<!-- entire-trail-link-start --> https://entire.com/gh/paperclipai/-/trails/38/changes/paperclip/38 <!-- entire-trail-link-end --> ## Thinking Path > - Paperclip manages agent work and the files that support it. > - Resumable company imports keep uploaded parts until apply or expiry. > - An hourly cleanup loop reads the database for every retained upload directory. > - Failed and applying imports can retain files without owing periodic cleanup. > - Existing transfer rows and file timestamps already identify real deadlines. > - This change schedules those deadlines and wakes cleanup after relevant changes. ## Linked Issues or Issue Description Refs: #17801. **What problem does this solve?** The hourly import sweep keeps querying retained uploads when no cleanup is due. It also treats a failed database read as a missing transfer row. That can cause deletion of a live upload whose directory is old. **What is the proposed solution?** Use the existing delivery coordinator with per-transfer deadlines. Keep commit-aware notifications in the transfer ledger service. Keep filesystem change notifications in the spool owner. Recover pending cleanup from existing files and rows at startup. **What alternatives have you considered?** A slower periodic sweep would still query idle history. A new job table would duplicate the existing ledger and directory timestamps. Retrying only after successful uploads would miss partial file writes that leave cleanup work. This is slice 59. Parent #17801 has merged. This publication targets master and preserves that landed prerequisite. Fresh current-head CI and review remain required. ## What Changed - Repair an inherited CI concurrency test. Observe exact PostgreSQL blockers instead of assuming lock order from two 50 ms sleeps. Keep production authorization and all fail-closed assertions unchanged. - Refresh verified-upload activity before writing bytes. Preserve the guarded cleanup claim without recording a part receipt before the file exists. - Isolate unreadable child directories so healthy cleanup continues. Use unique, self-cleaning route fixtures for external database reruns. - Replace the hourly timer with the existing scoped deadline worker. No new table or independent scheduler. - Schedule open uploads at saved activity time plus 24 hours, preserving the strict cutoff and guarded cancellation before deletion. - Keep failed and applying imports quiet while retaining their files. Clean completed/cancelled leftovers immediately. - Register run-scoped write intent before every supported ledger mutation, including nested transactions. The helper stays inside the existing ledger owner. - Wake from filesystem changes, including failed writes and removals. Reconstruct orphan deadlines from directory timestamps after restart. - Propagate database and permission errors. Only a missing directory proves absence. Read only the four ledger fields needed for cleanup. - Preserve startup-only stranded-apply recovery. The cleanup worker cannot fail live applies. Remove its filesystem subscription and join active cleanup on shutdown. - Record producer coverage and limits in `doc/plans/2026-10-26-import-spool-cleanup-sleep.md`. ## Verification Current repair source: `5d974e5eb28fc3e28b5e75e36fb18c61582348d5`. The publication adds a test-fixture repair and audit text to the previously tested import-spool source; runtime code is unchanged. **765 distinct cases pass across nine complete files:** the original 293 consumer cases remain hash-identical, and the full tool-access file passes all 472 in 20.86 seconds. Controlled evidence: a 500 ms cleanup-query delay fails all three old timing cases; observed lock barriers pass all three with the same delay and unchanged policy assertions. The artificial delay is not committed. Current-head CI's original audience-race failure is preserved. The first local full-file run also retains one separate 15-second stdio HTTP timeout; one fresh diagnostic full run passes all 472, without establishing that timeout's cause or changing its limit. Fresh CI and reviews are required on this new publication head. Accepted production source: `87549234b125464dc7fa216227fc9bfa1d93f3d7`. Publication head: `016b3af51a734ad0ddf574de701679a7bdc33d06`. Adopting the actual parent squash preserves the complete accepted child tree. The subsequent changes are the CI test fixture and its audit text. - **293 cases pass across eight complete server files, with zero skips:** spool worker 18; HTTP import transfers 25; transfer ledger 9; cloud floor 8; portability 114; startup 92; coordinator 26; scoped deadlines 1. Runtime: 12.28 seconds. - Real filesystem and PostgreSQL cases cover zero idle SQL/directory scans, actual deadlines, first/concurrent writes, nested commit/rollback, restart, failure, drain/resume, root and symlink boundaries, and joined shutdown. Three fresh PostgreSQL 17 fixtures and isolated PAPERCLIP_HOME