mirror of
https://github.com/rennf93/roboco.git
synced 2026-08-03 07:23:24 +02:00
The verb table predates both roles. Add pr_reviewer (give_me_work, claim_pr_review, post_pr_review — read-only reviewer) and secretary (human-only, i_am_idle only), note their content-tool restrictions, and correct the canonical-source reference to lifecycle.intents_for_role.
564 lines
23 KiB
Markdown
564 lines
23 KiB
Markdown
# CLAUDE.md
|
|
|
|
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
|
|
|
|
## Licensing
|
|
|
|
RoboCo is licensed under **AGPL-3.0** (see `LICENSE`). Copyright (c) 2026
|
|
Renzo Franceschini. Do NOT reintroduce an MIT or other license reference
|
|
anywhere (README, headers, package metadata) — the project is AGPL.
|
|
|
|
Contributions require a signed **Contributor License Agreement** (`CLA.md`),
|
|
automated via the CLA Assistant workflow (`.github/workflows/cla.yml`). The
|
|
CLA preserves the option to dual-license / offer a commercial edition later;
|
|
keep copyright assignment language intact. See `CONTRIBUTING.md`.
|
|
|
|
## Project Overview
|
|
|
|
**RoboCo** is an AI Agentic Company - a virtual organization of 22 AI agents + 1 human CEO, designed to operate as a complete software development workforce. The system implements a structured organizational hierarchy with formal communication protocols, task management, and quality controls.
|
|
|
|
### Core Architecture
|
|
|
|
```
|
|
CEO (Renzo - Human)
|
|
|
|
|
+-- Intake (on-demand interviewer: chats only with the CEO to draft a task)
|
|
|
|
|
+-- Board (3 agents)
|
|
+-- Product Owner
|
|
+-- Head of Marketing
|
|
+-- Auditor (silent observer, reports to CEO)
|
|
|
|
|
+-- Main PM (coordinates all cells)
|
|
|
|
|
+-- Backend Cell (5 agents: 2 Devs, 1 QA, 1 PM, 1 Documenter)
|
|
+-- Frontend Cell (5 agents: 2 Devs, 1 QA, 1 PM, 1 Documenter)
|
|
+-- UX/UI Cell (5 agents: 2 Devs, 1 QA, 1 PM, 1 Documenter)
|
|
```
|
|
|
|
### Hardware Infrastructure
|
|
|
|
- **Olares One (Powerhouse)**: Intel Ultra 9 + RTX 5090, runs Claude Code instances and AI inference - NOT YET ARRIVED
|
|
- **UGREEN NAS (Warehouse)**: 36TB RAID6, 128GB RAM, hosts PostgreSQL, Redis
|
|
- **Pi Cluster (Operations)**: Monitoring, notifications, smart home
|
|
|
|
## Development Standards
|
|
|
|
### Python (Backend)
|
|
```bash
|
|
# Package manager
|
|
uv
|
|
|
|
# Before any commit
|
|
uv run ruff format .
|
|
uv run ruff check .
|
|
uv run mypy roboco/
|
|
uv run pytest
|
|
|
|
# Coverage target: 80%
|
|
```
|
|
|
|
### TypeScript (Frontend)
|
|
```bash
|
|
# Package manager
|
|
pnpm
|
|
|
|
# Before any commit
|
|
pnpm format
|
|
pnpm lint
|
|
pnpm typecheck
|
|
pnpm test
|
|
|
|
# Coverage target: 80%
|
|
```
|
|
|
|
## Technology Stack
|
|
|
|
| Layer | Technology |
|
|
|-------|------------|
|
|
| API Framework | FastAPI |
|
|
| Database | PostgreSQL + asyncpg |
|
|
| Vector Store | PostgreSQL + pgvector (in-house engine) |
|
|
| RAG Engine | in-house (asyncpg + pgvector, HyDE) |
|
|
| Cache/Queue | Redis |
|
|
| Container Runtime | Docker + Docker Compose |
|
|
| Cloud LLM | Claude API (claude-opus-4-6) |
|
|
| Local LLM | Ollama (glm-5:cloud for HyDE/RAG) |
|
|
| Embeddings | qwen3-embedding:0.6b (1024 dim) |
|
|
| Frontend | Next.js 16 + TypeScript + Tailwind + Radix UI (in `panel/`) |
|
|
| Edge / Proxy | nginx (single entry point on port 3000) |
|
|
|
|
## Multi-Agent Workspace Structure
|
|
|
|
Each agent gets their own git clone of a project, enabling parallel development without conflicts:
|
|
|
|
```
|
|
{ROBOCO_WORKSPACES_ROOT}/ # Default: /data/workspaces
|
|
+-- {project-slug}/
|
|
+-- {team}/
|
|
+-- {agent-slug}/
|
|
+-- [git repository]
|
|
```
|
|
|
|
**Example:**
|
|
```
|
|
/data/workspaces/
|
|
+-- roboco/
|
|
+-- backend/
|
|
| +-- be-dev-1/ # be-dev-1's workspace
|
|
| +-- be-dev-2/ # be-dev-2's workspace
|
|
+-- frontend/
|
|
+-- fe-dev-1/
|
|
+-- fe-dev-2/
|
|
```
|
|
|
|
Note: the Next.js control panel now lives at `roboco/panel/` inside this
|
|
repo (no longer a separate `roboco-panel` project or workspace).
