## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work > - The server has about 1,100 test and helper files in `server/src/__tests__` > - `server/tsconfig.json` excludes that directory, Vitest does not check types, and no script runs the tsconfig in that directory > - So a test can call a function with the wrong arguments and still pass, and no tool reports it > - This gap hid 2,168 real type errors, and some of them hid tests that did not test what they claim > - This pull request fixes all of these errors and adds the directory to the server layers from paperclipai/paperclip#18737 > - The benefit is that a type error in a server test now fails the typecheck, with no baseline and no backlog ## Linked Issues or Issue Description Refs paperclipai/paperclip#18737, which is merged and added the server layers. Refs paperclipai/paperclip#18738, which is merged and checks the test projects outside `pnpm -r`, so it is not a duplicate. Refs paperclipai/paperclip#18137, which records that this directory has no check. **What happened?** No tool checked the types of 1,074 of the 1,101 files in `server/src/__tests__`. I searched `package.json`, the workflows, and all tsconfig files. 27 files are in the program of another tsconfig, and these 27 have 0 errors. 11 of the 27 are in `helpers/maintenance/tsconfig.json`. No script ran that project when I measured this. paperclipai/paperclip#18738 now runs it. **Expected behavior** The server typecheck checks these files, and a type error fails the check. **Steps to reproduce** 1. On the base commit, run `tsc -p server/src/__tests__/tsconfig.json --noEmit`. It reports 6,536 errors and needs 12.3 GiB. 2. Add a type error to any file in `server/src/__tests__`. 3. Run `pnpm --filter @paperclipai/server typecheck`. It passes. **Paperclip version or commit** I measured the error breakdown below on commit `8dfd632452`, with TypeScript 7.0.2. The branch now includes master up to paperclipai/paperclip#18865. **Deployment mode** Not applicable. This issue applies to development and CI. No production source file in the server changes. ### Error breakdown Each row adds one change to the row above. | Step | Total errors | Change | Cause | | --- | --- | --- | --- | | Config as committed | 6,536 | | | | Add `src/types/*.d.ts` | 4,447 | -2,089 | Config. The Express request types were missing. | | Set `rootDir` to the repository root | 2,436 | -2,011 | Config. | | Set `allowImportingTsExtensions` | 2,181 | -255 | Config. Vitest accepts `.ts` imports. | | Add `ES2024.Promise` to `lib` | 2,138 | -43 | Config. Node 24 has `Promise.withResolvers`. | | Set `allowJs` for `.mjs` imports | 2,148 | +10 | Config. It removes 8 `TS7016` errors and shows new real errors. | | Set `declaration` to false | 2,142 | -6 | Config. Tests emit nothing. | | Count only files in `server/src` | 2,058 | -84 | Other packages: 53 Daytona, 29 Runner test, 2 UI. | So 4,478 of the 6,536 errors (69%) came from config or scope, and 2,058 are real type errors in 314 files. The 29 Runner test errors are also real, which gives 2,087 errors. Tests that master added after this measurement had 81 more errors, so this pull request fixes 2,168 errors. This table classifies the first 2,058 errors. | Kind of real error | Errors | | --- | --- | | Wrong argument or assignment type | 1,023 | | Stale or partial fixture objects | 525 | | Property that the type does not have | 317 | | Missing narrowing of null or unknown | 101 | | Implicit any | 60 | | Missing name or module | 16 | | Other | 16 | ### What the type errors hid Most errors were stale fixtures and loose mocks. These errors hid real test problems, and this pull request fixes them: - **A test that never ran.** `instrumentation.test.ts` required `sdk-trace-base`, which is not installed. So 3 span tests were skipped. They now run and pass. - **Assertions that could not fail.** - `issue-thread-interactions-service` used a company ID as an issue ID. - `status-card-evaluation-work` compared `[]` with `[]` in a rollback check. - `slack-conversation-lifecycle` read `item.issueId`, which does not exist. - `email-channels` used a permission key that does not exist. - `heartbeat-project-env` imported `LOW_TRUST_REVIEW_PRESET`, which is not exported. The value was undefined. - **Postgres processes that did not stop.** 11 test files called `stop` on the test database helper. That method does not exist, and the helper method is `cleanup`. - **Arguments that the service ignored.** - `methodKey` is now `connectionMethodKey` in the Daytona, Unikraft, 1Password, and Railway tests. - 108 calls passed `"owner-user"` to a parameter that expects an options object. - 9 chat wizard fixtures passed `managementContext` as `source`, so they ran `existing_app` and not `manifest`. - 2 tests passed a `{ userId }` actor that the function ignores. - Inserts into `environments` passed a `companyId` column that the table does not have. - **Problems in tests that master added during this work.