2026/api/*
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- LangGraph-compatible API: http://localhost:2026/api/langgraph/*
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#### Docker Commands
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```bash
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# Pull the sandbox image used by the container sandbox modes
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make docker-init
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# Start Docker services (mode-aware, localhost:2026)
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make docker-start
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# Stop Docker development services
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make docker-stop
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# View Docker development logs
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make docker-logs
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# View Docker frontend logs
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make docker-logs-frontend
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# View Docker gateway logs
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make docker-logs-gateway
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```
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If Docker builds are slow in your network, you can override the default package registries before running `make docker-start`:
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```bash
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export UV_INDEX_URL=https://pypi.org/simple
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export NPM_REGISTRY=https://registry.npmjs.org
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```
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Keep `UV_INDEX_URL` at `https://pypi.org/simple`: the gateway image installs with `uv sync --locked`, and `uv.lock` is locked to that index, so a mirror makes the build fail with ``The lockfile at `uv.lock` needs to be updated, but `--locked` was provided``.
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#### Recommended host resources
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Use these as practical starting points for development and review environments:
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| Scenario | Starting point | Recommended | Notes |
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|---------|-----------|------------|-------|
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| `make dev` on one machine | 4 vCPU, 8 GB RAM | 8 vCPU, 16 GB RAM | Best when DeerFlow uses hosted model APIs. |
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| `make docker-start` review environment | 4 vCPU, 8 GB RAM | 8 vCPU, 16 GB RAM | Docker image builds and sandbox containers need extra headroom. |
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| Shared Linux test server | 8 vCPU, 16 GB RAM | 16 vCPU, 32 GB RAM | Prefer this for heavier multi-agent runs or multiple reviewers. |
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`2 vCPU / 4 GB` environments often fail to start reliably or become unresponsive under normal DeerFlow workloads.
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#### Linux: Docker daemon permission denied
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If `make docker-init`, `make docker-start`, or `make docker-stop` fails on Linux with an error like below, your current user likely does not have permission to access the Docker daemon socket:
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```text
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unable to get image 'deer-flow-gateway': permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock
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```
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Recommended fix: add your current user to the `docker` group so Docker commands work without `sudo`.
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1. Confirm the `docker` group exists:
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```bash
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getent group docker
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```
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2. Add your current user to the `docker` group:
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```bash
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sudo usermod -aG docker $USER
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```
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3. Apply the new group membership. The most reliable option is to log out completely and then log back in. If you want to refresh the current shell session instead, run:
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```bash
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newgrp docker
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```
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4. Verify Docker access:
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```bash
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docker ps
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```
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5. Retry the DeerFlow command:
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```bash
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make docker-stop
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make docker-start
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```
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If `docker ps` still reports a permission error after `usermod`, fully log out and log back in before retrying.
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#### Docker Architecture
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```
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Host Machine
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↓
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Docker Compose (deer-flow-dev)
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├→ nginx (port 2026) ← Reverse proxy
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├→ web (port 3000) ← Frontend with hot-reload
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├→ gateway (port 8001) ← Gateway API + LangGraph-compatible runtime with hot-reload
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└→ provisioner (optional, port 8002) ← Started only in provisioner/K8s sandbox mode
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```
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**Benefits of Docker Development**:
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- ✅ Consistent environment across different machines
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- ✅ No need to install Node.js, Python, or nginx locally
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- ✅ Isolated dependencies and services
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- ✅ Easy cleanup and reset
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- ✅ Hot-reload for all services
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- ✅ Production-like environment
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### Option 2: Local Development
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If you prefer to run services directly on your machine:
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#### Prerequisites
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Check that you have all required tools installed:
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```bash
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make check
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```
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Required tools:
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- Node.js 22+
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- pnpm
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- uv (Python package manager)
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- nginx
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#### Setup Steps
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1. **Configure the application** (same as Docker setup above)
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2. **Install dependencies** (this also sets up pre-commit hooks):
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```bash
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make install
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```
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3. **Run development server** (starts all services with nginx):
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```bash
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make dev
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```
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4. **Access the application**:
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- Web Interface: http://localhost:2026
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- All API requests are automatically proxied through nginx
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#### Manual Service Control
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If you need to start services individually:
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1. **Start backend service**:
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```bash
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# Terminal 1: Start Gateway API + embedded agent runtime (port 8001)
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cd backend
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make dev
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# Terminal 2: Start Frontend (port 3000)
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cd frontend
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pnpm dev
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```
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2. **Start nginx** (run from the repo root):
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```bash
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make nginx
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```
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This runs `scripts/nginx.sh`, which launches nginx in the foreground the same way `scripts/serve.sh` (used by `make dev` / `make start`) does: it pre-creates the `logs/` and `temp/` directories and uses the local dev config at `docker/nginx/nginx.local.conf`.
