Bumps [zod](https://github.com/colinhacks/zod) from 3.25.76 to 4.4.3. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/colinhacks/zod/releases">zod's releases</a>.</em></p> <blockquote> <h2>v4.4.3</h2> <h2>Commits:</h2> <ul> <li>4c2fa95ce3f3390fbc522324e406b4e9e89b88f9 docs: use Zernio primary wordmark for gold sponsor logo</li> <li>2aeec83eb135e3a83756e973ef44845fc5a455d2 docs: prune lapsed gold sponsors and rebalance logo sizing</li> <li>7391be88ac1ee5cd02057f5ccc012a1f5df4efd0 docs: prune lapsed silver/bronze sponsors and add active ones</li> <li>2c703322a21b4e2b12f33f49ea8430c451a68b4f docs: normalize bronze sponsor logos to github avatar pattern</li> <li>9195250cab0e7950efe39c3926d6c203b4b0a170 docs: remove Mintlify from bronze sponsors (churned)</li> <li>b8dffe9e62f17e6571e6249d05cc5102b54d94e4 docs: remove Numeric and Speakeasy (2+ missed monthly cycles)</li> <li>1cab69383fcdeae2a366d5e2a2fc4d8fc765d168 fix(v4): restore catch handling for absent object keys (<a href="https://redirect.github.com/colinhacks/zod/issues/5937">#5937</a>) (<a href="https://redirect.github.com/colinhacks/zod/issues/5939">#5939</a>)</li> <li>c2be4f819064eed62c7c350a2d399b5faecd15f8 fix(v4): generalize optin/fallback to transform; restore preprocess on absent keys (<a href="https://redirect.github.com/colinhacks/zod/issues/5941">#5941</a>)</li> <li>f3c9ec03ba7a28ae72d25cc295f38674bee0f559 4.4.3</li> <li>1fb56a5c18c27102dbc92260a4007c7732a0ccca docs: document release procedure in AGENTS.md</li> </ul> <h2>v4.4.2</h2> <h2>Commits:</h2> <ul> <li>0c62df0ea19fd05abdf90473e9eef7eea530fab2 Clean up docs navigation and stale labels (<a href="https://redirect.github.com/colinhacks/zod/issues/5901">#5901</a>)</li> <li>20cc794895cc8604fe0c87d83a5d1c3f89fad0ac chore: add security policy and refresh tooling deps</li> <li>6fbe07b0177efdd1bf1c0b05160e70d7a0702337 fix(docs): heading anchor links now include the hash so it doesnt scoll all the way up, follows navbar logic (<a href="https://redirect.github.com/colinhacks/zod/issues/5791">#5791</a>)</li> <li>4bbed1b1c73eca4ce9e59b1189ed236aa6c8b5bd Tighten discriminated union option typing</li> <li>bbac3e567e7fccfaaf7cdc97f1ce30c295e2c908 Update PR guidance for agents</li> <li>cf0dc942a32805c292fff59ade20a7ace980735a Merge remote-tracking branch 'origin/main' into fix-discriminated-union-key-constraint</li> <li>292c894a5fd2aa42e527900b83d8d7a3009a709c docs: add Zernio gold sponsor</li> <li>1fc9f311c28dcf80d0bb5a36b177086cbc3d8eca docs: document codec inversion</li> <li>1373c85da9aeff704a9762d27bc58699618aefb7 docs: remove AI disclosure guidance</li> <li>e20d02b473c08e3a4e557bc610b1b5fac079b649 chore: ignore triage notes</li> <li>e58ea4d91b1dfe8194b73508203213cbc7e9c936 docs: test Zod Mini tab code heights</li> <li>905761a5d127e8d5dd2ebb3bc88c75cb0b8149ff docs: document preprocess input type narrowing</li> <li>bf64bac850d4dee2b7dde7e64909d5d796d32043 chore: tighten test guidance in AGENTS.md</li> <li>8ec4e73f4c4693b6361ad591be40fb41eb8a9f95 chore: update play.ts scratch</li> <li>02c2baf7d0d615872fa4528a8020603b71211702 Make z.preprocess defer optionality to inner schema (<a href="https://redirect.github.com/colinhacks/zod/issues/5929">#5929</a>)</li> <li>88015df8e25c44fb5385eb3ef28935119cd5edea fix(docs): drop deprecated <code>baseUrl</code> from tsconfig</li> <li>c59d4474e3b4cad1b323462186cf607178ce8267 4.4.2</li> </ul> <h2>v4.4.1</h2> <h2>Commits:</h2> <ul> <li>481f7be4238c83ed58183f921b2646f340a91c6a