## Thinking Path > - Paperclip lets people manage agent work through the board. > - The board already retains loaded reads during a temporary server failure. > - Reloading the page removes that in-memory data. > - A deploy can then leave a returning user without the shell or recent tasks. > - This pull request saves an explicit, limited set of reads in the browser. > - Cached identity supports display while fresh session checks protect writes. ## Linked Issues or Issue Description **What happened?** A reload during an API outage loses the board's loaded reads. An automatic worker update can also reload a hidden tab while a write is pending. **Expected behavior** Show the cached shell and recent tasks during a temporary outage. Limit saved content by user, company, age and build. Clear it on sign-out. Wait for a fresh session before sending account-bound writes. Defer automatic reloads while work is pending. **Steps to reproduce** Open a task and settings while online. Return 503 from the API and reload. Restore the API. Sign out and confirm that saved query records are gone. Discover a worker update while offline or during an autosave and confirm that it waits. Stacked on Refs #18822. Related durable-write foundation: Refs #17960. The outage browser suite follows in a separate test PR. ## What Changed - Persist an exact read allowlist through TanStack Query dehydration and hydration. Save shell preferences, company/sidebar data, agent/project lists, plugin UI metadata, the first inbox page, and 20 recent tasks. Task UUID and identifier reads share one recent-task slot. - Namespace records by user and company. Retain eligible reads across normal memory garbage collection, expire each read after 24 hours, and discard them after a build change. Unstamped builds disable hydration and persistence while retaining sign-out cleanup. Use the existing instance-wide plugin contribution query in the user's root record. - Exclude session credentials and bootstrap data, embedded plan documents, comments, preview work products, provider credentials and environment values, browser capabilities, pairing data, other queries, and mutations. Restore only display identity from session data. Preserve safe agent provider/model display fields and configuration object shapes. Apply the projection on save and restore. - Clear saved reads on sign-out, cross-tab account changes, and definitive session denial. Keep revocation working on plain HTTP without crypto.randomUUID. Use per-user revocation revisions to reject delayed writes and stale records. Preserve a newer account. Remove every UUID/identifier projection and nested inbox copy of a denied task. - Detach shared GETs when the account changes or signs out. Load complete, freshly authorized agents before opening bulk settings from a display-only roster. Retire a pending bulk-editor result or error when row, select-all or clear changes the selection, including a clear/reselect of the same agent. - Require a fresh server lookup before account-bound writes, pending task creation, or mounted autosaves resume. This includes automatic task read receipts, inbox archives, workspace preferences and primary-agent choices, with optimistic archive changes gated too. Cancel the old write scope when the verified user changes. Release completed archives through account-independent cleanup without restoring old cached rows; an old operation cannot clear a newer hide flag. Retry unconfirmed read receipts after a fresh session succeeds for the original account, and remember confirmed receipts across refreshes. Track pending reads per task so opening another task sends its receipt immediately; revisiting reuses an outstanding receipt and its original account scope. - Defer a hidden-tab worker reload until connectivity, mutations, durable sends, and autosaves are safe. Synchronously count each unresolved operation across online rate-limit retries. Release a cancelled target’s unused dirty token when an editor changes tasks; keep stored drafts, admitted saves and queued retries. Cover autosave debounce, newer edits, navigation and undo. ## Verification - Current head `fe4f682c879` is merge-ready: all 54 check runs completed (52 successful, one skipped, one neutral), the legacy Snyk status is successful, and both `ci / verify` and `ci / e2e` pass in run `41752927822`. Greptile Apex reviewed this exact head at 5/5 with zero unresolved threads; the branch has no merge conflicts. All three PRs now meet the merge-ready bar; the stack remains unmerged pending operator approval. - Greptile Apex reviewed exact current head `fe4f682c879` at 5/5 with no actionable