DottaandPaperclip 18e8c121d9 fix(runner): include Grok support in public installs with sandbox prerequisites (#14024)
## Thinking Path

> - Paperclip manages agents through a shared native runner.
> - Built-in harness support should ship with Paperclip's public
distribution.
> - Grok already speaks ACP; it does not require a new public bridge
package.
> - Sandbox provisioning owns the native executable and its pinned
version.
> - The runner must verify that prerequisite without downloading it
during npm installation.
> - This change separates built-in launcher identity from external
runtime identity.
> - Clean npm installation and live staging checks verify the
distribution boundary.

## Linked Issues or Issue Description

Refs #13882, #13973, #13977, #13979.

This follow-up now targets master after #13882 was squash-merged. It
replaces the private `@paperclipai/grok-acp` workspace package with
runner-owned assets. Current master is included so the branch also
contains the merged scheduler, complete-event capture, and durable
cleanup fixes.

## What Changed

- Ship Grok launcher and qualification metadata inside the runner's
compiled output and the public server's vendored runner tree.
- Remove the separate Grok npm package and all package-manager install
hooks for this runtime.
- Require the checksum-verified Grok Build 1.0.13 binary at
`/opt/paperclip/providers/grok/1.0.13/grok` in the selected execution
environment. Provision it explicitly in the Daytona image and CI setup.
- Keep native binaries outside the provider pack. Bind the built-in
launcher into the pack manifest.
- Preserve executable leases, descriptor-backed startup, credential
fences, permissions, and exact ACP model admission.
- Use `builtin:grok-acp` and `native:grok` as profile identities.
Historical package-profile sessions fail closed on resume rather than
being silently reinterpreted.
- Resolve built-in assets from the authenticated sidecar location,
including public server npm layouts. Keep the controller path out of
provider environments.
- Add clean npm tarball installation verification to the existing
trusted canary CI job and the admitted manual EC2 verification path. It
stages a unified release version and runs npm lifecycle scripts, then
verifies missing-prerequisite rejection and admission after separate
provisioning without credentials or inference.
- Include the controller-owned provider pack in stamped Cloud images.
Unstamped local images omit the pack and remain usable; remote ACPX
requires full source provenance.
- Correct CLI approval-page metadata for an already authenticated Cloud
board user; approval authorization remains unchanged.
- Honor explicit native-runner enablement in the Cloud agent picker and
direct setup page, keeping the flag disabled by default.
- Allow selecting the execution environment before connecting
credentials. Include Grok in the existing authenticated hello-probe
flow, targeting its pinned native prerequisite for runner setup.
- Recover an existing subscription sign-in conflict through an explicit
cancel-and-retry action, serialized after cancellation succeeds.
- Preserve the selected ACPX harness before normalizing config fields,
so new Grok agents use the Grok default model.
- Keep the credential-free Cloud provider pack root-owned and readable
after runtime UID remapping; verify manifest and referenced asset access
under an unrelated unprivileged UID during image builds.
- Archive prior failover backups alongside explicitly replaced harness
state, preserving evidence while preventing stale backups from blocking
a fresh replacement.
- Update Daytona image content inputs and contract tests for the
built-in assets and explicit provisioner.
- Document and regression-test the shared `approve-all` default for Grok
setup, saved configuration, and native execution. Explicitly saved
restrictions remain unchanged.

## Verification

Current merge-repair head `df09eb3e1a619430ad8419a0ee9aedd486689b05`
incorporates master `f1a394bd30cb56fb9e479f98b9f50176fe921858` after the
base PR was squash-merged. All 12 conflicts came from incoming files
identical to the tested pre-squash base. The final tree exactly matches
a three-way merge using that original base, preserving built-in Grok
distribution and removal of the obsolete private package. All 252
focused runner/UI tests, six npm-isolation tests, and token gates pass.
Fresh exact-head Greptile review is 5/5 with no outstanding findings;
security scans and EC2 native compilation pass. All current-head CI is
green: 56 successful checks/statuses and four intentional skips ([run
36468768035](https://github.com/paperclipai/paperclip/actions/runs/36468768035)).
The repository owner explicitly authorized bypassing code-owner approval
after all checks passed; no CI checks or repository protection settings
are bypassed or changed. The only remaining PR was removed from the
completed stack metadata to permit native auto-merge.