ci: gate release publishing on full test workflow</li> <li>95ccab423aec720b2523c3a64cdc7e3204537cc7 test(v3): restore optional undefined expectations</li> <li>cede2c63739a5823d6aa5093d291e9a111da943d fix(v4): reject tuple holes before required defaults (<a href="https://redirect.github.com/colinhacks/zod/issues/5900">#5900</a>)</li> <li>edd0bf0f5ada4a8dc581c259407d7bbad0a71ea7 release: 4.4.1</li> <li>180d83d1dbe6a59260710cc8637a3dea2281ee56 docs: remove Jazz featured sponsor</li> </ul> <h2>v4.4.0</h2> <h2>4.4.0</h2> <p>This is a minor release with a wide set of correctness and soundness fixes. Some fixes intentionally make Zod stricter, so code that depended on previously accepted invalid or ambiguous inputs may need small updates.</p> <h2>Potentially breaking bug fixes</h2> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/colinhacks/zod/commit/1fb56a5c18c27102dbc92260a4007c7732a0ccca"><code>1fb56a5</code></a> docs: document release procedure in AGENTS.md</li> <li><a href="https://github.com/colinhacks/zod/commit/f3c9ec03ba7a28ae72d25cc295f38674bee0f559"><code>f3c9ec0</code></a> 4.4.3</li> <li><a href="https://github.com/colinhacks/zod/commit/c2be4f819064eed62c7c350a2d399b5faecd15f8"><code>c2be4f8</code></a> fix(v4): generalize optin/fallback to transform; restore preprocess on absent...</li> <li><a href="https://github.com/colinhacks/zod/commit/1cab69383fcdeae2a366d5e2a2fc4d8fc765d168"><code>1cab693</code></a> fix(v4): restore catch handling for absent object keys (<a href="https://redirect.github.com/colinhacks/zod/issues/5937">#5937</a>) (<a href="https://redirect.github.com/colinhacks/zod/issues/5939">#5939</a>)</li> <li><a href="https://github.com/colinhacks/zod/commit/b8dffe9e62f17e6571e6249d05cc5102b54d94e4"><code>b8dffe9</code></a> docs: remove Numeric and Speakeasy (2+ missed monthly cycles)</li> <li><a href="https://github.com/colinhacks/zod/commit/9195250cab0e7950efe39c3926d6c203b4b0a170"><code>9195250</code></a> docs: remove Mintlify from bronze sponsors (churned)</li> <li><a href="https://github.com/colinhacks/zod/commit/2c703322a21b4e2b12f33f49ea8430c451a68b4f"><code>2c70332</code></a> docs: normalize bronze sponsor logos to github avatar pattern</li> <li><a href="https://github.com/colinhacks/zod/commit/7391be88ac1ee5cd02057f5ccc012a1f5df4efd0"><code>7391be8</code></a> docs: prune lapsed silver/bronze sponsors and add active ones</li> <li><a href="https://github.com/colinhacks/zod/commit/2aeec83eb135e3a83756e973ef44845fc5a455d2"><code>2aeec83</code></a> docs: prune lapsed gold sponsors and rebalance logo sizing</li> <li><a href="https://github.com/colinhacks/zod/commit/4c2fa95ce3f3390fbc522324e406b4e9e89b88f9"><code>4c2fa95</code></a> docs: use Zernio primary wordmark for gold sponsor logo</li> <li>Additional commits viewable in <a href="https://github.com/colinhacks/zod/compare/v3.25.76...v4.4.3">compare view</a></li> </ul> </details> <details> <summary>Maintainer changes</summary> <p>This version was pushed to npm by <a href="https://www.npmjs.com/~GitHub%20Actions">GitHub Actions</a>, a new releaser for zod since your current version.</p> </details> <br /> --------- Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Priya Raman <priya@paperclip.ing> Co-authored-by: Paperclip <noreply@paperclip.ing>
Quickstart · Docs · GitHub · Discord · Twitter · Website
Paperclip is the app people use to manage AI agents for work.
