## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Its tests protect company boundaries, approvals, durable tasks, credentials and the board UI. > - Several owner suites repeat large database fixtures and render frames. > - Some tests repeat stronger proof or pass when the behavior they describe is broken. > - This pull request shares exact setup, removes proven duplicate cases and repairs weak observations. > - It preserves distinct security, lifecycle, concurrency and user-facing contracts. > - The benefit is 5,027 fewer test lines and stronger regression checks. ## Linked Issues or Issue Description Refs #15978. This continues the merged test-audit cleanup in [PR #15978](https://github.com/paperclipai/paperclip/pull/15978), which removed 11,976 test/support lines. The savings in this pull request are additional. Related open work: [PR #13460](https://github.com/paperclipai/paperclip/pull/13460) changes legacy OAuth parent/version lock ordering. This pull request retains those production paths and the existing lock-order test. Its secrets changes compact fixtures and repair the two AWS wrapper exclusion observations. Scoped title searches found no open duplicate audit or fixture-consolidation PR and no matching audit issue. The problem is described here using the enhancement template. **What existing behavior does this improve?** The maintenance and regression value of the existing server, UI, CLI, shared and wiki-plugin test suites. **Subsystem affected** Cross-cutting test code. Two UI modules also lose unused test inspection exports. **Current behavior** Owner tests repeat database rows, service inputs, HTTP setup and render frames. Some cases repeat stronger assertions. Two AWS lock tests record only cleanup events, so an AWS provider write can happen inside the held lock without failing those observations. Several other negative tests accept or do not observe the wrong result. Worktree fixtures also use a temporary path alias that conflicts with the existing canonical-path checks on macOS. **Proposed behavior** Use small local helpers that preserve exact inputs, fresh allocations, callbacks, query order and await positions. Remove only cases with named stronger keepers. Tighten negative assertions and observe actual AWS provider entry while a confirmed lock holder remains parked. Resolve temporary fixture roots to their canonical paths. **Reason and benefit** Remove 5,027 net test lines and 15 redundant registered executions. Remove 11 lines of unused UI inspection exports. Keep every distinct company, actor, approval, credential, persistence, stale-write and concurrency contract. No wall-time speedup is claimed for setup compaction. **Breaking changes** None for application behavior, APIs or stored data. The removed exports expose private UI test state and have no remaining callers. ## What Changed - Consolidate repeated runtime, workspace, portability, route, tool-access, policy, gateway and state-service fixtures. - Share repeated UI render frames and CLI/wiki-plugin setup while retaining the original actions and expected results. - Remove 15 repeated case executions only where the audit records an exact stronger keeper. - Repair weak HTTP/UI negative assertions and two AWS account-home lock observations. Keep the existing durable results and cleanup behavior. - Remove the unused `__inflightGetCount` and `__secondTickInternals` inspection exports. Keep observable request coalescing and ticker lifecycle checks. - Canonicalize temporary worktree fixture paths without weakening production path checks. - Record the owner decisions, savings, independent preservation reviews and validation in [the dated audit report](https://github.com/paperclipai/paperclip/blob/58c5c4aa241c85f4665a3159c192888bbb2a5cfa/doc/plans/2026-10-12-test-audit-rounds.md) and [the compact control evidence](https://github.com/paperclipai/paperclip/blob/58c5c4aa241c85f4665a3159c192888bbb2a5cfa/doc/plans/2026-10-12-test-audit-controls.json). ## Verification - Complete owner and retained-sibling baselines passed before each audit cutover. Independent reviewers checked the full original tests, actual helper bodies, exact inputs, receipt provenance, async order, fresh allocations and case registrations. - All 14 UI/route/wiki mutations failed at their intended assertions: ten UI/API/ticker controls, one route control and three wiki persistence/receipt controls. Each mutated production source was restored to its exact original bytes. - Both old AWS lock tests passed with their respective AWS-only lock bypass. Both repaired tests failed at the intended assertions with the same bypasses. These give 16 intended failures and two passing weak controls across 18 executions. Each source was restored exactly. - Final complete state-owner/sibling run: 329/329 passed at code revision `64370831ebe191e5ce092f85f79b6fb661df7e16`. - Final `pnpm -r typecheck`, `pnpm check:token-gates` and `pnpm build`: passed at the same code revision. - Delivery head `58c5c4aa241c85f4665a3159c192888bbb2a5cfa` includes the evidence commit and master `4b766b872993045a2e787404f0475503683e5ded`. All 27 audited test files and both application files match the locally verified code revision byte-for-byte. Current-head CI validates the integrated branch, including the incoming master changes. - All eight production-owner SHA guards for the 16 deliberate failing mutation controls still match the integrated delivery checkout. The mutation receipts therefore