Earlier integration head `78cb306ecc41b5c96577c26c1d89153b0ef865a1`
includes master `3447609d2247e75e55d91493dda91a608364f672` (2026-09-28).
Two master advances during verification overlapped the eval catalog; the
final merge preserves Grok qualification, completion updates, and
bounded API-response reading in all 348 cells. All 77 focused
catalog/eval/workflow tests pass. Both native stack layers (#14397) are
mergeable, and both exact-head Greptile reviews are 5/5 with successful
security scans and no unresolved review threads. All current-head CI is
green: 56 successful checks/statuses and four intentional skips ([CI
attempts](https://github.com/paperclipai/paperclip/actions/runs/36447124691)).
The initial attempt lost two EC2 runners to shutdown signals and stalled
a third shard during dependency preparation; all three passed the
same-commit failed-job-only retry. Trunk code-owner requirements remain
enforced. The review summary’s non-blocking saved-asset offset
classification note concerns code already merged in #14301; those
runtime files are identical to master and outside this stack’s diff.
Historical live evidence below retains its original source revisions.
[Final public npm
verification](https://github.com/paperclipai/paperclip/actions/runs/36445542764)
passed on `76ea70cd4d13786a042af9df82f0fd7a8c85ae30`: 17 public
packages, an executed offline lifecycle sentinel, unchanged consumer
lock, built-in launcher, missing-prerequisite rejection, and verified
separately provisioned binary/command lease. Provisioning and cleanup
require no host privilege elevation; only the positive probe mounts the
temporary native binary read-only. The verifier is unchanged by the
final master merge. All six isolation tests and an offline npm smoke
test pass. The prior head had 56 green CI checks and a 5/5 review after
two unchanged tests timed out and passed a failed-job-only retry ([CI
attempts](https://github.com/paperclipai/paperclip/actions/runs/36444597313)).
All 56 recovery-display/lineage tests pass; re-review cleared the
already-covered missed-retry concern. Earlier EC2 failures remain
retained: [npm lockfile
rejection](https://github.com/paperclipai/paperclip/actions/runs/36436311203),
[missing compiler in the slim
image](https://github.com/paperclipai/paperclip/actions/runs/36440210984),
and the aggregate 15-minute test timeouts in those broad runs. Both
broad attempts passed typecheck, token gates, Product E2E type/unit
checks and build. The focused EC2 lane preserves the existing
trusted-actor and immutable-source gates.


Earlier documentation/test checkpoint
`ff244c4fd78a7ede5a3e00efe09f475f133ef33e` leaves runtime behavior
unchanged. 154 focused tests pass across configuration building, native
provider resolution, permission policy, credentials, UI configuration,
and new-agent setup (including both Grok auth modes); token gates pass.
All fresh CI is green for this head: 56 successful checks/statuses and
two intentional skips ([run
36367065119](https://github.com/paperclipai/paperclip/actions/runs/36367065119)).
Greptile is 5/5 with no new findings. Grok already inherits the shared
`approve-all` default, so unattended setup requires no manual permission
change.

Runtime head `bb5a9307991f1ac567b781970ef11b39d518e19b` fixes a final
staging continuation failure before provider startup: explicit
replacement archived the old harness but left its failover backups
active, which caused `runner_harness_state_mismatch`. The regression
fails before the fix and passes after it; all eight adjacent
recovery-safety cases also pass. Old backups remain inspectable inside
the continuity archive. All fresh CI is green at this head ([run
36360839248](https://github.com/paperclipai/paperclip/actions/runs/36360839248)),
with a 5/5 review. One unrelated Cursor test timed out in the initial
server shard; the same-commit failed-job rerun passed, and both attempts
are retained. Staging deployment is confirmed healthy on this revision.
The controller image is
`ghcr.io/paperclipai/paperclip@sha256:6ad91c487910ccd2596ff7aed0a3a3ea5233d12b51b83cd6e1402237749b9673`.
The final browser-created staging task passed on this exact revision
with API authentication: context read → structured human question →
controller restart → answer submission → same native provider session
resumed → document saved → task Done. The two turns took approximately
119s and 77s. The actual write receipt was applied, and the saved
document has exactly one revision containing the selected answer and
requested marker. Usage and cost were not reported. [Controller image
build](https://github.com/paperclipai/paperclip/actions/runs/36360889243).