keep the run separate. All eight source hashes remain exact; no assertion, timeout, or source adaptation. - **Static gates pass:** database build; server typecheck/build; module boundaries; migration order; profile identity. All 412 migration journal entries are present through index/tag 0413_tired_kronos. - **Composition:** 1,237 parent-only and eight owned-only paths remain exact; 11,521 identical paths and two automatic shared production results are preserved. The only manual conflict is the status ledger. Packages and other native worker services equal the parent. Its 4,192 selected cases are prior source-scoped evidence, not added to this count. - **Historical failures remain recorded:** earlier trusted-runner and Greptile service errors are not current passes. The older Ponytail Ship verdict names another head. Fresh CI, security, and exact-head Greptile 5/5 must pass before merge. - [Master integration and spool acceptance audit](https://github.com/paperclipai/paperclip/blob/016b3af51a734ad0ddf574de701679a7bdc33d06/doc/plans/2026-10-26-import-spool-cleanup-sleep.md#current-master-integration-and-spool-acceptance-2026-10-29). No full local repository, live provider, or deployed sleep claim is made. <details><summary>Earlier revision verification and failure history</summary> Receiver failure fairness: a controlled 1,100 ms batch reproduced a 30-second delay for healthy due receivers. The worker now supplies its existing per-item deadline through `nextRunAtOnError`. All 20 receiver lifecycle tests pass on the owner and combined tip `31c12f1d68ff4a51e06fc2be2abf2c2aee9f9d3a`; server production typechecking passes on the owner. The failed receiver retains its own backoff, and settled receivers return to zero recurring SQL. The five-second assertion budget is unchanged. See [the owning audit](https://github.com/paperclipai/paperclip/blob/7435a19f6d18f14466175d72b3b7d893ed39acd0/doc/plans/2026-10-25-chat-receiver-discovery-sleep-audit.md#healthy-receiver-progress-after-a-slow-failed-batch). Current-head CI and review remain required. Approved delegated Test-tab calls now evaluate caller and target policies in the existing claim transaction. Real HTTP regressions first showed a missing caller charge and shared-limit self-rejection. All 78 connection-management cases and 92 gateway cases now pass on the owning branch, along with server production typechecking. All 78 connection-management cases also pass at combined tip `d25f830db89c1623bff3547bfc68015c1c66e0cf`. The three new cases cover shared charges, separate charges, rollback on denial, duplicate approval, and rejection of a later authorized call. Intermediate counter/identity fixture failures and a reused-database Slack collision are recorded in [the owning audit](https://github.com/paperclipai/paperclip/blob/1509a56a97f2ffb2ab59a9a27f6d7be16ab46569/doc/idle-approved-tool-recovery.md#delegated-test-tab-admission-after-policy-changes). The earlier combined checks below remain evidence for their stated revisions. Current-head CI and review remain required. Inherited voice-cleanup verification: the controlled slow-provider regression and all 13 lifecycle tests passed on its owner and combined tip `ab22d8ed0c09028315607414b83b375e5cc0a60a`. That repair changed only the fixture clock advancement and its audit note. Current head: `7435a19f6d18f14466175d72b3b7d893ed39acd0`. This remains a single-duty PR stacked on #17801. - Integrated pinned master `8548173fc9efdc0fa07644fb92dcc0b6851a95e5` with normal merges. Every branch passed generated-schema checks and its target-branch migration-order gate. Existing SQL is unchanged; the 25 stack migrations follow master’s new migration. - Duty-specific producer coverage, lifecycle tests, and earlier failure records: [2026-10-24-recurring-server-sleep-stack.md](https://github.com/paperclipai/paperclip/blob/47ba0a93c4b01484ad58d16bbeb5a372c76b5a0d/doc/plans/2026-10-24-recurring-server-sleep-stack.md), [2026-10-26-import-spool-cleanup-sleep.md](https://github.com/paperclipai/paperclip/blob/47ba0a93c4b01484ad58d16bbeb5a372c76b5a0d/doc/plans/2026-10-26-import-spool-cleanup-sleep.md). - Combined tip `51e6cbe67979b55b340ea9f0f434c5b5c682ccd6`: **355 startup/cancellation/recovery/dispatch/preservation tests**, **75 connection-management tests**, and production server typechecking pass. These combined checks do not mean every intermediate PR independently ran the full repository suite. - Real master-to-stack database upgrade passes: **379 unchanged prior migration receipts plus 25 new migrations**, with the gateway responsibility fixture preserved. - Owning-branch checks: 84 runner installation/settlement cases plus runner typechecking and generated TypeScript/Rust profile agreement; 253 GitHub review workflow cases. Stop-attribution and held-worker readiness regressions failed before their fixes. - Failure accounting: the initial combined run passed 349 cases and failed six idle assertions in a reused preservation database containing old cancelled runs. Repeating the combined command with a fresh preservation database passed. Earlier invalid project selection, merge import/type errors, and the interrupted full local suite are not counted as passing checks. - **Latest-head CI and review remain required.