** - `sandbox-creation-operations` read `database.connectionString` when an external test database was set. In that mode `database` is undefined, so the fixture would stop with a TypeError. It now uses the external URL. - `idle-completed-history` set a Dot operation to `dispatched`. That is a Muse status, and the Dot type does not have it. The fixture now uses `admitted`, which is a real in-flight Dot status. ### Possible product problems, not changed These may be real problems in production code or types. I did not change them, because this pull request does not change production behavior: - `decisions-service` `service.create` does not validate the lenient `cancel_issue_tree` input. - `createConnection` ignores `input.connectionPurpose`. - The `createConnection` route schema default stores `{}` for `transportConfig`. - `prepareManagedAiRuntime` accepted the invalid value `mode: "connection"`. - `createBinding` accepts invalid `projectionClass` strings outside class 3. - `ensureManagedProjectWorkspace` forwards an untyped `repoRef` by spread. - `routineVariableSchema.label` is optional, but `RoutineVariable.label` is required. - `ToolRunContext.projectId` may be too strict. - `withdrawInteraction` reads `issue.status`, which its type omits. - `issueService.list` and `reconcileNativeFinalizations` omit fields that they return at runtime. - `createGitHubExternalObjectProvider` handles `tokenProvider: null`, but its type forbids this value. ## What Changed - Fixed the 2,168 type errors. The diff changes 322 test and helper files. - Corrected `server/src/__tests__/tsconfig.json`. Editors and the typecheck now read the same options and report the same errors. - Added three `test-tree` layers to `server/scripts/typecheck-layers.mjs`. They read the server layers as declarations, and any error fails them. A hash of the path selects the shard, so a new file does not move other files. - Added `server/scripts/typecheck-stubs/daytona-sdk.d.ts`. Server tests reach Daytona plugin source, and the root install does not have `@daytonaio/sdk`. - Changed two imports in `ui/src/lib/issue-execution-policy.ts` to use `.js` extensions, because server tests import this file. - Made `declarationsConfig` and `--declarations-only` skip the `test-tree` layers, because these layers emit nothing. Other projects read only the source layers. Added a test for this. - Updated `doc/DEVELOPING.md`. ## Verification Run these commands: ```sh pnpm --filter @paperclipai/server typecheck pnpm exec vitest run server/scripts/typecheck-layers.test.mjs ``` Results on macOS (arm64), Node 24, 16 cores. Each check ran after the merge of paperclipai/paperclip#18738 unless the row says otherwise: | Check | Commit | Result | | --- | --- | --- | | Server typecheck, `PAPERCLIP_TYPECHECK_LOW_MEMORY=1`, all 7 layers | `6e45a08573` | Exit 0, 0 errors, 62 seconds, peak 3.52 GiB | | `node scripts/typecheck-test-projects.mjs --low-memory` | `a3306bd13e` | Exit 0, 0 errors, 42 seconds, peak 3.25 GiB | | The same script with `--reuse-declarations` | `1b878aabc0` | Exit 0, 0 errors | | `typecheck-layers.test.mjs` and `live-recovery-work.test.ts` | `01db5634e4` | 90 passed. These include real compiler runs for a pass, a type error, and an invalid tsconfig. | | `tsconfig.declarations.json` after a full server typecheck | `0fb1e4fb0a` | It references only `below`, `cycle`, and `above`. No generated config names a `tsconfig.layers.json` file. | | Owned runtime test in `idle-completed-history` | `e8f2f448ac` | Passed, with the fix that master later replaced | | `idle-incoming-wake`, `plugin-idle-manager`, and the changed `chat-channels` test | `6e45a08573` | 30 passed | | Runner `native-execution.test.ts` | `eab4dcc1f4` | 114 passed | | The 19 server test files that changed since `eab4dcc1f4`, and `typecheck-layers.test.mjs` | `259737b700` | 4,275 of 4,277 passed. The 2 failures are in `chat-channels` and are in the list of 7 below. | The peak is the largest single process, from `/usr/bin/time -l`. Peaks for the server typecheck were between 3.42 GiB and 3.56 GiB across 8 runs. Peaks for the test projects were 3.25 GiB and 3.37 GiB across 2 runs. I did not measure a cgroup. **Runtime check of the fixes.** Types do not prove that a test still works. So I ran all 309 changed server test files, 11,929 tests, before the rebase onto paperclipai/paperclip#18737: | Result | Tests | Detail | | --- | --- | --- | | Passed | 11,913 | Includes the 2 tests and the 54 `dot-runner` tests that passed in a later run, as described below. | | Failed | 7 | The same 7 tests also fail on the commit before the fixes. | | Skipped | 9 | These tests have their own skip conditions: `sentry` 5, and 1 each in `bundled-plugin-registration`, `customer-success-cloud`, `onepassword-connection`, and `workspace-runtime-https-live-exercise`. | The 7 tests that fail with and without this change, on my machine: - 3 tests in `chat-channels` and `email-channels` stop with `ENOENT` on a `SKILL.md` file. The path is in the parent checkout, above the git worktree that I used, so I expect that the worktree is the cause. I did not prove this. - `workspace-instance-cleanup` compares `/private/var/...` with `/var/...