- Previous integration head `a44f7dbb6b6f77cd9ed893756ca453307f281e5f`:
all CI green (53 successful checks/statuses, two intentional skips),
including repository typecheck/build/tests, native Runner tests, browser
shards, and canary installation checks. [CI run
36358672529](https://github.com/paperclipai/paperclip/actions/runs/36358672529).
Greptile is 5/5 with no unresolved findings.
- Focused checks cover Grok credentials, executable admission, launcher
assets, provider-pack paths/permissions, workflow contracts, setup
defaults, CLI authorization, and subscription conflict recovery. All 39
protocol definitions validate. Final integration checks pass 124
catalog/evidence/cache tests and nine project-form tests; token gates
pass. Some local dependency checks could not load the stale installed
dependency tree; the corresponding fresh EC2 checks pass.
- Clean public npm installation passed on EC2 at
`8b172ebcf8e02e30662d830c00f3961e3bd459ec` ([run
36164964900](https://github.com/paperclipai/paperclip/actions/runs/36164964900)):
17 unified-version packages, lifecycle scripts enabled, built-in
launcher present, no separate Grok package or npm-downloaded binary,
missing prerequisite rejected, separately provisioned native executable
and command lease verified. No credentials or inference were used.
Subsequent changes preserve this npm asset layout.
- The immutable Daytona prerequisite image is
`ghcr.io/paperclipai/paperclip-daytona-runner@sha256:98957d5be0ac774d086b6402b5849e8e6356fec70fb8c09fca6eb4ed6de918e0`,
built from `5a2db471f3ddabe77f9f80e76ed27f996cb97fba`. The previous
Cloud controller image was
`ghcr.io/paperclipai/paperclip@sha256:fd914e1ab1e45f741e8e078ff452d16f082d7ac05f9b4b3506d3a3c64150d204`,
built from `a44f7dbb6b6f77cd9ed893756ca453307f281e5f`; it is superseded
by the latest image above. Its EC2 build verified provider-pack access
under an unrelated unprivileged UID.
- Browser staging at `40f898bc4cba73c1dff4e6344a3983ba0fb247ef` passed
full Grok onboarding with the correct `grok-4.7` model, saved credential
delivery, and pinned Daytona execution. A browser-created task read
context and asked the structured human question. After a controller
restart, answering the persisted question resumed the same native
provider session, saved the requested document, and completed the task.
Actual tool outcomes and durable state agree: one question and one
document revision. The two successful turns took 42.7s and 63.1s; usage
and cost were not reported.
- Restricted policy returned the expected `approval_required` outcome.
Functional staging tests explicitly selected `approve-all`; controller
authorization and governed approvals remain enforced. Temporary board
CLI access was revoked and verified rejected (HTTP 401), and the
disposable onboarding agent was paused.

Failures remain retained: the pre-fix continuation failure (its task
remains blocked; the passing final task is fresh), the original Cloud
provider-pack permission failure, the expected restricted-policy denial,
the superseded npm staging failure, and an earlier monolithic CI
infrastructure timeout. Browser CI exposed a project alias/form race;
the final stack uses master's stronger draft-preservation fix and all
browser shards pass. Historical full subscription/API protocol and
Product rosters retain their original source revisions and do not
qualify this packaging revision. No local Docker or Rust build was used.

## Risks

The branch includes master’s draft-preservation fix for project URL
aliases. It keeps the same project’s edit form mounted and clears prior
data when the project or company changes.

Custom sandboxes and local execution hosts must provision the pinned
binary before Grok starts. Missing, changed, unsupported-platform, and
symlinked executables fail admission. The new builtin profile cannot
resume sessions created with the former private-package profile.
Existing Claude/Codex npm bridge profiles retain their package pins.
Grok restricted modes preserve the selected policy but cannot
automatically admit Paperclip calls: ACP permission metadata does not
independently bind tool authority, so those calls stop with
`approval_required`. New Grok configurations default to `approve-all`,
including API configurations that omit the mode. Existing explicitly
restricted configurations remain restricted; controller authorization
and governed approvals remain enforced.