** Prior CI findings include GitHub idle observation, route teardown, attention cleanup, touch-picker E2E, workspace health, and voice-cleanup timing; local passes do not erase those failures. No full local repository-suite, deployed sleep, fleet cost, or live Copilot qualification claim is made. </details> ## Risks - Expiry and active apply must keep their guarded ledger claims. A stale read must never authorize file deletion after a concurrent resume. - Database and permission failures remain unresolved work. They cannot be interpreted as missing rows or empty directories. - Only supported ledger and spool owner writers emit these local notifications. Independent processes or SQL writers need ingress; startup recovery alone cannot wake stopped compute. - Cloud sleep blockers remain. No deployed suspension, external alarm coverage, live provider qualification, or cost savings is claimed. ## Model Used OpenAI Codex, GPT-6 family, with reasoning, code execution, real PostgreSQL and filesystem tests, and GitHub tools. The exact runtime model identifier and context-window size are not exposed in this session. ## 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 URLs) - [x] My branch name describes the change and contains no internal Paperclip ticket id or instance-derived details - [x] 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 - [ ] 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> Co-authored-by: Codex <noreply@openai.com>
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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. Choose models and harnesses per agent while keeping your team's tasks, skills, permissions, and history in one place.
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. |
| Works with |
OpenClaw |
Claude Code |
Codex |
Cursor + Cloud |
Gemini CLI |
OpenCode |
Pi |
Hermes + Gateway |
Grok Build |
Kimi Code |
If it can receive a heartbeat, it's hired.
Custom processes, HTTP endpoints, and external adapter packages extend the roster. See the adapter overview for setup and capabilities.
Paperclip is right for you if
- ✅ You want to build autonomous AI organizations
- ✅ 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 · connection permissions & responsible-user identities |
| 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 · saved test inputs · skill version history & restore · reusable team templates |
| 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 · personal & shared app connections · run history & opt-in tracing |
Features
🔌 Bring Your Own AgentAny agent, any runtime, one org chart. If it can receive a heartbeat, it's hired. |
🎯 Goal AlignmentLink tasks and projects to your organization goals. Agents receive the goal context behind their work. |
💓 HeartbeatsAgents wake for assigned work, follow-up messages, or configured schedules. Delegation flows up and down the org chart. |
💰 Cost ControlCompany, agent, and project budgets. Track reported spend, get threshold alerts, and pause work at configured limits. |
🏢 Multi-OrganizationOne deployment, many organizations. Separate tasks, agents, permissions, and activity histories for each. |
🎫 Task ThreadsKeep conversations, plans, blockers, files, and run history attached to the work. Assign tasks to agents or people. |
🛡️ GovernanceConfigure review and approval stages, approve hires, and pause, reassign, or stop work when needed. |
📊 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. |
🔗 Apps & ConnectionsConnect services such as GitHub, Notion, and Railway, or your own MCP server. Set gateway actions to Allowed, Ask first, or Off. |
👥 Shared Agents, Personal AccountsChoose who can use a connection and which agents can access it. Managed GitHub operations can use the account of the person directing the work. |
🧠 Skills & Skill StudioInstall or write shared skills, test them with saved inputs, inspect results, and restore earlier versions. |
📅 Scheduled RoutinesRun recurring work on a schedule or trigger it through an API or webhook. Each run has a task, an owner, and a history. |
📎 Artifacts & FeedbackFind the files and documents agents produce. Preview supported formats and leave comments on specific passages in documents. |
📦 Ready-Made TeamsPreview and install teams with roles, skills, projects, and routines. Choose their runtimes and make the setup your own. |
Experimental Agent Chat and chat/email connectors add conversations with agents in Paperclip and through configured services such as Slack, Discord, Telegram, and AgentMail. Enable the relevant instance settings to try them.
