paperclip-ai-orchestration

What this skill does

# Paperclip AI Orchestration

> Skill by [ara.so](https://ara.so) — Daily 2026 Skills collection.

Paperclip is an open-source Node.js + React platform that runs a **company made of AI agents**. It provides org charts, goal alignment, ticket-based task management, budget enforcement, heartbeat scheduling, governance, and a full audit log — so you manage business outcomes instead of individual agent sessions.

---

## Installation

### Quickstart (recommended)

```bash
npx paperclipai onboard --yes
```

This clones the repo, installs dependencies, seeds an embedded PostgreSQL database, and starts the server.

### Manual setup

```bash
git clone https://github.com/paperclipai/paperclip.git
cd paperclip
pnpm install
pnpm dev
```

**Requirements:**
- Node.js 20+
- pnpm 9.15+

The API server starts at `http://localhost:3100`. An embedded PostgreSQL database is created automatically — no manual DB setup needed for local development.

### Production setup

Point Paperclip at an external Postgres instance and object storage via environment variables:

```bash
# .env
DATABASE_URL=postgresql://user:password@host:5432/paperclip
STORAGE_BUCKET=your-s3-bucket
STORAGE_REGION=us-east-1
AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID
AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY
PORT=3100
```

---

## Key CLI Commands

```bash
pnpm dev              # Start API + UI in development mode
pnpm build            # Build for production
pnpm start            # Start production server
pnpm db:migrate       # Run pending database migrations
pnpm db:seed          # Seed demo data
pnpm test             # Run test suite
npx paperclipai onboard --yes   # Full automated onboarding
```

---

## Core Concepts

| Concept | Description |
|---|---|
| **Company** | Top-level namespace. All agents, goals, tasks, and budgets are scoped to a company. |
| **Agent** | An AI worker (OpenClaw, Claude Code, Codex, Cursor, HTTP bot, Bash script). |
| **Goal** | Hierarchical business objective. Tasks inherit goal ancestry so agents know the "why". |
| **Task / Ticket** | A unit of work assigned to an agent. Conversations and tool calls are threaded to it. |
| **Heartbeat** | A cron-style schedule that wakes an agent to check for work or perform recurring tasks. |
| **Org Chart** | Hierarchical reporting structure. Agents have managers, direct reports, roles, and titles. |
| **Budget** | Monthly token/cost cap per agent. Atomic enforcement — agent stops when budget exhausted. |
| **Governance** | Approval gates for hires, strategy changes, and config rollbacks. You are the board. |

---

## REST API

The Paperclip API is served at `http://localhost:3100/api/v1`.

### Authentication

```typescript
// All requests require a bearer token
const headers = {
  'Authorization': `Bearer ${process.env.PAPERCLIP_API_KEY}`,
  'Content-Type': 'application/json',
};
```

### Create a Company

```typescript
const response = await fetch('http://localhost:3100/api/v1/companies', {
  method: 'POST',
  headers,
  body: JSON.stringify({
    name: 'NoteGenius Inc.',
    mission: 'Build the #1 AI note-taking app to $1M MRR.',
    slug: 'notegenius',
  }),
});

const { company } = await response.json();
console.log(company.id); // "cmp_abc123"
```

### Register an Agent

```typescript
const agent = await fetch(`http://localhost:3100/api/v1/companies/${companyId}/agents`, {
  method: 'POST',
  headers,
  body: JSON.stringify({
    name: 'Alice',
    role: 'CTO',
    runtime: 'claude-code',       // 'openclaw' | 'claude-code' | 'codex' | 'cursor' | 'bash' | 'http'
    endpoint: process.env.ALICE_AGENT_ENDPOINT,
    budget: {
      monthly_usd: 200,
    },
    heartbeat: {
      cron: '0 * * * *',          // every hour
      enabled: true,
    },
    reports_to: ceoAgentId,       // parent in org chart
  }),
}).then(r => r.json());
```

### Create a Goal

```typescript
const goal = await fetch(`http://localhost:3100/api/v1/companies/${companyId}/goals`, {
  method: 'POST',
  headers,
  body: JSON.stringify({
    title: 'Launch v1 to Product Hunt',
    description: 'Ship the MVP and generate 500 upvotes on launch day.',
    parent_goal_id: null,         // null = top-level goal
    owner_agent_id: ctoAgentId,
    due_date: '2026-06-01',
  }),
}).then(r => r.json());
```