## Model Used

OpenAI GPT-6 through Codex, with tool use and code execution. The exact
serving 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 `#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
- [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
- [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: Paperclip <noreply@paperclip.ing>
2026-09-28 14:54:44 -05:00
2026-03-07 02:57:28 +09:00

Paperclip is the app people use to manage AI agents for work.

Quickstart · Docs · GitHub · Discord · Twitter · Website

MIT License Stars Star History Rank Discord



Paperclip is the app people use to manage AI agents for work.

Open-source orchestration for teams of AI agents.

If OpenClaw is an employee, Paperclip is the company.

Paperclip is a Node.js server and React UI that orchestrates a team of AI agents to run a business. Bring your own agents, assign goals, and track work and costs from one dashboard.

It looks like a task manager. Under the hood: org charts, budgets, governance, goal alignment, and agent coordination.

Manage business goals, not pull requests.

Step Example
01 Define the goal "Build the #1 AI note-taking app to $1M MRR."
02 Hire the team CEO, CTO, engineers, designers, marketers — any bot, any provider.
03 Approve and run Review strategy. Set budgets. Hit go. Monitor from the dashboard.

Works
with
OpenClaw
OpenClaw
Claude
Claude Code
Codex
Codex
Cursor
Cursor
Bash
Bash
HTTP
HTTP

If it can receive a heartbeat, it's hired.


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.

The four pillars of Paperclip
Pillar Built for What it covers
Agentic Task Manager — Declare intent. Agents work. You verify the output. Everyone, daily Tasks, approvals & review gates · proactive agent coworkers · auditable routines & workflows · verify from diffs, screenshots & tests
Org Chart for Agents — Roles, permissions & boundaries for humans and agents. Managers Mixed human + agent org chart · responsibilities, delegation, specialization · governance: who can do what · scoped secrets & company boundaries
Agent Employee Training — Design, train & evaluate your AI employees. Enablers Skill Studio & shared org-wide skills · evals & saved test runs · active learning loops & quality metrics · performance reviews for agents
Agentic OS — The infrastructure that makes the work run. IT & platform Cross-provider runtime: any model, any agent · sandboxing, integrations & MCP servers · SSO, GRC, RBAC & cost controls · data privacy, internal trace collection, compounding data value

Features

🔌 Bring Your Own Agent

Any agent, any runtime, one org chart. If it can receive a heartbeat, it's hired.

🎯 Goal Alignment

Every task traces back to the organization mission. Agents know what to do and why.

💓 Heartbeats

Agents wake on a schedule, check work, and act. Delegation flows up and down the org chart.

💰 Cost Control

Monthly budgets per agent. When they hit the limit, they stop. No runaway costs.

🏢 Multi-Organization

One deployment, many organizations. Complete data isolation. One control plane for your portfolio.

🎫 Ticket System

Every conversation traced. Every decision explained. Full tool-call tracing and immutable audit log.

🛡️ Governance

Approve hires, override strategy, pause or terminate any agent — at any time.

📊 Org Chart

Hierarchies, roles, reporting lines. Your agents have a boss, a title, and a job description.

📱 Mobile Ready

Monitor and manage your autonomous businesses from anywhere.

Problems Paperclip solves

Without Paperclip With Paperclip
❌ You have 20 Claude Code tabs open and can't track which one does what. On reboot you lose everything. ✅ Tasks are ticket-based, conversations are threaded, sessions persist across reboots.
❌ You manually gather context from several places to remind your bot what you're actually doing. ✅ Context flows from the task up through the project and company goals — your agent always knows what to do and why.
❌ Folders of agent configs are disorganized and you're re-inventing task management, communication, and coordination between agents. ✅ Paperclip gives you org charts, ticketing, delegation, and governance out of the box — so you run a company, not a pile of scripts.
❌ Runaway loops waste hundreds of dollars of tokens and max your quota before you even know what happened. ✅ Cost tracking surfaces token budgets and throttles agents when they're out. Management prioritizes with budgets.
❌ You have recurring jobs (customer support, social, reports) and have to remember to manually kick them off. ✅ Heartbeats handle regular work on a schedule. Management supervises.
❌ You have an idea, you have to find your repo, fire up Claude Code, keep a tab open, and babysit it. ✅ Add a task in Paperclip. Your coding agent works on it until it's done. Management reviews their work.