Open-source orchestration for teams of AI agents.
If OpenClaw is an employee, Paperclip is the company.
Paperclip is a Node.js server and React UI that orchestrates a team of AI agents to run a business. Bring your own agents, assign goals, and track work and costs from one dashboard.
It looks like a task manager. Under the hood: org charts, budgets, governance, goal alignment, and agent coordination.
Manage business goals, not pull requests.
| Step | Example | |
|---|---|---|
| 01 | Define the goal | "Build the #1 AI note-taking app to $1M MRR." |
| 02 | Hire the team | CEO, CTO, engineers, designers, marketers — any bot, any provider. |
| 03 | Approve and run | Review strategy. Set budgets. Hit go. Monitor from the dashboard. |
Paperclip is right for you if
- ✅ You want to build autonomous AI companies
- ✅ You coordinate many different agents (OpenClaw, Codex, Claude, Cursor) toward a common goal
- ✅ You have 20 simultaneous Claude Code terminals open and lose track of what everyone is doing
- ✅ You want agents running autonomously 24/7, but still want to audit work and chime in when needed
- ✅ You want to monitor costs and enforce budgets
- ✅ You want a process for managing agents that feels like using a task manager
- ✅ You want to manage your autonomous businesses from your phone
The four pillars
Four things have to work for an organization of AI agents to actually produce: the tasks, the org, the training, and the infrastructure. Paperclip is built around exactly those four pillars.
| Pillar | Built for | What it covers |
|---|---|---|
| Agentic Task Manager — Declare intent. Agents work. You verify the output. | Everyone, daily | Tasks, approvals & review gates · proactive agent coworkers · auditable routines & workflows · verify from diffs, screenshots & tests |
| Org Chart for Agents — Roles, permissions & boundaries for humans and agents. | Managers | Mixed human + agent org chart · responsibilities, delegation, specialization · governance: who can do what · scoped secrets & company boundaries |
| Agent Employee Training — Design, train & evaluate your AI employees. | Enablers | Skill Studio & shared org-wide skills · evals & saved test runs · active learning loops & quality metrics · performance reviews for agents |
| Agentic OS — The infrastructure that makes the work run. | IT & platform | Cross-provider runtime: any model, any agent · sandboxing, integrations & MCP servers · SSO, GRC, RBAC & cost controls · data privacy, internal trace collection, compounding data value |
Features
🔌 Bring Your Own AgentAny agent, any runtime, one org chart. If it can receive a heartbeat, it's hired. |
🎯 Goal AlignmentEvery task traces back to the company mission. Agents know what to do and why. |
💓 HeartbeatsAgents wake on a schedule, check work, and act. Delegation flows up and down the org chart. |
💰 Cost ControlMonthly budgets per agent. When they hit the limit, they stop. No runaway costs. |
🏢 Multi-CompanyOne deployment, many companies. Complete data isolation. One control plane for your portfolio. |
🎫 Ticket SystemEvery conversation traced. Every decision explained. Full tool-call tracing and immutable audit log. |
🛡️ GovernanceApprove hires, override strategy, pause or terminate any agent — at any time. |
📊 Org ChartHierarchies, roles, reporting lines. Your agents have a boss, a title, and a job description. |
📱 Mobile ReadyMonitor and manage your autonomous businesses from anywhere. |
Problems Paperclip solves
| Without Paperclip | With Paperclip |
|---|---|
| ❌ You have 20 Claude Code tabs open and can't track which one does what. On reboot you lose everything. | ✅ Tasks are ticket-based, conversations are threaded, sessions persist across reboots. |
| ❌ You manually gather context from several places to remind your bot what you're actually doing. | ✅ Context flows from the task up through the project and company goals — your agent always knows what to do and why. |
| ❌ Folders of agent configs are disorganized and you're re-inventing task management, communication, and coordination between agents. | ✅ Paperclip gives you org charts, ticketing, delegation, and governance out of the box — so you run a company, not a pile of scripts. |
| ❌ Runaway loops waste hundreds of dollars of tokens and max your quota before you even know what happened. | ✅ Cost tracking surfaces token budgets and throttles agents when they're out. Management prioritizes with budgets. |
| ❌ You have recurring jobs (customer support, social, reports) and have to remember to manually kick them off. | ✅ Heartbeats handle regular work on a schedule. Management supervises. |
| ❌ You have an idea, you have to find your repo, fire up Claude Code, keep a tab open, and babysit it. | ✅ Add a task in Paperclip. Your coding agent works on it until it's done. Management reviews their work. |
Why Paperclip is special
Paperclip handles the hard orchestration details correctly.