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. | ✅ Spend tracking, budget alerts, and automatic pauses help you control the cost of ongoing work. |
| ❌ You have recurring jobs (customer support, social, reports) and have to remember to manually kick them off. | ✅ Routines create assigned tasks on a schedule, with outputs and run history you can inspect. |
| ❌ 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 task checkout. | A single assignee and execution locks prevent competing runs from claiming the same task. |
| Persistent work context. | Tasks, comments, and documents stay in Paperclip. Supporting adapters resume saved sessions across runs. |
| 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. |
| Accountable connections. | Human access, agent eligibility, and gateway action permissions are separate controls. Approve a call once or save a revocable rule. |
| Goal-aware execution. | Linked tasks and projects carry goal ancestry so agents see the "why," not just a title. |
| Portable company templates. | Export/import orgs, agents, and skills with secret scrubbing and collision handling. |
| Organization boundaries. | Company-scoped access checks keep each organization's work, agents, and activity separate within one deployment. |
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), human roles and permissions, agent API keys, short-lived run JWTs, company memberships, and invite flows. Responsible-user attribution follows work through delegation and supported managed connections. |
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. Search across work, review document revisions, and leave anchored feedback. |
Heartbeat Execution — DB-backed wakeup queue with coalescing, budget checks, workspace resolution, secret injection, skill loading, and adapter invocation. Runs produce logs, usage records, and adapter-specific session state. Bounded recovery handles supported failures and surfaces cases that need human action. |
|
Workspaces & Runtime — Project repositories and workspaces, optional isolated execution workspaces (git worktrees, operator branches), and runtime services (dev servers, preview URLs). Sandbox providers extend execution beyond the local host; availability depends on the configured environment and adapter. |
Governance & Approvals — Board approval workflows, execution policies with review/approval stages, decision tracking, budget hard-stops, and agent pause/resume/terminate. Configured task reviews govern completion; connection action approvals govern calls through the tool gateway. |
|
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. Enforcement uses recorded spend; usage reporting and in-flight work can delay a stop. |
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 — Company secrets and per-person secret values, encrypted credential storage, local or S3-compatible file storage, attachments, and work products. Secret references supply credentials to authorized runs without copying values into ordinary agent configuration. |
|
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 — Preview, export, and import organization packages with agents, skills, and optional projects, routines, tasks, and attachments. Referenced secret values are omitted; review packages before sharing because plain environment values and local paths can remain. Packages share an operating setup; full-instance recovery uses backups. |
What Paperclip is not
| Not just a chatbot. | Conversations stay attached to tasks, plans, decisions, and outputs. Experimental Agent Chat can hand work off to assigned tasks. |
| 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 just a workflow builder. | Routines operate within an organization, with roles, goals, budgets, and governance. |
| Not a prompt manager. | Agents bring their own prompts, models, and runtimes. Paperclip manages the organization they work in. |
| Not limited to one agent. | Start with one agent and grow into a team with shared skills, delegation, and review. |
| Not only for code review. | Coding and PR review fit alongside research, operations, content, and other work. |
Quickstart
Open source. Self-hosted. No Paperclip account required. Follow the guided quickstart to set up your first agent.
Just ask your agent to install Paperclip
Share the installation guide with your agent.
Or install it yourself
With Node.js 24.11 or newer installed:
npx paperclipai@latest onboard --yes
The CLI runs from npm's cache; your instance configuration and data persist locally.
See the installation guide for managed installs, pinned versions, canary and git-ref installs, updates, rollback, service management, and uninstalling.