|
|
|
|
**Key Configuration (roboco/config.py):**
|
|
- `ROBOCO_WORKSPACES_ROOT`: Root directory for workspaces (default: `/data/workspaces`)
|
|
- `ROBOCO_WORKSPACE_AUTO_CLONE`: Auto-clone repos on first access (default: `true`)
|
|
- `ROBOCO_WORKSPACE_CLONE_TIMEOUT`: Clone timeout in seconds (default: `300`)
|
|
|
|
On a Python workspace, `WorkspaceService` runs `uv sync --extra dev` (not plain
|
|
`uv sync`) so the clone's `.venv` carries the full gate toolchain
|
|
(ruff/mypy/xenon/pytest) — the lint/type/complexity tools live in the `dev`
|
|
**extra**, which plain `uv sync` skips. Without it an agent's `make quality`
|
|
fails on `ruff: command not found` and the agent can't gate its own work.
|
|
|
|
## Git Workflow
|
|
|
|
### Branch Naming Convention
|
|
|
|
Branch names follow the pattern: `{type}/{team}/{task-hierarchy}`
|
|
|
|
**Types:** `feature`, `bug`, `chore`, `docs`, `hotfix`
|
|
|
|
**Task Hierarchy:** Uses `--` separator (not `/`) to avoid git ref conflicts.
|
|
|
|
**Examples:**
|
|
- Root task: `feature/backend/ABC12345`
|
|
- Subtask: `feature/backend/ABC12345--DEF67890`
|
|
- Sub-subtask: `feature/backend/ABC12345--DEF67890--GHI11111`
|
|
|
|
### Commit Format
|
|
|
|
Commits are automatically prefixed with the task ID:
|
|
|
|
```
|
|
[{task-id[:8]}] {message}
|
|
```
|
|
|
|
**Example:**
|
|
```
|
|
[ABC12345] Add user authentication endpoint
|
|
```
|
|
|
|
### Work Sessions
|
|
|
|
When a developer claims a task, a **WorkSession** is created that tracks:
|
|
- Branch name and base/target branches
|
|
- All commits made during the session
|
|
- Files modified
|
|
- PR number/URL when created
|
|
- Merge status and who merged
|
|
|
|
### Git Credentials
|
|
|
|
Git authentication is managed **per-project** through encrypted GitHub PATs:
|
|
|
|
- **Each project stores its own git token** - no global fallback
|
|
- **Tokens are encrypted at rest** using Fernet symmetric encryption
|
|
- **API never exposes tokens** - only returns `has_git_token: boolean`
|
|
- **Self-service via UI** - users set/update tokens in project settings
|
|
|
|
**Project fields:**
|
|
| Field | Description |
|
|
|-------|-------------|
|
|
| `git_token_encrypted` | Fernet-encrypted GitHub PAT (DB column) |
|
|
| `has_git_token` | Boolean indicator for API responses |
|
|
|
|
**Token flow:**
|
|
1. User creates project in UI, enters GitHub PAT
|
|
2. Token encrypted and stored in `projects.git_token_encrypted`
|
|
3. WorkspaceService decrypts token when cloning repos
|
|
4. GitService decrypts token for PR operations (gh CLI)
|
|
|
|
**HTTPS URLs require tokens** - attempting to clone without a token will raise `WorkspaceError`.
|
|
|
|
## Task Lifecycle
|
|
|
|
### Task States
|
|
|
|
The complete task lifecycle is defined in `roboco/foundation/policy/lifecycle.py`
|
|
(`roboco/enforcement/task_lifecycle.py` is a backwards-compat shim over it):
|
|
|
|
```
|
|
backlog -> pending -> claimed -> in_progress -> [blocked|paused] -> verifying
|
|
| |
|
|
v v
|
|
awaiting_qa <------------------+ awaiting_documentation
|
|
| (needs_revision) | |
|
|
v | v
|
|
awaiting_documentation --------+ awaiting_pm_review
|
|
| |
|
|
v v
|
|
awaiting_pm_review awaiting_ceo_approval
|
|
| |
|
|
v v
|
|
completed completed
|
|
```
|
|
|
|
**States:**
|
|
| State | Description |
|
|
|-------|-------------|
|
|
| `backlog` | PM setup phase - dependencies or session setup needed |
|
|
| `pending` | Ready for work - orchestrator can spawn agents |
|
|
| `claimed` | Agent has locked the task |
|
|
| `in_progress` | Active development |
|
|
| `blocked` | External dependency blocking progress |
|
|
| `paused` | Temporarily stopped (can resume) |
|
|
| `verifying` | Self-verification by developer |
|
|
| `needs_revision` | QA or CEO requested changes |
|
|
| `awaiting_qa` | Submitted for QA review — PR must already exist |
|
|
| `awaiting_documentation` | Documentation phase — PR already open from pre-QA; doc writes docs |
|
|
| `awaiting_pm_review` | Docs complete, PM reviews + merges |
|
|
| `awaiting_ceo_approval` | Major tasks escalated for CEO final approval |
|
|
| `completed` | Terminal state - work done and merged |
|
|
| `cancelled` | Terminal state - work cancelled |
|
|
|
|
### Role-Based Transitions
|
|
|
|
All status transitions are validated through the enforcement layer. Key restrictions:
|
|
|
|
| Transition | Allowed Roles |
|
|
|------------|---------------|
|
|
| `backlog` → `pending` (activate) | PM roles only |
|
|
| `pending` → `claimed` (claim) | Role must match task type (QA for awaiting_qa, etc.) |
|
|
| `claimed` → `pending` (unclaim) | Assignee or PM |
|
|
| `awaiting_qa` → `awaiting_documentation` (pass) | QA only |
|
|
| `awaiting_qa` → `needs_revision` (fail) | QA only |
|
|
| `awaiting_documentation` → `awaiting_pm_review` | Documenter or Developer (parallel completion) |
|
|
| `awaiting_pm_review` → `completed` | PM roles only |
|
|
| `awaiting_pm_review` → `awaiting_ceo_approval` | PM roles only |
|
|
| `awaiting_ceo_approval` → `completed/needs_revision/cancelled` | CEO only |
|
|
| Any → `cancelled` | PM roles only |
|
|
|
|
**Unclaim Operation**: Agents can release claimed tasks back to the pool using `unclaim()`. This transitions `claimed` → `pending` and optionally reassigns to another agent.