| Atomic execution. | Task checkout and budget enforcement are atomic, so no double-work and no runaway spend. |
| Persistent agent state. | Agents resume the same task context across heartbeats instead of restarting from scratch. |
| Runtime skill injection. | Agents can learn Paperclip workflows and project context at runtime, without retraining. |
| Governance with rollback. | Approval gates are enforced, config changes are revisioned, and bad changes can be rolled back safely. |
| Goal-aware execution. | Tasks carry full goal ancestry so agents consistently see the "why," not just a title. |
| Portable company templates. | Export/import orgs, agents, and skills with secret scrubbing and collision handling. |
| True multi-company isolation. | Every entity is company-scoped, so one deployment can run many companies with separate data and audit trails. |
What's Under the Hood
Paperclip is a full control plane, not a wrapper. Before you build any of this yourself, know that it already exists:
┌──────────────────────────────────────────────────────────────┐
│ PAPERCLIP SERVER │
│ │
│ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │
│ │Identity & │ │ Work & │ │ Heartbeat │ │Governance │ │
│ │ Access │ │ Tasks │ │ Execution │ │& Approvals│ │
│ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │
│ │
│ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │
│ │ Org Chart │ │Workspaces │ │ Plugins │ │ Budget │ │
│ │ & Agents │ │ & Runtime │ │ │ │ & Costs │ │
│ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │
│ │
│ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ │
│ │ Routines │ │ Secrets & │ │ Activity │ │ Company │ │
│ │& Schedules│ │ Storage │ │ & Events │ │Portability│ │
│ └───────────┘ └───────────┘ └───────────┘ └───────────┘ │
└──────────────────────────────────────────────────────────────┘
▲ ▲ ▲ ▲
┌─────┴─────┐ ┌─────┴─────┐ ┌─────┴─────┐ ┌─────┴─────┐
│ Claude │ │ Codex │ │ CLI │ │ HTTP/web │
│ Code │ │ │ │ agents │ │ bots │
└───────────┘ └───────────┘ └───────────┘ └───────────┘
The Systems
|
Identity & Access — Two deployment modes (trusted local or authenticated), board users, agent API keys, short-lived run JWTs, company memberships, invite flows, and OpenClaw onboarding. Every mutating request is traced to an actor. |
Org Chart & Agents — Agents have roles, titles, reporting lines, permissions, and budgets. Adapter examples match the diagram: Claude Code, Codex, CLI agents such as Cursor/Gemini/bash, HTTP/webhook bots such as OpenClaw, and external adapter plugins. If it can receive a heartbeat, it's hired. |
|
Work & Task System — Issues carry company/project/goal/parent links, atomic checkout with execution locks, first-class blocker dependencies, comments, documents, attachments, work products, labels, and inbox state. No double-work, no lost context. |
Heartbeat Execution — DB-backed wakeup queue with coalescing, budget checks, workspace resolution, secret injection, skill loading, and adapter invocation. Runs produce structured logs, cost events, session state, and audit trails. Recovery handles orphaned runs automatically. |
|
Workspaces & Runtime — Project workspaces, isolated execution workspaces (git worktrees, operator branches), and runtime services (dev servers, preview URLs). Agents work in the right directory with the right context every time. |
Governance & Approvals — Board approval workflows, execution policies with review/approval stages, decision tracking, budget hard-stops, agent pause/resume/terminate, and full audit logging. Nothing ships without your sign-off. |
|
Budget & Cost Control — Token and cost tracking by company, agent, project, goal, issue, provider, and model. Scoped budget policies with warning thresholds and hard stops. Overspend pauses agents and cancels queued work automatically. |
Routines & Schedules — Recurring tasks with cron, webhook, and API triggers. Concurrency and catch-up policies. Each routine execution creates a tracked issue and wakes the assigned agent — no manual kick-offs needed. |
|
Plugins — Instance-wide plugin system with out-of-process workers, capability-gated host services, job scheduling, tool exposure, and UI contributions. Extend Paperclip without forking it. |
Secrets & Storage — Instance and company secrets, encrypted local storage, provider-backed object storage, attachments, and work products. Sensitive values stay out of prompts unless a scoped run explicitly needs them. |
|
Activity & Events — Mutating actions, heartbeat state changes, cost events, approvals, comments, and work products are recorded as durable activity so operators can audit what happened and why. |
Company Portability — Export and import entire organizations — agents, skills, projects, routines, and issues — with secret scrubbing and collision handling. One deployment, many companies, complete data isolation. |
What Paperclip is not
| Not a chatbot. | Agents have jobs, not chat windows. |
| Not an agent framework. | We don't tell you how to build agents. We tell you how to run a company made of them. |
| Not a workflow builder. | No drag-and-drop pipelines. Paperclip models companies — with org charts, goals, budgets, and governance. |
| Not a prompt manager. | Agents bring their own prompts, models, and runtimes. Paperclip manages the organization they work in. |
| Not a single-agent tool. | This is for teams. If you have one agent, you probably don't need Paperclip. If you have twenty — you definitely do. |
| Not a code review tool. | Paperclip orchestrates work, not pull requests. Bring your own review process. |
Quickstart
Open source. Self-hosted. No Paperclip account required.