Why Paperclip is special

Paperclip handles the hard orchestration details correctly.

Atomic execution. Task checkout and budget enforcement are atomic, so no double-work and no runaway spend.
Persistent agent state. Agents resume the same task context across heartbeats instead of restarting from scratch.
Runtime skill injection. Agents can learn Paperclip workflows and project context at runtime, without retraining.
Governance with rollback. Approval gates are enforced, config changes are revisioned, and bad changes can be rolled back safely.
Goal-aware execution. Tasks carry full goal ancestry so agents consistently see the "why," not just a title.
Portable company templates. Export/import orgs, agents, and skills with secret scrubbing and collision handling.
True multi-organization isolation. Every entity is company-scoped, so one deployment can run many companies with separate data and audit trails.

What's Under the Hood

Paperclip is a full control plane, not a wrapper. Before you build any of this yourself, know that it already exists:

┌──────────────────────────────────────────────────────────────┐
│                       PAPERCLIP SERVER                       │
│                                                              │
│  ┌───────────┐  ┌───────────┐  ┌───────────┐  ┌───────────┐  │
│  │Identity & │  │  Work &   │  │ Heartbeat │  │Governance │  │
│  │  Access   │  │   Tasks   │  │ Execution │  │& Approvals│  │
│  └───────────┘  └───────────┘  └───────────┘  └───────────┘  │
│                                                              │
│  ┌───────────┐  ┌───────────┐  ┌───────────┐  ┌───────────┐  │
│  │ Org Chart │  │Workspaces │  │  Plugins  │  │  Budget   │  │
│  │ & Agents  │  │ & Runtime │  │           │  │ & Costs   │  │
│  └───────────┘  └───────────┘  └───────────┘  └───────────┘  │
│                                                              │
│  ┌───────────┐  ┌───────────┐  ┌───────────┐  ┌───────────┐  │
│  │ Routines  │  │ Secrets & │  │ Activity  │  │  Company  │  │
│  │& Schedules│  │  Storage  │  │ & Events  │  │Portability│  │
│  └───────────┘  └───────────┘  └───────────┘  └───────────┘  │
└──────────────────────────────────────────────────────────────┘
         ▲              ▲              ▲              ▲
   ┌─────┴─────┐  ┌─────┴─────┐  ┌─────┴─────┐  ┌─────┴─────┐
   │  Claude   │  │   Codex   │  │   CLI     │  │ HTTP/web  │
   │   Code    │  │           │  │  agents   │  │   bots    │
   └───────────┘  └───────────┘  └───────────┘  └───────────┘

The Systems

Identity & Access — Two deployment modes (trusted local or authenticated), board users, agent API keys, short-lived run JWTs, company memberships, invite flows, and OpenClaw onboarding. Every mutating request is traced to an actor.

Org Chart & Agents — Agents have roles, titles, reporting lines, permissions, and budgets. Adapter examples match the diagram: Claude Code, Codex, CLI agents such as Cursor/Gemini/bash, HTTP/webhook bots such as OpenClaw, and external adapter plugins. If it can receive a heartbeat, it's hired.

Work & Task System — Issues carry company/project/goal/parent links, atomic checkout with execution locks, first-class blocker dependencies, comments, documents, attachments, work products, labels, and inbox state. No double-work, no lost context.

Heartbeat Execution — DB-backed wakeup queue with coalescing, budget checks, workspace resolution, secret injection, skill loading, and adapter invocation. Runs produce structured logs, cost events, session state, and audit trails. Recovery handles orphaned runs automatically.

Workspaces & Runtime — Project workspaces, isolated execution workspaces (git worktrees, operator branches), and runtime services (dev servers, preview URLs). Agents work in the right directory with the right context every time.