|
|
|
|
### Git Integration Requirements
|
|
|
|
All tasks follow git workflow. PR is created BEFORE QA review (not after)
|
|
so QA can review the real PR diff on GitHub and downstream PM/CEO approval
|
|
chain off a PR that already exists:
|
|
|
|
1. **claimed -> in_progress**: `branch_name` is auto-set on claim (hierarchical branches)
|
|
2. **verifying -> awaiting_qa** (submit-qa): Requires `self_verified`, `commits`,
|
|
`pr_number` (PR open), and at least one `progress_updates` entry
|
|
3. **awaiting_qa -> awaiting_documentation** (pass-qa): Requires `pr_number` and
|
|
substantive QA notes
|
|
4. **awaiting_documentation -> awaiting_pm_review**: Requires `docs_complete=True`
|
|
(PR already exists from step 2 above)
|
|
5. **awaiting_pm_review -> awaiting_ceo_approval**: Must have `pr_number` set
|
|
and all subtasks in a terminal state
|
|
|
|
### CEO Approval Workflow
|
|
|
|
Major tasks are escalated to CEO for final approval:
|
|
1. PM reviews and approves, escalates to `awaiting_ceo_approval`
|
|
2. CEO can:
|
|
- **Approve**: Merges PR, task -> `completed`
|
|
- **Request changes**: Task -> `needs_revision`
|
|
- **Cancel**: Task -> `cancelled`
|
|
|
|
## Data Models
|
|
|
|
### Core Models (roboco/models/)
|
|
|
|
| Model | Purpose |
|
|
|-------|---------|
|
|
| `Task` | Atomic unit of work with acceptance criteria |
|
|
| `Project` | Git repository configuration and CI/CD commands |
|
|
| `WorkSession` | Links agent work to task, tracks branch/commits/PR |
|
|
| `Agent` | AI agent with role, team, capabilities |
|
|
| `Session` | Communication session with messages |
|
|
| `Channel` | Team communication channel |
|
|
| `Message` | Extracted message from agent streams |
|
|
| `Notification` | Formal notification requiring acknowledgment |
|
|
| `Journal` | Agent personal log for reflections/learnings |
|
|
|
|
### Task Model Key Fields
|
|
|
|
```python
|
|
# Git configuration (all tasks follow git workflow)
|
|
task_type: TaskType # code, documentation, research, planning, design, administrative
|
|
project_id: UUID # Project this task works on (required)
|
|
branch_name: str # Branch for this task (auto-created on claim)
|
|
work_session_id: UUID # Active work session
|
|
|
|
# PR tracking (parallel execution in awaiting_documentation)
|
|
pr_number: int # GitHub/GitLab PR number
|
|
pr_url: str # Full URL to PR
|
|
docs_complete: bool # Documenter has finished
|
|
pr_created: bool # Developer has created PR
|
|
|
|
# Commits linked to task
|
|
commits: list[CommitRef] # All commits made for this task
|
|
```
|
|
|
|
## Communication Model
|
|
|
|
**Communication** = constant stream (always flowing, logged, observed)
|
|
**Notifications** = formal signals (require acknowledgment, sent by PMs/Board only)
|
|
|
|
### Channel Structure
|
|
- Cell channels: `#backend-cell`, `#frontend-cell`, `#uxui-cell`
|
|
- Cross-cell: `#dev-all`, `#qa-all`, `#pm-all`, `#doc-all`
|
|
- Management: `#main-pm-board`, `#board-private`
|
|
- Special: `#announcements` (read-only except Board/Main PM), `#all-hands`
|
|
|
|
The Auditor has silent read access to ALL channels.
|
|
|
|
## Key Principles
|
|
|
|
1. **Everything is a task** - All work is tracked and documented
|
|
2. **No work without a task** - Create task record first
|
|
3. **No task without acceptance criteria** - How do we know it's done?
|
|
4. **No closure without documentation** - Future agents need context
|
|
5. **Communication is constant** - Stream reasoning, log everything
|
|
6. **State is sacred** - If interrupted, state must be recoverable
|
|
7. **The Auditor sees all** - Quality monitored silently
|
|
8. **Commits linked to tasks** - Every commit references its task ID
|
|
9. **CEO approves major changes** - Escalation path for important work
|
|
|
|
## Agent Gateway
|
|
|
|
Agents do not call the API or per-domain MCP tools directly. They go through
|
|
two thin MCP servers (`roboco-flow`, `roboco-do`) backed by the server-side
|
|
**Choreographer** in `roboco/services/gateway/`. The Choreographer composes
|
|
the existing services (TaskService, JournalService, GitService, etc.) into
|
|
intent-verb sequences. Tracing, claim-locking, evidence assembly, and
|
|
remediation hints are all centralized there.
|
|
|
|
Each agent gets a **spawn manifest** at `/app/tool-manifest.json` listing
|
|
the verbs its role is allowed to call. The orchestrator builds the
|
|
manifest from `roboco/services/gateway/role_config.py` and mounts it
|
|
read-only into the agent container.