curl -fsSLO https://paperclip.ing/install.sh
curl -fsSLO https://paperclip.ing/install.sh.sha256
if command -v sha256sum >/dev/null 2>&1; then
sha256sum -c install.sh.sha256
else
shasum -a 256 -c install.sh.sha256
fi
bash install.sh
The installer ensures Node.js 20 or newer is available, installs a managed
Paperclip CLI under ~/.paperclip/cli, and starts interactive onboarding. It
can also install Paperclip as a background service on supported Linux and
macOS systems. The checksum detects transfer or publishing mistakes, but it is
served from the same origin as the script; use a release-tag or commit-pinned
GitHub copy when you need an independently hosted source.
For a non-interactive managed install:
curl -fsSL https://paperclip.ing/install.sh | bash -s -- --no-prompt --no-onboard
paperclipai onboard --yes
The piped form requires supported Node.js, npm, and npx to already be present.
If Node.js bootstrap is required, download and review install.sh before
running it so no privileged dependency-install command is accepted through a
pipe.
To try Paperclip without installing anything permanently:
npx --registry https://registry.npmjs.org paperclipai onboard --yes
Troubleshooting: private npm registry
.npmrcIf this fails with an
E404forpaperclipai(or similar) and you use a private npm registry (for example GitHub Packages) via a global~/.npmrc,npxmay be resolvingpaperclipaiagainst that private registry instead of the public npm registry.Diagnostic:
npm config get registryWorkaround (cross-platform; force the public npm registry for this command):
npx --registry https://registry.npmjs.org paperclipai onboard --yes
That quickstart path now defaults to trusted local loopback mode for the fastest first run. To start in authenticated/private mode instead, choose a bind preset explicitly:
paperclipai onboard --yes --bind lan
# or:
paperclipai onboard --yes --bind tailnet
If you already have Paperclip configured, rerunning onboard keeps the existing config in place. Use paperclipai configure to edit settings.
See doc/INSTALLING.md for pinned versions, canary and
git-ref installs, updates, rollback, service management, and uninstalling.
Or manually:
git clone https://github.com/paperclipai/paperclip.git
cd paperclip
pnpm install
pnpm dev
This starts the API server at http://localhost:3100. An embedded PostgreSQL database is created automatically — no setup required.
Requirements: Node.js 20+, pnpm 9.15+
FAQ
What does a typical setup look like? Locally, a single Node.js process manages an embedded Postgres and local file storage. For production, point it at your own Postgres and deploy however you like. Configure projects, agents, and goals — the agents take care of the rest.
If you're a solo entrepreneur you can use Tailscale to access Paperclip on the go. Then later you can deploy to e.g. Vercel when you need it.
Can I run multiple companies? Yes. A single deployment can run an unlimited number of companies with complete data isolation.
How is Paperclip different from agents like OpenClaw or Claude Code? Paperclip uses those agents. It orchestrates them into a company — with org charts, budgets, goals, governance, and accountability.
Why should I use Paperclip instead of just pointing my OpenClaw to Asana or Trello? Agent orchestration has subtleties in how you coordinate who has work checked out, how to maintain sessions, monitoring costs, establishing governance - Paperclip does this for you.