Governance & Approvals — Board approval workflows, execution policies with review/approval stages, decision tracking, budget hard-stops, agent pause/resume/terminate, and full audit logging. Nothing ships without your sign-off.

Budget & Cost Control — Token and cost tracking by company, agent, project, goal, issue, provider, and model. Scoped budget policies with warning thresholds and hard stops. Overspend pauses agents and cancels queued work automatically.

Routines & Schedules — Recurring tasks with cron, webhook, and API triggers. Concurrency and catch-up policies. Each routine execution creates a tracked issue and wakes the assigned agent — no manual kick-offs needed.

Plugins — Instance-wide plugin system with out-of-process workers, capability-gated host services, job scheduling, tool exposure, and UI contributions. Extend Paperclip without forking it.

Secrets & Storage — Instance and company secrets, encrypted local storage, provider-backed object storage, attachments, and work products. Sensitive values stay out of prompts unless a scoped run explicitly needs them.

Activity & Events — Mutating actions, heartbeat state changes, cost events, approvals, comments, and work products are recorded as durable activity so operators can audit what happened and why.

Company Portability — Export and import entire organizations — agents, skills, projects, routines, and issues — with secret scrubbing and collision handling. One deployment, many companies, complete data isolation.


What Paperclip is not

Not a chatbot. Agents have jobs, not chat windows.
Not an agent framework. We don't tell you how to build agents. We tell you how to run a company made of them.
Not a workflow builder. No drag-and-drop pipelines. Paperclip models companies — with org charts, goals, budgets, and governance.
Not a prompt manager. Agents bring their own prompts, models, and runtimes. Paperclip manages the organization they work in.
Not a single-agent tool. This is for teams. If you have one agent, you probably don't need Paperclip. If you have twenty — you definitely do.
Not a code review tool. Paperclip orchestrates work, not pull requests. Bring your own review process.

Quickstart

Open source. Self-hosted. No Paperclip account required.

curl -fsSLO https://paperclip.ing/install.sh
curl -fsSLO https://paperclip.ing/install.sh.sha256
if command -v sha256sum >/dev/null 2>&1; then
  sha256sum -c install.sh.sha256
else
  shasum -a 256 -c install.sh.sha256
fi
bash install.sh

The installer ensures Node.js 24.11 or newer is available, installs a managed Paperclip CLI under ~/.paperclip/cli, and starts interactive onboarding. It can also install Paperclip as a background service on supported Linux and macOS systems. The checksum detects transfer or publishing mistakes, but it is served from the same origin as the script; use a release-tag or commit-pinned GitHub copy when you need an independently hosted source.

For a non-interactive managed install:

curl -fsSL https://paperclip.ing/install.sh | bash -s -- --no-prompt --no-onboard
paperclipai onboard --yes

The piped form requires supported Node.js, npm, and npx to already be present. If Node.js bootstrap is required, download and review install.sh before running it so no privileged dependency-install command is accepted through a pipe.

To try Paperclip without installing anything permanently:

npx --registry https://registry.npmjs.org paperclipai onboard --yes

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 doc/CLI.md for credential and reuse behavior.

Troubleshooting: private npm registry .npmrc

If this fails with an E404 for paperclipai (or similar) and you use a private npm registry (for example GitHub Packages) via a global ~/.npmrc, npx may be resolving paperclipai against that private registry instead of the public npm registry.

Diagnostic:

npm config get registry

Workaround (cross-platform; force the public npm registry for this command):

npx --registry https://registry.npmjs.org paperclipai onboard --yes

That quickstart path now defaults to trusted local loopback mode for the fastest first run. To start in authenticated/private mode instead, choose a bind preset explicitly:

paperclipai onboard --yes --bind lan
# or:
paperclipai onboard --yes --bind tailnet

If you already have Paperclip configured, rerunning onboard keeps the existing config in place. Use paperclipai configure to edit settings.

See doc/INSTALLING.md for pinned versions, canary and git-ref installs, updates, rollback, service management, and uninstalling.

Or manually:

git clone https://github.com/paperclipai/paperclip.git
cd paperclip
pnpm install
pnpm dev

This starts the API server at http://localhost:3100. An embedded PostgreSQL database is created automatically — no setup required.