`. This is a macOS symlink difference. - 2 tests in `git-reproducible-managed-checkouts` get `unknown_base_git_files` and expect `unpushed_managed_checkout`. I did not find the cause. - 1 more test in `chat-channels`, `materializes direct external-chat finals once`, gets `undefined`. I did not find the cause. CI is the check for these 7 tests. `ci / verify` passed on `eab4dcc1f4`. Failures during this work: - My fix to `agent-runtime-connector-access` changed an invalid permission key in the setup, but not in the assertion. The runtime check found this. I corrected the assertion, and the file passes. - `heartbeat-plugin-environment` failed one wait in the full run. It passed three times alone, so I think that load caused the failure. It can fail again under load. - `dot-runner` skipped all 54 tests in the full run because `cargo` was not on my `PATH`. It then passed 54 of 54 with the toolchain on the `PATH`. - My first `lib` value removed the default DOM types, and the error count went up by 375. I added the DOM libraries. - My Daytona stub with bare `any` left 48 errors, because generic helpers then inferred `unknown`. I added shapes that return promises. - One fix to `agent-secrets-routes` used `class_3_static_lease`, and the test failed. That class allows only specific paths. I reverted to `unclassified`. - `ci / General tests (server (8/12))` failed on `259737b700` because of the flaky port in `idle-completed-history`. paperclipai/paperclip#18853 fixed this test on master, so this pull request keeps that fix. **Audit of the diff.** I counted these patterns in added and removed lines, to find fixes that only hide an error: | Pattern | Added | Removed | | --- | --- | --- | | `@ts-ignore` | 0 | 0 | | `@ts-expect-error` | 0 | 1 | | `.skip` | 0 | 0 | | `as any` | 9 | 9 | | `: any` | 11 | 2 | | `as never` | 8 | 2 | | `as unknown as` | 35 | 4 | | `Promise<unknown>` | 16 | 5 | | `expect(` | 128 | 113 | No hunk removes more `expect(` calls than it adds. Three removals of test content were intentional, and I checked each one: - `muse-control` removed `signalToken`. Line 1012 already asserts that it is absent. - `merged-pr-confirmation-sweep` removed legacy aliases. Other tests cover them. - `heartbeat-workspace-branch-containment` removed a `finalize` branch that no test row can reach. Some partial fixtures stay unchecked through `as unknown as` and `Promise<unknown>`, mostly in `issue-agent-mutation-ownership-routes` and `issue-comment-reopen-routes`. **Accuracy of the check.** One program over the tree and the three shards reported the same errors at the same positions. Memory, as the peak of the largest process on one thread, was 3.93 GiB for one program and 2.43 GiB for the largest shard. I measured these two values before the fixes. Not run or not proven: - I did not run the full `pnpm test:run`, or a root `pnpm build`. I expect CI to run the full suites. - I did not run the 4 GiB container check, or the full `scripts/typecheck-low-memory.mjs`. The peaks above come from macOS, so they are not a Linux cgroup measurement. - I did not run the UI typecheck after the merges. - `workspace-runtime-https-live-exercise` is skipped, so its `cleanup` fix did not run. ## Risks - **A large diff in test files.** 328 files change. A pull request that edits the same tests can get merge conflicts. New tests on master can also add type errors before this merges. Any such error fails this check and needs a fix here. - **A higher cost for changes to source types.** A change to a type can add errors in test files that the author did not touch. The author must then fix them. This is the purpose of the check, but it is new work. - **Changed test behavior.** Some tests now run paths that they did not run before, such as the 9 chat wizard fixtures and the 3 span tests. They pass here, but they can be more sensitive to timing or to the environment. - **The Daytona stub can go stale.** The stub is written by hand. If the plugin uses a new SDK member, the typecheck reports an error until someone updates the stub. - **The release path.** `release-verify.yml` and `scripts/release.sh` run `pnpm -r typecheck`, so they now run this check. - **The tsconfig change.** The test transform reads `server/src/__tests__/tsconfig.json`. The options that I changed are for type checks, and the runs above passed. - **A gap that remains.** Tsconfigs in `packages/paperclip-runner` and in most sandbox provider plugins exclude `*.test.ts`. This check does not read most of those test files, so they can still drift. That work is separate from this pull request. > 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 Anthropic Claude Opus 5.5 (`claude-opus-5-5`) through Claude Code, with reasoning, tool use, code execution, and subagents. The runtime does not show the context window size. ## 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 (7 tests fail locally, with and without this change. See Verification.) - [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 🤖 Generated with [Claude Code](https://claude.com/claude-code) --------- Co-authored-by: Claude Opus 5.5 <noreply@anthropic.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
Star History
Open source under MIT. Built for people who want to get work done, not babysit agents.