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3. **Access the application**:
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- Web Interface: http://localhost:2026
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#### Nginx Configuration
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The nginx configuration provides:
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- Unified entry point on port 2026
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- Rewrites `/api/langgraph/*` to Gateway's LangGraph-compatible API (8001)
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- Routes other `/api/*` endpoints to Gateway API (8001)
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- Routes non-API requests to Frontend (3000)
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- Same-origin API routing; split-origin or port-forwarded browser clients should use the Gateway `GATEWAY_CORS_ORIGINS` allowlist
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- SSE/streaming support for real-time agent responses
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- Optimized timeouts for long-running operations
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## Project Structure
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```
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deer-flow/
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├── config.example.yaml # Configuration template
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├── extensions_config.example.json # MCP and Skills configuration template
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├── Makefile # Build and development commands
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├── scripts/
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│ └── docker.sh # Docker management script
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├── docker/
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│ ├── docker-compose-dev.yaml # Docker Compose configuration
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│ └── nginx/
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│ ├── nginx.conf # Nginx config for Docker
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│ └── nginx.local.conf # Nginx config for local dev
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├── backend/ # Backend application
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│ ├── packages/harness/ # deerflow-harness package (import: deerflow.*)
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│ │ └── deerflow/ # Agents, tools, sandbox, MCP, skills, config
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│ ├── app/ # FastAPI Gateway + IM channels (import: app.*)
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│ │ ├── gateway/ # Gateway API and LangGraph-compatible runtime (port 8001)
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│ │ └── channels/ # IM channel integrations
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│ ├── docs/ # Backend documentation
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│ └── Makefile # Backend commands
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├── frontend/ # Frontend application
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│ └── Makefile # Frontend commands
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└── skills/ # Agent skills
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├── public/ # Public skills
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└── custom/ # Custom skills
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```
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## Architecture
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```
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Browser
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↓
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Nginx (port 2026) ← Unified entry point
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├→ Frontend (port 3000) ← / (non-API requests)
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└→ Gateway API (port 8001) ← /api/* and /api/langgraph/* (LangGraph-compatible agent interactions)
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```
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## Development Workflow
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1. **Create a feature branch**:
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```bash
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git checkout -b feature/your-feature-name
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```
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2. **Make your changes** with hot-reload enabled
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3. **Format and lint your code** (CI will reject unformatted code):
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```bash
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# Backend
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cd backend
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make format # ruff check --fix + ruff format
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# Frontend
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cd frontend
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pnpm format:write # Prettier
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```
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4. **Test your changes** thoroughly
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5. **Commit your changes**:
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```bash
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git add .
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git commit -m "feat: description of your changes"
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```
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6. **Push and create a Pull Request**:
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```bash
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git push origin feature/your-feature-name
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```
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## AI assistance disclosure
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DeerFlow is an AI project and we welcome AI-assisted contributions. To help
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reviewers calibrate how closely to read a change, **every pull request must
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complete the "AI assistance" section of the
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[PR template](.github/pull_request_template.md)**:
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- which tool(s) you used (or `none`),
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- how you used them, and
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- a confirmation that a human has read, understands, and takes responsibility
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for the change.
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Please don't delete the section. PRs that ignore it may be asked to fill it in
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before review.
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## Testing
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```bash
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# Public skill scripts (from the repository root)
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python -m pip install -r tests/skills/requirements.txt
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python -m pytest tests/skills -q
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# Default backend tests (four parallel shards; excludes live and blocking-I/O tests)
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cd backend
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make test
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# Run the same shards sequentially
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make test TEST_JOBS=1
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# Strict blocking-I/O tests
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make test-blocking-io
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# Live DeerFlowClient integration tests (explicit opt-in)
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# Requires a valid root config.yaml and API credentials.
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make test-live
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# Frontend unit tests
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cd frontend
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make test
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# Frontend E2E tests (requires Chromium; builds and auto-starts the Next.js production server)
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cd frontend
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make test-e2e
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```
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If a host-configured uv package mirror blocks dependencies while running the
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config upgrade tests, run `make test-config-version` from the repository root.
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That command uses public PyPI for this suite and its subprocesses without
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changing the host's uv settings or the normal config upgrade command.
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`make test-live` calls real external APIs and may incur API costs or create
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local sandboxes, artifacts, and files. It is never run by the default backend
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test command or CI. Direct pytest invocations of `tests/test_client_live.py`
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must also set `DEER_FLOW_RUN_LIVE_TESTS=1`.