|
|
|
|
### Verb surface (canonical source: `lifecycle.intents_for_role`; every role also gets `i_am_idle`)
|
|
|
|
| Role | Flow verbs (beyond `i_am_idle`) |
|
|
|---------------|--------------------------------------------------------------------------------------------------|
|
|
| developer | `give_me_work`, `i_will_work_on`, `open_pr`, `i_am_done`, `i_am_blocked`, `resume`, `unclaim` |
|
|
| qa | `give_me_work`, `claim_review`, `pass_review`, `fail_review`, `i_am_blocked`, `resume`, `unclaim` |
|
|
| documenter | `give_me_work`, `claim_doc_task`, `i_documented`, `i_am_blocked`, `resume`, `unclaim` |
|
|
| cell_pm | `give_me_work`, `i_will_plan`, `delegate`, `complete`, `submit_up`, `triage`, `unblock`, `escalate_up`, `reassign`, `resume`, `unclaim` |
|
|
| main_pm | `give_me_work`, `i_will_plan`, `delegate`, `complete`, `triage`, `triage_all`, `unblock`, `escalate_up`, `escalate_to_ceo`, `resume`, `unclaim` |
|
|
| pr_reviewer | `give_me_work`, `claim_pr_review`, `post_pr_review` (read-only reviewer; inbound external/fork PRs first) |
|
|
| product_owner | `triage`, `escalate_to_ceo` |
|
|
| head_marketing| `triage`, `escalate_to_ceo` |
|
|
| auditor | `triage` (read-only — no `say`/`dm`) |
|
|
| prompter | (none beyond `i_am_idle` — not a delivery-lifecycle role; intake interviewer, human-only) |
|
|
| secretary | (none beyond `i_am_idle` — human-only chief-of-staff; reads company state + runs gated CEO directives) |
|
|
|
|
Content tools (do_server) — most roles: `commit`, `note`, `say`, `dm`, `evidence`.
|
|
Auditor is restricted to `note` (scope=reflect) + `evidence`. The `pr_reviewer`
|
|
posts its change-request on the PR itself (no agent comms). The `prompter`
|
|
(intake) and `secretary` are restricted to `note` + `evidence` — human-only,
|
|
no `say`/`dm`/`notify`.
|
|
|
|
### MCP servers running per agent container
|
|
|
|
| Server | Purpose |
|
|
|----------------------|----------------------------------------------------------------------|
|
|
| `roboco-flow` | Intent verbs (give_me_work, i_am_done, claim_review, complete, ...) |
|
|
| `roboco-do` | Content tools (commit, note, say, dm, evidence) |
|
|
| `roboco-git-readonly`| Read-only git: status, log, diff, branches |
|
|
| `roboco-optimal` | RAG: `roboco_ask_mentor`, `roboco_kb_search` |
|
|
| `roboco-docs` | Project docs file management (selected roles) |
|
|
|
|
Every verb returns a standardized **Envelope**:
|
|
- ok: `{status, task_id, next, evidence?, context_briefing}`
|
|
- error: `{error, message, remediate, missing}`
|
|
|
|
The `next` field tells the agent what to call next; the `remediate` field
|
|
on errors tells them exactly how to fix and retry. Agents should not guess
|
|
state — trust the response.