findings and zero unresolved threads (summary updated 2026-11-04 at 01:24:40 UTC). Both settings-account and pending-selection findings are fixed, replied to and resolved. The branch has no merge conflicts. Current-head CI now passes in run `41752927822`. - Seventeen new cases cover settings restored from actual saved query records, matching/changed/signed-out identities, denied verification, late crown responses without overwriting newer reads, and bulk-selection changes during successful/failed reads. Sixteen fail the preceding source and one preserves denial compatibility. Both settings paths reuse the existing account-bound mutation guard; its optional explicit QueryClient supports the workspace hook’s existing detached-host mode. Primary-agent optimistic updates begin only after verification and cleanup checks ownership and the cache revision. - Earlier CI run `41749456480` on prior head `2cf7516f18c` has one real server test failure: the owned-runtime case in `idle-completed-history.test.ts` could not reach its HTTP child on port 34757 within 10 seconds (99 refused probes). Its other 1,829 cases pass and three skip; the only other unsuccessful job is the downstream `verify` gate. The exact selected case passes locally, and the entire 75-case file passes in 72.19 seconds on the exact `2cf7516f18c` source tree with isolated PostgreSQL and a real child process on macOS arm64/Node 25.6.1. The Linux CI startup cause remains unknown; these local results are not a fix or CI acceptance. One failed-jobs retry with debug logging was accepted on that unchanged head, then superseded by the later settings fixes. Current-head CI remains required; no source change was made for this failure. - Current cache head `fe4f682c879`, based on read head `09d1db29dea` and master `683fa4725e9`, passes all 1,198 focused tests across twenty-eight files, UI typecheck, token gates and the enforcing query-error guard. Dependent browser head `228c1b68d30` contains this exact application source and passes standalone strict checking of all three browser specs. Current-head CI now passes in run `41752927822`. - Three new navigation regressions fail the preceding application source and pass with the fix. They open three cached tasks before any receipt resolves, leave the page before success or failure, revisit an outstanding read without duplicating it, and recover an older failed receipt after a fresh session succeeds while a later task remains pending. - The fixture repair passes all seven deadline integration cases and the complete server typecheck, including the server test layer. The old assertion deterministically fails at 23:59:06.888 UTC; its one-second-old run also fails the first-second-of-day probe. The corrected fixture passes noon and both midnight probes. The permanent three-case coverage uses seeded 2099 clocks. - Nine new cases cover archive success/failure after sign-out and another account takes over, both mounted and unmounted; cleanup ownership when a newer archive uses the same task; session-check 429 exhaustion followed by matching, changed or signed-out identity; and a failed read receipt followed by a new session read. They verify no old-cache restoration, toast or navigation, retained newer hide flags, no failed-check loop and no duplicate confirmed receipt. Seven fail the previous implementation; two compatibility cases retain account-change suppression. Initial test error-constructor and query-notification timing assumptions were corrected before the passing checks. - The inherited skills/app error-priority fix passes all 60 affected tests and UI typecheck on both application branches. Its twelve new regression cases fail the preceding read implementation. The persisted-cache suite includes 48 cases. - Six new regressions fail against the preceding application source and pass with the fix. Actual worker-update and mutation-cache listeners cannot reload a hidden tab between online 429 retries; the original create key survives, and the update reloads once after a receipt. Real self-hosted and Cloud sign-out work without crypto.randomUUID, with stamped and unstamped builds. Saved reads are removed and account write scopes are invalidated. An initial test-fixture type annotation error was corrected before the passing typecheck. - The 48 cache tests cover actual five-minute memory GC, the 20-task bound across saved and live reads, original 24-hour expiry, denial before session verification, unstamped cleanup, cross-tab revocation and delayed flushes. Private GETs cannot cross account transitions. Bulk edits require complete current agent data. Undo releases the update