Content
> **⚠️ Archived:** This project is no longer actively maintained. I've moved on to other tools and workflows. Feel free to fork and use this project as you see fit!
# Overseer
Task orchestration for AI agents via MCP. SQLite-backed, native VCS (jj-lib + gix).
## Install
### Via npm
```bash
npm install -g @dmmulroy/overseer
```
### Via skills.sh (for agents)
```bash
npx skills add dmmulroy/overseer
```
## Usage
### MCP Server
Add to your MCP client config:
```json
{
"mcpServers": {
"overseer": {
"command": "npx",
"args": ["@dmmulroy/overseer", "mcp"]
}
}
}
```
### CLI
```bash
os task create -d "Implement auth"
os task list --ready
os task start <task-id>
os task complete <task-id>
```
## Architecture
```
┌─────────────────────────────────────┐
│ Overseer MCP (Node.js) │
│ - Single "execute" tool (codemode) │
│ - VM sandbox with tasks/learnings │
└─────────────────────────────────────┘
│
▼
┌─────────────────────────────────────┐
│ os CLI (Rust) │
│ - SQLite storage │
│ - jj-lib (primary VCS) │
│ - gix (git fallback) │
└─────────────────────────────────────┘
```
## Codemode Pattern
Single `execute` tool - agents write JS, server runs it:
```javascript
const milestone = await tasks.create({
description: "User auth system",
context: "JWT + refresh tokens"
});
const login = await tasks.create({
description: "Login endpoint",
parentId: milestone.id
});
await tasks.start(login.id); // VCS required: creates bookmark, records start commit
// ... do work ...
await tasks.complete(login.id, { // VCS required: commits changes, bubbles learnings to parent
result: "Implemented with bcrypt",
learnings: ["bcrypt rounds should be 12+ for production"]
});
return { milestone, login };
```
## Task Hierarchy
- **Milestone** (depth 0) - Root, no parent
- **Task** (depth 1) - Parent is milestone
- **Subtask** (depth 2) - Max depth, parent is task
## APIs
### tasks
```javascript
tasks.create({ description, context?, parentId?, priority?, blockedBy? })
tasks.get(id) // Returns TaskWithContext
tasks.list({ parentId?, ready?, completed?, depth?, type? }) // type: "milestone"|"task"|"subtask"
tasks.update(id, { description?, context?, priority?, parentId? })
tasks.start(id)
tasks.complete(id, { result?, learnings? }) // Learnings bubble to immediate parent
tasks.reopen(id)
tasks.delete(id)
tasks.block(taskId, blockerId)
tasks.unblock(taskId, blockerId)
tasks.nextReady(milestoneId?)
tasks.tree(rootId?) // Returns TaskTree or TaskTree[] (all milestones if no ID)
tasks.search(query) // Search by description/context/result
tasks.progress(rootId?) // Returns { total, completed, ready, blocked }
```
### learnings
```javascript
learnings.list(taskId) // Learnings are added via tasks.complete()
```
### VCS (Required for Workflow)
VCS operations are integrated into task workflow - no direct API:
| Operation | VCS Effect |
|-----------|-----------|
| `tasks.start(id)` | **VCS required** - creates bookmark `task/<id>`, records start commit |
| `tasks.complete(id)` | **VCS required** - commits changes, deletes bookmark (best-effort) |
| `tasks.complete(milestone)` | Also cleans ALL descendant bookmarks (depth-1 and depth-2) |
| `tasks.delete(id)` | Best-effort bookmark cleanup (works without VCS) |
VCS (jj or git) is **required** for start/complete. CRUD operations work without VCS.
## Progressive Context
Tasks inherit context from ancestors. Learnings bubble to immediate parent on completion (preserving original `sourceTaskId`):
```javascript
const subtask = await tasks.get(subtaskId);
// subtask.context.own - This task's context
// subtask.context.parent - Parent task context (depth > 0)
// subtask.context.milestone - Root milestone context (depth > 1)
// subtask.learnings.own - This task's learnings (added when completing children)
```
## CLI Reference
```bash
# Tasks
os task create -d "description" [--context "..."] [--parent ID] [--priority 1-5]
os task get <id>
os task list [--parent ID] [--ready] [--completed]
os task update <id> [-d "..."] [--context "..."] [--priority N] [--parent ID]
os task start <id>
os task complete <id> [--result "..."] [--learning "..."]...
os task reopen <id>
os task delete <id>
os task block <id> --by <blocker-id>
os task unblock <id> --by <blocker-id>
os task next-ready [--milestone ID]
os task tree [ID] # No ID = all milestone trees
os task search "query"
os task progress [ID] # Aggregate counts: total, completed, ready, blocked
# Learnings (added via task complete --learning)
os learning list <task-id>
# VCS (CLI only - automatic in MCP)
os vcs detect
os vcs status
os vcs log [--limit N]
os vcs diff [BASE_REV]
os vcs commit -m "message"
os vcs cleanup [--delete] # List/delete orphaned task branches
# Data
os data export [-o file.json]
```
## Task Viewer
Web UI for viewing tasks:
```bash
# Via CLI (after installing)
os ui
# Or from repo (development)
cd ui && npm install && npm run dev
# Opens http://localhost:5173
```
Three views:
- **Graph** - DAG visualization with blocking relationships
- **List** - Filterable task list
- **Kanban** - Board by completion status
Keyboard: `g`=graph, `l`=list, `k`=kanban, `?`=help
## Development
```bash
# Rust CLI
cd overseer && cargo build --release
cd overseer && cargo test
# Node MCP
cd mcp && npm install
cd mcp && npm run build
cd mcp && npm test
# UI (dev server)
cd ui && npm install && npm run dev
```
## Storage
SQLite database location (in priority order):
1. `OVERSEER_DB_PATH` env var (if set)
2. `VCS_ROOT/.overseer/tasks.db` (if in jj/git repo)
3. `$CWD/.overseer/tasks.db` (fallback)
Auto-created on first command.
## VCS Detection
1. Walk up from cwd looking for `.jj/` → use jj-lib
2. If not found, look for `.git/` → use gix
3. Neither → VcsType::None
jj-first: always prefer jj when available.
## Docs
- [Architecture](docs/ARCHITECTURE.md) - System design, invariants
- [CLI Reference](docs/CLI.md) - Full command documentation
- [MCP Guide](docs/MCP.md) - Agent usage patterns
## License
MIT