|
|
|
|
## Services
|
|
|
|
Core services in `roboco/services/`:
|
|
|
|
| Service | Purpose |
|
|
|---------|---------|
|
|
| `TaskService` | Task CRUD and state transitions |
|
|
| `WorkSessionService` | Git session management, PR lifecycle |
|
|
| `WorkspaceService` | Multi-agent workspace resolution and cloning |
|
|
| `ProjectService` | Project/repository management |
|
|
| `MessagingService` | Channels, sessions, messages |
|
|
| `NotificationService` | Formal notifications |
|
|
| `JournalService` | Agent journals and entries |
|
|
| `OptimalService` | RAG queries (in-house pgvector engine) |
|
|
| `PermissionsService` | Role-based access control |
|
|
|
|
## Configuration
|
|
|
|
Key settings in `roboco/config.py` (env prefix: `ROBOCO_`):
|
|
|
|
```bash
|
|
# Database
|
|
ROBOCO_DATABASE_HOST=localhost
|
|
ROBOCO_DATABASE_PORT=5432
|
|
ROBOCO_DATABASE_USER=roboco
|
|
ROBOCO_DATABASE_PASSWORD=roboco
|
|
ROBOCO_DATABASE_NAME=roboco
|
|
|
|
# Redis
|
|
ROBOCO_REDIS_HOST=localhost
|
|
ROBOCO_REDIS_PORT=6379
|
|
|
|
# Security (REQUIRED)
|
|
# Generate with: python -c 'from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())'
|
|
ROBOCO_ENCRYPTION_KEY=<your-fernet-key>
|
|
|
|
# Workspaces
|
|
ROBOCO_WORKSPACES_ROOT=/data/workspaces
|
|
ROBOCO_WORKSPACE_AUTO_CLONE=true
|
|
ROBOCO_WORKSPACE_CLONE_TIMEOUT=300
|
|
|
|
# RAG (in-house pgvector engine)
|
|
ROBOCO_RAG_CHUNK_STRATEGY=fixed
|
|
ROBOCO_RAG_CHUNK_SIZE=512
|
|
ROBOCO_RAG_USE_HYDE=true
|
|
ROBOCO_RAG_USE_HYBRID_SEARCH=true
|
|
|
|
# AI/LLM
|
|
ROBOCO_DEFAULT_EMBEDDING_MODEL=qwen3-embedding:0.6b
|
|
ROBOCO_LOCAL_LLM_MODEL=glm-5:cloud
|
|
ROBOCO_LOCAL_LLM_BASE_URL=http://roboco-ollama:11434/v1
|
|
ROBOCO_OLLAMA_BASE_URL=http://roboco-ollama:11434
|
|
```
|
|
|
|
## Docker Deployment
|
|
|
|
### Container Architecture
|
|
|
|
The system runs as Docker Compose services. All Dockerfiles live under
|
|
`docker/` at the project root; every service uses `context: .` plus
|
|
`dockerfile: docker/<name>.Dockerfile`.
|
|
|
|
| Service | Purpose | Healthcheck |
|
|
|---------|---------|-------------|
|
|
| `postgres` | PostgreSQL + pgvector | `pg_isready` |
|
|
| `redis` | Cache, sessions, event bus | `redis-cli ping` |
|
|
| `ollama` | Local LLM + embeddings | `ollama list` |
|
|
| `ollama-init` | Pulls models on startup | One-shot |
|
|
| `agent-base-image` / `agent-*-image` | Pre-built images spawned per agent | One-shot |
|
|
| `orchestrator` | API + agent spawner | Depends on all above |
|
|
| `panel` | Next.js control panel (internal, port 3000) | — |
|
|
| `nginx` | Reverse proxy fronting panel + orchestrator | — |
|
|
|
|
### Single Entry Point
|
|
|
|
`nginx` is the only externally-exposed service. It listens on `localhost:3000` and routes:
|
|
|
|
- `/api/*` and `/ws/*` → `orchestrator:8000`
|
|
- everything else → `panel:3000`
|
|
|
|
This avoids CORS since the browser sees one origin. The Next.js code uses
|
|
relative URLs (`/api`, `/ws`) and lets nginx do the dispatch.
|
|
|
|
### WebSocket streams
|
|
|
|
The orchestrator exposes WebSocket endpoints under `/ws` (router in
|
|
`roboco/api/websocket.py`, `ConnectionManager` + `broadcast_*` helpers):
|
|
|
|
| Endpoint | Purpose |
|
|
|----------|---------|
|
|
| `/ws/channels/{id}`, `/ws/agents/{id}`, `/ws/sessions/{id}`, `/ws/notifications/{id}` | Per-resource live streams |
|
|
| `/ws/system` | Operator/system-wide stream (no per-agent keying) — the rate-limit lifecycle (`RATE_LIMIT_HIT` / `RATE_LIMIT_LIFTED`) and live usage (`USAGE_SNAPSHOT`, pushed to the usage dashboard) |
|
|
|
|
Server-side events reach these sockets through `roboco/api/websocket_bridge.py`,
|
|
which subscribes to the `StreamEventBus` and forwards each event to the matching
|
|
connections. To add a new live event: define an `EventType` (dotted value),
|
|
publish it to the bus, add a `_handle_*` forwarder in `websocket_bridge`, and
|
|
consume it on the panel via the `useWebSocket("/<endpoint>", …)` hook — do not
|
|
stand up a parallel endpoint or client stack.