apply to those current owners. - Full default `pnpm test:run`: **failed** with exit 1 at frozen code revision `64370831ebe191e5ce092f85f79b6fb661df7e16`; HEAD and tracked source bytes remained unchanged. The first general-server group reported 878 passing files, four failing files and six skipped files; 17,846 passing cases, 24 failing cases and 105 skipped cases. Later groups did not run. Failures were `http-log-redaction` (socket hangup), `public-mcp` (initial 15-second timeout followed by hosted token “Refresh before subscribing” failures), `remove-test-home` (macOS `ENOTEMPTY` where permission errors were expected, plus cleanup failure), and `workspace-git-snapshot-streaming` (300-second timeout). All four failing test files and the relevant cleanup/MCP production owners are unchanged by this audit. Full local success is not claimed. - Focused complete-owner diagnosis at the same frozen revision: 149/152 passed, three failed, zero skipped. `public-mcp` passed 82/82 and `http-log-redaction` passed 66/66 unchanged. The two `remove-test-home` cases reproduced macOS `ENOTEMPTY` against an expected `EACCES`/`EPERM` contract; the 32 MiB workspace snapshot case reproduced its existing 300,000 ms timeout. HEAD and tracked files stayed clean. Exact blob comparison confirmed all four test files and the relevant cleanup/MCP owners match both inspected master `4b766b872993045a2e787404f0475503683e5ded` and the frozen local revision. The three remaining local failures are unresolved; no timeout, retry or assertion was weakened. - Current-head CI: [workflow 38299262149](https://github.com/paperclipai/paperclip/actions/runs/38299262149) has passed runner selection and created all downstream test/typecheck/build gates; those gates are queued, with no failures reported. Greptile completed successfully at `58c5c4aa241c85f4665a3159c192888bbb2a5cfa` with [5/5 and zero comments](https://github.com/paperclipai/paperclip/pull/16022#issuecomment-6131457592). All review threads are resolved or absent. This pull request will remain open after verification. Reviewers can reproduce the required workspace checks: ```sh pnpm -r typecheck pnpm check:token-gates pnpm test:run pnpm build ``` Browser suites were not run. Their sources and user journeys are unchanged by this audit. ## Risks - A fixture helper can hide a specialized input or change object freshness. Full-program expansion checks and independent reviews preserve the exact old inputs and execution order. - Removing duplicate proof can remove a distinct contract by mistake. The audit records the keeper for each deletion; all distinct security and lifecycle cases remain. - Concurrency checks can miss progress during a fixed delay. The AWS repairs record actual provider entry, confirm holder entry, use measured entry windows, require exact final event order and drain both operations in `finally`. - The full local default run failed. Focused diagnosis reproduced two macOS cleanup failures and one existing snapshot timeout in unchanged owners; these remain unresolved. Current-head CI is pending. No test deadline, retry policy, skip or CI shard was weakened to obtain a pass. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used OpenAI Codex with GPT-6, reasoning, repository inspection, code execution and delegated audit/review. The runtime does not expose the exact served model identifier or context-window size; those values are unavailable and are not inferred from the model catalog. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [ ] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [ ] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- 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
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.
npx 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:
npx paperclipai onboard --yes --bind lan
# or:
npx 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.
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 24.11+, 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.
Importing & Exporting Companies
Export a company to a portable package and import it into any other instance — local or cloud — from a local path or GitHub:
paperclipai company export <company-id> --out ./my-export
paperclipai company import ./my-export --dry-run
paperclipai company import org/repo --target new
The board UI has matching Export and Import pages in company settings: the Export page shows a fidelity panel listing what the bundle will not carry, and the Import page starts imported agents and routines paused by default, with a post-import activation step. See the Importing & Exporting guide for details.
Development
pnpm dev # Full dev (API + UI, watch mode)
pnpm dev:once # Full dev without file watching
pnpm dev:server # Server only
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
- ✅ Scheduled Routines
- ✅ Better Budgeting
- ✅ Agent Reviews and Approvals
- ✅ Multiple Human Users
- ⚪ Cloud / Sandbox agents (e.g. Cursor / e2b / Novita agents)
- ⚪ Artifacts & Work Products
- ⚪ Memory / Knowledge
- ⚪ Enforced Outcomes
- ⚪ MAXIMIZER MODE
- ⚪ Deep Planning
- ⚪ Work Queues
- ⚪ Self-Organization
- ⚪ Automatic Organizational Learning
- ⚪ CEO Chat
- ⚪ Cloud deployments
- ⚪ Desktop App
This is the short roadmap preview. See the full roadmap in ROADMAP.md.
Community & Plugins
Find Plugins and more at awesome-paperclip
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.
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.