For an isolated manual test instance that is already initialized with a CEO
agent, use test-drive. It stays in the foreground, never installs a service
or creates a first task, and opens the browser only after setup succeeds:
ANTHROPIC_API_KEY=... npx paperclipai test-drive
OPENAI_API_KEY=... npx paperclipai test-drive --harness codex
OPENROUTER_API_KEY=... npx paperclipai test-drive \
--harness opencode \
--model openrouter/anthropic/claude-sonnet-4.5
Each run without --data-dir gets a unique, retained temporary directory; its
absolute path is printed at startup. Pass --data-dir to reuse one, or
--no-browser to leave the initialized instance unopened. When invoked from a
linked Git worktree, test-drive also enables task execution in that worktree.
See the test-drive guide for credential and
reuse behavior.
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@latest 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@latest onboard --yes --bind lan
# or:
npx paperclipai@latest onboard --yes --bind tailnet
If you already have Paperclip configured, rerunning onboard keeps the existing config in place. Use npx paperclipai configure to edit settings.
Or manually:
git clone https://github.com/paperclipai/paperclip.git
cd paperclip
pnpm install
pnpm dev
This starts the UI and API at http://localhost:3100. An embedded PostgreSQL database is created automatically — no setup required.
Requirements: Node.js 24.11+, pnpm 9.15+
Local Claude and Codex subscription sign-in also needs Python 3 and the corresponding provider CLI on the Paperclip host. The Docker image includes them.
Source development also builds the native Paperclip Runner when enabled (the self-hosted default). Install a Rust toolchain, or set PAPERCLIP_RUNNER_BINARY to a compatible prebuilt runner.
FAQ
Q: Is this project maintained or just slop?
A: Paperclip is maintained by the Paperclip team. We've merged over 2,700 pull requests.
Q: What does a typical setup look like?
A: 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.
For remote access, use authenticated mode with a private-network bind such as Tailscale, or deploy the persistent server with Docker. See deployment modes and the Docker guide.
Q: Can I run multiple companies?
A: Yes. A single deployment can host multiple organizations with company-scoped data and access checks.
Q: How is Paperclip different from agents like OpenClaw or Claude Code?
A: Paperclip uses those agents. It orchestrates them into a company — with org charts, budgets, goals, governance, and accountability.
Q: Why should I use Paperclip instead of just pointing my OpenClaw to Asana or Trello?
A: 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)
Q: Do agents run continuously?
A: Agents wake for assigned work and follow-up messages. Optional timer heartbeats let them check for work periodically; routines create recurring tasks on their own schedules. You can also connect externally running agents such as OpenClaw. A mention alone does not assign work or wake another agent.
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, boxd, 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
- ✅ Connected Apps
- ✅ Personal & Shared AI Accounts
- ✅ Shared Agents Use Personal GitHub Identities
- ✅ Skill Version History & Restore
- ✅ Document Comments & Revision History
- ✅ Company-Wide Search
- ✅ Multi-Model & Multi-Harness Teams
- 🟡 Memory / Knowledge
- ⚪ MAXIMIZER MODE
- ⚪ Work Queues
- ⚪ Self-Organization
- ⚪ Automatic Organizational Learning
- 🟡 Agent Chat
- 🟡 Cloud deployments
- ⚪ Desktop App
- ⚪ Bring-your-own-ticket-system (Asana / Linear / Jira as on-ramps)
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. @opentelemetry/api is a normal server dependency; the SDK, auto-instrumentation, and exporter 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.
Paperclip also ships with opt-in Sentry error monitoring for the server and the browser. Set SENTRY_DSN_FRONTEND to activate it for the browser and SENTRY_DSN_BACKEND to activate it for the server — each variable is optional, and the legacy SENTRY_DSN variable still works as a fallback for either component. The supported server SDK version is @sentry/node@10.71.0; it is an optional peer dependency for the server, so install it only if you want error monitoring. The browser SDK, @sentry/browser, is pinned to the same exact version. See doc/observability.md for the install command, the privacy settings, and the full default capture set.
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
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Open source under MIT. Built for people who want to get work done, not babysit agents.