blocker while preserving the Saved indicator. - All 23 built-UI outage/write/loading cases pass in 4.5 minutes on exact integrated head `228c1b68d30`, containing current cache revision `fe4f682c879`: ten outage, six durable-write and seven loading cases. The run uses bundled Chromium, the built UI, a fresh local-trusted server and isolated embedded PostgreSQL on macOS arm64/Node 25.6.1. All three specs pass standalone strict TypeScript checking. Owned temporary server and database stopped. - Earlier browser runs exposed and fixed cached-header, native Storage cleanup and replay/session defects. A prior run passed 21/22 because real WebSockets contradicted the simulated HTTP outage; the fixture now closes existing socket pairs and holds new sockets through the same outage deadline. An older CI run exposed a disposed response in the Inbox route callback; pre-navigation snapshots remove that lifetime, and the current full run includes that repair. Earlier failures and their diagnosis remain in the discussion. The current full run passes. Broader historical workspace failures remain documented in Refs #18822; this does not claim a clean full workspace suite. - Current-head CI passes on `fe4f682c879`. Controlled local outages do not complete hosted authentication or a real Cloud restart/deploy acceptance. Commands for the current cache change and inherited read fix (the current focused run also includes src/lib/inboxArchiveCache.test.ts and src/pages/Inbox.test.ts): ```sh pnpm --filter @paperclipai/ui exec vitest run src/pages/CompanySkills.test.tsx src/pages/apps/AppNotConnected.test.tsx pnpm --filter @paperclipai/ui exec vitest run src/hooks/useDurableSubmit.test.tsx src/hooks/useDurableAutosave.test.tsx src/hooks/useSignOut.test.tsx src/lib/persisted-query-cache.test.ts src/lib/service-worker-updates.test.ts src/lib/service-worker-cache-policy.test.ts src/lib/pending-send.test.ts src/lib/issue-execution-policy.test.ts src/components/InlineEditor.test.tsx src/components/MarkdownEditor.test.tsx src/components/NewIssueDialog.test.tsx pnpm --filter @paperclipai/ui exec vitest run src/components/agents/AgentBulkRoster.test.tsx src/components/agents/AgentBulkSettingsSheet.test.tsx src/hooks/useAccountBoundMutation.test.tsx src/pages/IssueDetail.test.tsx src/components/TaskChatThread.test.tsx src/components/TaskChatThread.task-creation-order.test.tsx src/api/client.test.ts src/api/agents.test.ts pnpm --filter @paperclipai/ui exec vitest run src/hooks/useCoordinatorWorkspaceEnabled.test.tsx src/context/PrimaryAgentProvider.test.tsx src/components/CoordinatorWorkspaceSetting.test.tsx src/components/primary-agent/PrimaryAgentPresentation.test.tsx src/components/MobileBottomNav.coordinator.test.tsx src/components/CoordinatorSidebar.test.tsx src/pages/Issues.coordinator-routing.test.tsx pnpm --filter @paperclipai/ui typecheck pnpm check:token-gates node scripts/check-query-error-rendering.mjs --enforce --summary ``` ## Risks This deliberately saves task content on the local browser for up to 24 hours. The allowlist excludes credentials and ephemeral capabilities. Local storage can be disabled or full; persistence then fails without blocking the app. Restored data can be stale and never grants server access. A user or access change clears cached account reads and invalidates pending writes. The browser outage suite and real hosted deploy acceptance remain release requirements. There are no migrations or new dependencies. ## Model Used OpenAI `gpt-6.1-sol` through Codex, with xhigh reasoning effort, tool use, and code execution. The context window size is not exposed. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used - [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 described the issue in-PR following the bug report template - [x] I have not referenced internal/instance-local Paperclip issues or links - [x] My branch name describes the change and contains no internal ticket id - [x] The focused local tests for this change pass - [x] I have added tests and updated relevant documentation - [x] I have considered and documented risks above - [x] 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: devinfoley <139239+devinfoley@users.noreply.github.com> Co-authored-by: Paperclip <noreply@paperclip.ing> Co-authored-by: Bender (Fable) <bender@agents.paperclip.ing> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Quickstart · Docs · GitHub · Discord · Twitter · Website
Sign up for the Paperclip Cloud waitlist →
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
Star History
Open source under MIT. Built for people who want to get work done, not babysit agents.