### Create a Task

```typescript
const task = await fetch(`http://localhost:3100/api/v1/companies/${companyId}/tasks`, {
  method: 'POST',
  headers,
  body: JSON.stringify({
    title: 'Implement offline sync for notes',
    description: 'Use CRDTs to merge note edits made offline. See ADR-004.',
    assigned_to: engineerAgentId,
    goal_id: goal.id,              // links task to goal ancestry
    priority: 'high',
  }),
}).then(r => r.json());

console.log(task.id); // "tsk_xyz789"
```

### List Tasks for an Agent

```typescript
const { tasks } = await fetch(
  `http://localhost:3100/api/v1/agents/${agentId}/tasks?status=open`,
  { headers }
).then(r => r.json());
```

### Post a Message to a Task Thread

```typescript
await fetch(`http://localhost:3100/api/v1/tasks/${taskId}/messages`, {
  method: 'POST',
  headers,
  body: JSON.stringify({
    role: 'agent',
    content: 'Implemented CRDT merge logic. Tests passing. Ready for review.',
    tool_calls: [
      {
        tool: 'bash',
        input: 'pnpm test --filter=sync',
        output: '42 tests passed in 3.1s',
      },
    ],
  }),
});
```

### Report Agent Cost

Agents self-report token usage; Paperclip enforces budget atomically:

```typescript
await fetch(`http://localhost:3100/api/v1/agents/${agentId}/cost`, {
  method: 'POST',
  headers,
  body: JSON.stringify({
    tokens_in: 12400,
    tokens_out: 3800,
    model: 'claude-opus-4-5',
    task_id: taskId,
  }),
});
```

### Heartbeat Ping

Agents call this endpoint on each scheduled wake-up:

```typescript
const { instructions, tasks } = await fetch(
  `http://localhost:3100/api/v1/agents/${agentId}/heartbeat`,
  { method: 'POST', headers }
).then(r => r.json());

// instructions — what the org says to focus on now
// tasks        — open tasks assigned to this agent
```

---

## TypeScript SDK Pattern

Wrap the REST API for cleaner agent integration:

```typescript
// lib/paperclip-client.ts
export class PaperclipClient {
  private base: string;
  private headers: Record<string, string>;

  constructor(
    base = process.env.PAPERCLIP_BASE_URL ?? 'http://localhost:3100',
    apiKey = process.env.PAPERCLIP_API_KEY ?? '',
  ) {
    this.base = `${base}/api/v1`;
    this.headers = {
      Authorization: `Bearer ${apiKey}`,
      'Content-Type': 'application/json',
    };
  }

  private async req<T>(path: string, init?: RequestInit): Promise<T> {
    const res = await fetch(`${this.base}${path}`, {
      ...init,
      headers: { ...this.headers, ...init?.headers },
    });
    if (!res.ok) {
      const body = await res.text();
      throw new Error(`Paperclip API ${res.status}: ${body}`);
    }
    return res.json() as Promise<T>;
  }

  heartbeat(agentId: string) {
    return this.req<{ instructions: string; tasks: Task[] }>(
      `/agents/${agentId}/heartbeat`,
      { method: 'POST' },
    );
  }

  completeTask(taskId: string, summary: string) {
    return this.req(`/tasks/${taskId}`, {
      method: 'PATCH',
      body: JSON.stringify({ status: 'done', completion_summary: summary }),
    });
  }

  reportCost(agentId: string, payload: CostPayload) {
    return this.req(`/agents/${agentId}/cost`, {
      method: 'POST',
      body: JSON.stringify(payload),
    });
  }
}
```

---

## Building an Agent That Works With Paperclip

A minimal agent loop that integrates with Paperclip:

```typescript
// agent.ts
import { PaperclipClient } from './lib/paperclip-client';

const client = new PaperclipClient();
const AGENT_ID = process.env.PAPERCLIP_AGENT_ID!;

async function runHeartbeat() {
  console.log('[agent] heartbeat ping');

  const { instructions, tasks } = await client.heartbeat(AGENT_ID);

  for (const task of tasks) {
    console.log(`[agent]