paperclip-ai-orchestration▌
aradotso/trending-skills · updated Jun 2, 2026
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Skill by ara.so — Daily 2026 Skills collection.
Paperclip AI Orchestration
Skill by 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)
npx paperclipai onboard --yes
This clones the repo, installs dependencies, seeds an embedded PostgreSQL database, and starts the server.
Manual setup
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:
# .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
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
// All requests require a bearer token
const headers = {
'Authorization': `Bearer ${process.env.PAPERCLIP_API_KEY}`,
'Content-Type': 'application/json',
};
Create a Company
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 $1M MRR.',
slug: 'notegenius',
}),
});
const { company } = await response.json();
console.log(company.id); // "cmp_abc123"
Register an Agent
const agent = await fetch(`http://localhost:3100/api/v1/companies/${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
const goal = await fetch(`http://localhost:3100/api/v1/companies/${companyId}/goals`, {
method: 'POST',
headers,
body: JSON.stringify({
title: 'Launch v1 to Product Hunt',
description: 'Ship the MVP and generate 500 upvotes on launch day.',
parent_goal_id: null, // null = top-level goal
owner_agent_id: ctoAgentId,
due_date: '2026-06-01',
}),
}).then(r => r.json());
Create a Task
const task = await fetch(`http://localhost:3100/api/v1/companies/${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
const { tasks } = await fetch(
`http://localhost:3100/api/v1/agents/${agentId}/tasks?status=open`,
{ headers }
).then(r => r.json());
Post a Message to a Task Thread
await fetch(`http://localhost:3100/api/v1/tasks/${taskId}/messages`, {
method: 'POST',
headers,
body: JSON.stringify({
role: 'agent',
content: 'Implemented CRDT merge logic. Tests passing. Ready for review.',
tool_calls: [
{
tool: 'bash',
inputhow to use paperclip-ai-orchestrationHow to use paperclip-ai-orchestration on Cursor
AI-first code editor with Composer
1Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add paperclip-ai-orchestration
2Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
$npx skills add https://github.com/aradotso/trending-skills --skill paperclip-ai-orchestrationThe skills CLI fetches paperclip-ai-orchestration from GitHub repository aradotso/trending-skills and configures it for Cursor.
3Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
◆ Which agents do you want to install to?││ ── Universal (.agents/skills) ── always included ────│ • Amp│ • Antigravity│ • Cline│ • Codex│ ●Cursor(selected)│ • Cursor│ • Windsurf4Verify installation
Confirm successful installation by checking the skill directory location:
.cursor/skills/paperclip-ai-orchestrationReload or restart Cursor to activate paperclip-ai-orchestration. Access the skill through slash commands (e.g., /paperclip-ai-orchestration) or your agent's skill management interface.
⚠Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
Additional Resources
List & Monetize Your Skill
Submit your Claude Code skill and start earning
GET_STARTED →Use Cases▌
Task Automation & Efficiency
Automate repetitive workflows and reduce manual effort
Example
Generate reports, summarize documents, draft communications
✓Save 3-5 hours per week on routine tasks
Knowledge Enhancement
Learn new skills, understand complex topics, get expert guidance
Example
Explain concepts, provide examples, suggest learning resources
✓Accelerate learning and skill development by 2x
Quality Improvement
Enhance output quality through reviews, suggestions, and refinements
Example
Review drafts, suggest improvements, catch errors
✓Improve work quality by 30-40% with less effort
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client with skill support
- ›Clear understanding of task or problem to solve
- ›Willingness to iterate and refine outputs
Time Estimate
15-45 minutes depending on use case complexity
Installation Steps
- 1.Install skill using provided installation command
- 2.Test with simple use case relevant to your work
- 3.Evaluate output quality and relevance
- 4.Iterate on prompts to improve results
- 5.Integrate into regular workflow if valuable
Common Pitfalls
- ⚠Expecting perfect results without iteration
- ⚠Not providing enough context in prompts
- ⚠Using skill for tasks outside its intended scope
- ⚠Accepting outputs without review and validation
Best Practices▌
✓ Do
- +Start with clear, specific prompts
- +Provide relevant context and constraints
- +Review and refine all outputs before using
- +Iterate to improve output quality
- +Document successful prompt patterns
✗ Don't
- −Don't use without understanding skill limitations
- −Don't skip validation of outputs
- −Don't share sensitive information in prompts
- −Don't expect skill to replace human judgment
💡 Pro Tips
- ★Be specific about desired format and style
- ★Ask for multiple options to choose from
- ★Request explanations to understand reasoning
- ★Combine AI efficiency with human expertise
When to Use This▌
✓ Use When
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid When
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
Learning Path▌
- 1Familiarize yourself with skill capabilities and limitations
- 2Start with low-risk, non-critical tasks
- 3Progress to more complex and valuable use cases
- 4Build expertise through regular use and experimentation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
general reviewsRatings
4.5★★★★★48 reviews- ★★★★★Ganesh Mohane· Dec 24, 2024
I recommend paperclip-ai-orchestration for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Lucas Sanchez· Dec 24, 2024
paperclip-ai-orchestration reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Aarav Garcia· Dec 20, 2024
Keeps context tight: paperclip-ai-orchestration is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Tariq Smith· Dec 16, 2024
Registry listing for paperclip-ai-orchestration matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Tariq Chawla· Dec 8, 2024
I recommend paperclip-ai-orchestration for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Evelyn Ghosh· Nov 27, 2024
Solid pick for teams standardizing on skills: paperclip-ai-orchestration is focused, and the summary matches what you get after install.
- ★★★★★Sakshi Patil· Nov 15, 2024
Solid pick for teams standardizing on skills: paperclip-ai-orchestration is focused, and the summary matches what you get after install.
- ★★★★★Aarav Harris· Nov 15, 2024
paperclip-ai-orchestration has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Lucas Abebe· Nov 11, 2024
paperclip-ai-orchestration is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Diya Desai· Oct 18, 2024
paperclip-ai-orchestration is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
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