Requirements: Node.js 24.11+, pnpm 9.15+


FAQ

What does a typical setup look like? Locally, a single Node.js process manages an embedded Postgres and local file storage. For production, point it at your own Postgres and deploy however you like. Configure projects, agents, and goals — the agents take care of the rest.

If you're a solo entrepreneur you can use Tailscale to access Paperclip on the go. Then later you can deploy to e.g. Vercel when you need it.

Can I run multiple companies? Yes. A single deployment can run an unlimited number of companies with complete data isolation.

How is Paperclip different from agents like OpenClaw or Claude Code? Paperclip uses those agents. It orchestrates them into a company — with org charts, budgets, goals, governance, and accountability.

Why should I use Paperclip instead of just pointing my OpenClaw to Asana or Trello? Agent orchestration has subtleties in how you coordinate who has work checked out, how to maintain sessions, monitoring costs, establishing governance - Paperclip does this for you.

(Bring-your-own-ticket-system is on the Roadmap)

Do agents run continuously? By default, agents run on scheduled heartbeats and event-based triggers (task assignment, @-mentions). You can also hook in continuous agents like OpenClaw. You bring your agent and Paperclip coordinates.


Development

pnpm dev              # Full dev (API + UI, watch mode)
pnpm dev:once         # Full dev without file watching
pnpm dev:server       # Server only
pnpm dev:mobile       # Serve prebuilt UI on :3101 for phones/tablets (proxies /api → :3100)
pnpm dev:both         # Run `pnpm dev` and `pnpm dev:mobile` together
pnpm build            # Build all
pnpm typecheck        # Type checking
pnpm test             # Cheap default test run (Vitest only)
pnpm test:watch       # Vitest watch mode
pnpm test:e2e         # Playwright browser suite
pnpm db:generate      # Generate DB migration
pnpm db:migrate       # Apply migrations

pnpm test does not run Playwright. Browser suites stay separate and are typically run only when working on those flows or in CI.

See doc/DEVELOPING.md for the full development guide.


Roadmap

  • ✅ Plugin system (e.g. add a knowledge base, custom tracing, queues, etc)
  • ✅ Get OpenClaw / claw-style agent employees
  • ✅ companies.sh - import and export entire organizations
  • ✅ Easy AGENTS.md configurations
  • ✅ Skills Manager, Skill Studio & Skills Store
  • ✅ Scheduled Routines
  • ✅ Better Budgeting
  • ✅ Agent Reviews and Approvals
  • ✅ Multiple Human Users
  • ✅ Cloud / Sandbox agents (e2b, Cloudflare, Daytona, Modal, Novita, self-hosted Kubernetes)
  • ✅ Artifacts & Work Products
  • ✅ Deep Planning (planning mode, revisioned plans, plan approvals)
  • ✅ Enforced Outcomes (watchdogs, recovery actions, review gates)
  • ✅ MCP Tool Gateway & Apps (governed tool access)
  • ✅ Secrets Manager with per-agent access
  • ✅ Activity log & action attribution
  • ✅ Self-healing runs & automatic recovery
  • ✅ Agent evals & feedback
  • ⚪ Memory / Knowledge
  • ⚪ MAXIMIZER MODE
  • ⚪ Work Queues
  • ⚪ Self-Organization
  • ⚪ Automatic Organizational Learning
  • ⚪ CEO Chat
  • 🟡 Cloud deployments (multi-tenant isolation & company Import/Export shipped)
  • ⚪ Desktop App
  • ⚪ Bring-your-own-ticket-system (Asana / Linear / Jira as on-ramps)
  • ⚪ Connected Apps (one-click integrations, e.g. Vercel)

This is the short roadmap preview. See the full roadmap in ROADMAP.md.


Community & Plugins

Find Plugins and more at awesome-paperclip

Observability

Paperclip ships with opt-in OpenTelemetry auto-instrumentation for the server (traces only). It activates when OTEL_EXPORTER_OTLP_ENDPOINT is set and supports grpc, http/protobuf, and http/json via the standard OTEL_EXPORTER_OTLP_PROTOCOL env var. @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


License

MIT © 2026 Paperclip Labs, Inc

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