(Bring-your-own-ticket-system is on the Roadmap)
Do agents run continuously? By default, agents run on scheduled heartbeats and event-based triggers (task assignment, @-mentions). You can also hook in continuous agents like OpenClaw. You bring your agent and Paperclip coordinates.
Development
pnpm dev # Full dev (API + UI, watch mode)
pnpm dev:once # Full dev without file watching
pnpm dev:server # Server only
pnpm dev:mobile # Serve prebuilt UI on :3101 for phones/tablets (proxies /api → :3100)
pnpm dev:both # Run `pnpm dev` and `pnpm dev:mobile` together
pnpm build # Build all
pnpm typecheck # Type checking
pnpm test # Cheap default test run (Vitest only)
pnpm test:watch # Vitest watch mode
pnpm test:e2e # Playwright browser suite
pnpm db:generate # Generate DB migration
pnpm db:migrate # Apply migrations
pnpm test does not run Playwright. Browser suites stay separate and are typically run only when working on those flows or in CI.
See doc/DEVELOPING.md for the full development guide.
Roadmap
- ✅ Plugin system (e.g. add a knowledge base, custom tracing, queues, etc)
- ✅ Get OpenClaw / claw-style agent employees
- ✅ companies.sh - import and export entire organizations
- ✅ Easy AGENTS.md configurations
- ✅ Skills Manager, Skill Studio & Skills Store
- ✅ Scheduled Routines
- ✅ Better Budgeting
- ✅ Agent Reviews and Approvals
- ✅ Multiple Human Users
- ✅ Cloud / Sandbox agents (e2b, Cloudflare, Daytona, Modal, Novita, self-hosted Kubernetes)
- ✅ Artifacts & Work Products
- ✅ Deep Planning (planning mode, revisioned plans, plan approvals)
- ✅ Enforced Outcomes (watchdogs, recovery actions, review gates)
- ✅ MCP Tool Gateway & Apps (governed tool access)
- ✅ Secrets Manager with per-agent access
- ✅ Activity log & action attribution
- ✅ Self-healing runs & automatic recovery
- ✅ Agent evals & feedback
- ⚪ Memory / Knowledge
- ⚪ MAXIMIZER MODE
- ⚪ Work Queues
- ⚪ Self-Organization
- ⚪ Automatic Organizational Learning
- ⚪ CEO Chat
- 🟡 Cloud deployments (multi-tenant isolation & company Import/Export shipped)
- ⚪ Desktop App
- ⚪ Bring-your-own-ticket-system (Asana / Linear / Jira as on-ramps)
- ⚪ Connected Apps (one-click integrations, e.g. Vercel)
This is the short roadmap preview. See the full roadmap in ROADMAP.md.
Community & Plugins
Find Plugins and more at awesome-paperclip
Observability
Paperclip ships with opt-in OpenTelemetry auto-instrumentation for the server (traces only). It activates when OTEL_EXPORTER_OTLP_ENDPOINT is set and supports grpc, http/protobuf, and http/json via the standard OTEL_EXPORTER_OTLP_PROTOCOL env var. The @opentelemetry/* packages are optional peer dependencies — install them only if you want tracing. See doc/observability.md for install commands and the full env-var reference.
Telemetry
Paperclip collects anonymous usage telemetry to help us understand how the product is used and improve it. No personal information, issue content, prompts, file paths, or secrets are ever collected. Private repository references are hashed with a per-install salt before being sent.
Contributors changing emitted telemetry events should follow the Telemetry Data Contract. For proposed first-party events that are not in the generated contract yet, follow Telemetry Workflow.
Telemetry is enabled by default and can be disabled with any of the following:
| Method | How |
|---|---|
| Environment variable | PAPERCLIP_TELEMETRY_DISABLED=1 |
| Standard convention | DO_NOT_TRACK=1 |
| CI environments | Automatically disabled when CI=true |
| Config file | Set telemetry.enabled: false in your Paperclip config |
Contributing
We welcome contributions. See the contributing guide for details.
Community
- Discord — Join the community
- Twitter / X — Follow updates and announcements
- GitHub Issues — bugs and feature requests
- GitHub Discussions — ideas and RFC
License
MIT © 2026 Paperclip Labs, Inc
Star History
Open source under MIT. Built for people who want to get work done, not babysit agents.