|
|
|
|
### Rate limiting & usage
|
|
|
|
- **Provider rate limits** are tracked in Redis (`RateLimitStateTracker`,
|
|
`roboco/services/gateway/`). On a provider 429 an agent calls
|
|
`i_am_blocked(reason="rate_limited")`; the spawn gate then **queues** (never
|
|
drops) further work for that provider, and a background probe-and-resume loop
|
|
in the orchestrator clears the limit and revives parked agents when it lifts.
|
|
- **Token usage** is captured per agent session from the Claude Code transcript
|
|
via the SDK server's `/usage/sync` (hook → orchestrator finalize →
|
|
`agent_spawn_sessions` → `daily_usage_rollups` → dashboard). Cost uses
|
|
provider-aware pricing in `roboco/billing/pricing.py` (Anthropic priced;
|
|
local/Ollama intentionally `$0`). The token sweep also publishes
|
|
`USAGE_SNAPSHOT` to `/ws/system`, so the dashboard's
|
|
"Token Usage & Cost" panel updates live and falls back to HTTP polling when
|
|
the stream is down.
|
|
|
|
### Startup Sequence
|
|
|
|
The startup order is critical due to dependencies:
|
|
|
|
```
|
|
postgres ──┐
|
|
redis ─────┼──> ollama ──> ollama-init ──> orchestrator ──> panel ──> nginx
|
|
│ │ │
|
|
│ │ └── Pulls qwen3-embedding:0.6b, glm-5:cloud
|
|
│ └── Healthcheck: ollama list
|
|
└── Healthcheck: pg_isready, redis-cli ping
|
|
```
|
|
|
|
**Important timing notes:**
|
|
1. `ollama-init` pulls models (~30s for embedding model, ~2min for LLM)
|
|
2. Orchestrator waits for models before starting
|
|
3. FastAPI lifespan indexes documents using Ollama (~30-60s)
|
|
4. Orchestrator polls `/health` until API is ready before starting dispatcher
|
|
5. After orchestrator is up, `panel` (Next.js) builds/starts, then `nginx`
|
|
|
|
### Database migrations
|
|
|
|
Schema changes ship as Alembic migrations under `alembic/versions/`. Run:
|
|
|
|
```bash
|
|
docker compose exec orchestrator alembic upgrade head
|
|
```
|
|
|
|
after pulling any change that adds a new migration.
|
|
|
|
### Ollama Configuration
|
|
|
|
Ollama provides two APIs:
|
|
- `/v1/*` - OpenAI-compatible API (for LLM chat/completion)
|
|
- `/api/*` - Native Ollama API (for embeddings, model management)
|
|
|
|
The embedder uses `/api/embed` endpoint with the `qwen3-embedding:0.6b` model.
|
|
|
|
**Environment variables for Docker:**
|
|
```bash
|
|
ROBOCO_LOCAL_LLM_BASE_URL=http://roboco-ollama:11434/v1 # OpenAI-compat
|
|
ROBOCO_OLLAMA_BASE_URL=http://roboco-ollama:11434 # Native API
|
|
```
|
|
|
|
### Common Issues
|
|
|
|
| Symptom | Cause | Fix |
|
|
|---------|-------|-----|
|
|
| `404 /api/embed` | Model not pulled | Check `docker logs roboco-ollama-init` |
|
|
| `All connection attempts failed` | API not ready | Orchestrator starts before FastAPI lifespan completes |
|
|
| Healthcheck failing | Wrong endpoint | Use `ollama list` not `curl` |
|
|
|
|
## Blueprint Reference
|
|
|
|
The complete system design is documented in `HOMELAB_TEAM_V0.md`, which contains:
|
|
- Organizational structure and role descriptions
|
|
- Communication matrix and notification permissions
|
|
- API endpoint specifications
|
|
- Security and access control model
|
|
- Configuration templates
|