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### PR Regression Checks
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Every pull request triggers the following CI workflows:
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- **Backend unit tests** — [.github/workflows/backend-unit-tests.yml](.github/workflows/backend-unit-tests.yml)
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- **Frontend unit tests** — [.github/workflows/frontend-unit-tests.yml](.github/workflows/frontend-unit-tests.yml)
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- **Frontend E2E tests** — [.github/workflows/e2e-tests.yml](.github/workflows/e2e-tests.yml) (triggered only when `frontend/` files change)
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### Test and diagnostics notes
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Backend `make test` runs four duration-balanced shards concurrently and reports
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failure if any shard fails. Use `make test TEST_JOBS=1` to run the shards sequentially.
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It excludes live external-API and blocking-I/O coverage.
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Run `cd backend && make test-blocking-io` for strict blocking-I/O checks.
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Maintainers can run the real `DeerFlowClient` suite with `cd backend && make test-live`.
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This command requires a valid root `config.yaml` and API credentials.
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It can incur API costs and create local sandboxes, artifacts, or files.
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Direct pytest runs additionally require `DEER_FLOW_RUN_LIVE_TESTS=1`.
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Regression coverage includes Docker sandbox mode detection and provisioner kubeconfig-path handling tests in `backend/tests/`.
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Backend blocking-IO diagnostics are available from the repository root with
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`make detect-blocking-io`: it statically scans backend business code for
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blocking IO that may run on the backend event loop, prints a concise summary,
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and writes complete JSON findings to `.deer-flow/blocking-io-findings.json`.
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The JSON includes compact review records with `priority`, `location`,
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`blocking_call`, `event_loop_exposure`, `reason`, and `code`.
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Gateway artifact serving now forces active web content types (`text/html` and XML documents such as `.xml`, `.xhtml`, and `.svg`) to download as attachments instead of inline rendering, reducing XSS risk for generated artifacts.
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Frontend route asset budgets can be checked with `cd frontend && pnpm
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perf:check`. The command measures `/login` from a normal production build, then
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performs a production static-demo build for the fixture-backed workspace routes.
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It measures the unique JavaScript and CSS referenced by representative routes
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and writes the detailed result to `.next/performance-results.json`.
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## Code Style
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- **Backend (Python)**: We use `ruff` for linting and formatting. Run `make format` before committing.
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- **Frontend (TypeScript)**: We use ESLint and Prettier. Run `pnpm format:write` before committing.
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- CI enforces formatting — PRs with unformatted code will fail the lint check.
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## Documentation
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- [Configuration Guide](backend/docs/CONFIGURATION.md) - Setup and configuration
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- [Architecture Overview](backend/CLAUDE.md) - Technical architecture
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- [MCP Setup Guide](backend/docs/MCP_SERVER.md) - Model Context Protocol configuration
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## Troubleshooting Bundle
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For setup, configuration, sandbox, or runtime issues, generate a redacted support
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summary before filing:
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```bash
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make support-bundle
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```
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The command prints reporter next steps, writes a `*-issue-summary.md` file that
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you can paste into the issue, writes a `*-issue-draft.md` file for AI-assisted
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issue filing, and writes an optional evidence zip under
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`.deer-flow/support-bundles/`. The zip includes toolchain versions, sanitized
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`config.yaml` and `extensions_config.json` summaries, enabled tool/skill/MCP
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structure, git metadata, and redacted `make doctor` output.
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When filing the issue, paste the generated `*-issue-summary.md` into the issue
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body. If an AI assistant files the issue, start from `*-issue-draft.md` and
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replace every REQUIRED placeholder before filing; the draft intentionally does
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not invent reproduction steps, expected behavior, or a problem summary. Attach
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the zip only if a maintainer asks for the evidence bundle, or if the summary
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alone is not enough to diagnose the issue. Maintainers and AI-assisted triage
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should start with `triage.json`, which contains stable signals such as
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`config_missing`, `node_version_too_old`, `doctor_failed`, and suggested next
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steps. The other JSON files are evidence for follow-up inspection.
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It intentionally does **not** include `.env`, raw conversation messages, or the
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contents of files in thread workspaces/uploads/outputs. If you need to include a
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thread, run `cd backend && uv run python ../scripts/support_bundle.py --thread-id
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<thread-id> --include-doctor`; this adds file manifests only. Please still review
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the generated zip before attaching it to a public issue.
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## Need Help?
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- Check existing [Issues](https://github.com/bytedance/deer-flow/issues)
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- Read the [Documentation](backend/docs/)
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- Ask questions in [Discussions](https://github.com/bytedance/deer-flow/discussions)
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## License
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By contributing to DeerFlow, you agree that your contributions will be licensed under the [MIT License](./LICENSE).
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