The open-source app everyone uses to manage agents at work
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Dotta 4d317274ce
feat(channels): add experimental iMessage Photon (#13299)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - Channels connect external conversations to company tasks and agent
execution.
> - Slack, Discord, and AgentMail already provide durable delivery and
access controls.
> - People also need to reach an agent from Apple Messages and send
photos.
> - Photon provides shared Pro DMs, dedicated numbers, and authenticated
event recovery.
> - This pull request connects Photon to the existing channel services.
> - People can message an agent while Paperclip retains task ownership
and approval authority.

## Linked Issues or Issue Description

**Subsystem affected**

Cross-cutting: channel services, shared contracts, database constraints,
Apps, and agent Channels UI.

**Problem or motivation**

Paperclip has no iMessage channel. A person cannot use Apple Messages to
start a task, send a photo, or answer an agent's pending question.

**Proposed solution**

Add experimental **iMessage Photon** with Pro-compatible shared DMs or a
dedicated Photon Cloud number per agent channel. Reuse channel
admission, identity links, task generations, publication, and
interaction continuation. Keep groups disabled for shared allocation.
Dedicated lines support groups that an operator explicitly enables.
Require a fresh linked message and a published agent response before
setup completes.

**Alternatives considered**

Shared allocation has no owned phone number, so it reserves one project
and allows DMs only. Dedicated allocation reserves one stable number.
Local Mac access needs a separate deployment model. The upstream Photon
Chat SDK adapter does not persist the poll mappings and send receipts
required here. This change uses the lower-level SDK without adding
another agent runtime.

**Roadmap alignment**

This extends Connected Apps and agent communication through the existing
channel subsystem. It does not add a parallel tool connection or agent
loop. GitHub searches for Photon and iMessage found no matching provider
implementation.

**Additional context**

This ships behind the existing experimental channel gate. Dedicated-line
release qualification remains incomplete. Real Photon Pro DMs passed
task/reply, native poll, text answers, confirmation rejection, media,
restart, pause, reconnect, revocation, and removal tests. An
operator-supplied iPhone camera HEIC also passed the full round trip.
Dedicated groups remain unqualified. See [the verification
record](doc/connections/IMESSAGE-PHOTON-VERIFICATION.md) and [the
implementation plan](doc/plans/2026-09-11-imessage-photon.md).

## What Changed

- Add the provider catalog entry, shared setup contracts, and a forward
migration. A global partial index reserves the dedicated number or
shared project until its endpoint is archived.
- Add Cloud project inspection, vaulted project credentials,
selected-line token renewal, and a leased receiver. Persist checkpoint
updates under the receiver lease. Shared project replay accepts sparse
increasing sequences only after a complete recovery barrier.
- Connect DMs and enabled groups to existing task generations, sender
authorization, ordered delivery, and publication services. Keep each
iMessage conversation on its task after completion; only explicit `/new`
or `/close` releases the binding. Publish committed inbound comments
live and label their human bubbles “Sent from iMessage” in both
task-chat renderers.
- Persist immutable text/file send identities, upload receipts, poll
IDs, option IDs, per-person drafts, and canonical interaction
continuation proofs.
- Add source-bound file recovery, bounded HEIC/HEIF conversion, JPEG
previews, and related Live Photo companion video retention.
- Add the three-step setup flow and channel management surfaces with
official branding. Preserve the experimental gate and existing
pause/disconnect behavior.
- Add interactive production-component Storybooks for setup, access,
recovery, and ongoing conversations. Add provider, integration, catalog,
and browser regression coverage. Document setup, recovery, supported
boundaries, and qualification gaps.

## Verification

- Live Photon Pro, SDK 2.1.0: linked iPhone messages create a task and
receive native Codex replies in Apple Messages. Unlinked senders cannot
start work.
- Three real follow-ups each reopened the same completed task. Incoming
bubbles appeared on its open page without reload and showed “Sent from
iMessage.” The third follow-up ran after restarting the server on
`4d7222110`; the agent correctly repeated its previous reply from before
the restart.
- Native polls after restart, sequential text drafts, required-field
correction, explicit submission, approval rejection with a required
reason, and native continuation passed against Photon.
- PNG, text documents, synthetic HEIC, and a real iPhone camera HEIC
passed in both directions. The camera photo produced a 3024×4032 JPEG
preview. The native agent described it and returned the received HEIC
byte-for-byte.
- Pause/resume, reconnect, identity revocation, removal, `/status`,
`/new`, `/close`, and stale answers after close passed live. Messages
suppressed by pause did not become work on resume. Removal stopped
intake and removed credential bindings.
- All 304 focused tests passed on `4d7222110`. These cover Photon
unit/integration behavior, both task-chat renderers, live comment
hydration, completed-task continuity after restart, enabled groups,
duplicate delivery, and explicit reset/close. The selected Teams
completion-boundary regression also passed. Full workspace
typecheck/build and token gates passed for the conversation fix; the
final UI changes passed their affected typecheck/build and tests.
- All 26 new Photon Storybook Playwright cases passed in light and dark
themes, including the complete shared-DM setup journey and 390px mobile
follow-ups. UI typecheck and the Storybook build passed. These stories
use simulated Photon responses and do not replace the live evidence
above.
- The full chat-adapters browser suite previously passed all 39 cases.
Migration checks passed, and migration 0275 applied to the isolated live
instance with the earlier Photon migration already applied.
- The local full Vitest run was previously interrupted by the host's
embedded-Postgres shared-memory limit; it is not a full-suite pass. All
30 applicable CI checks passed on preceding head `7a5419cac`, with two
skipped checks and Greptile 5/5. Head `24f8e1aae` adds an explicit
required-story discovery guard to the 26 passing Storybook cases.
Greptile rates this final head 5/5 with no unresolved review threads.
All 30 applicable CI checks passed, with two optional checks skipped.
- A repeated live send key suppressed the duplicate but returned gRPC 6
/ SDK `internalError` without an original receipt. Paperclip keeps
unknown delivery unresolved. This provider behavior is covered by a
regression test.
- See [the verification
record](doc/connections/IMESSAGE-PHOTON-VERIFICATION.md) for package
versions, redacted live evidence, deterministic coverage, and remaining
qualification gaps.

## Risks

- Dedicated group qualification remains unrun; groups are disabled for
the approved Pro scope. Real iPhone camera HEIC passed transport,
preview generation, agent inspection, and return. Keep the channel
experimental; the dedicated-line release matrix remains incomplete.
- Shared recovery and attachment aliases were verified against the live
gateway. Duplicate writes currently return an error without the original
receipt; unresolved sends require operator resolution. The
implementation fails visibly on invalid replay ordering, a reset cursor,
or changed identity.
- The HEIF converter passed on macOS arm64 and in Linux CI. Windows HEIF
binaries have not been executed in this work. Linux musl has no packaged
converter. Unsupported conversion retains the original and reports the
missing preview.
- The migration adds a global reservation across companies for Photon
numbers and shared projects. Paused and revoked endpoints keep that
reservation until removal.
- Integration touches shared channel services. Existing provider browser
coverage passes; broad repository verification is recorded above.
- `pnpm-lock.yaml` is intentionally excluded under repository policy.
The repository bot owns lockfile updates. The additional Superagent
supply-chain scan is neutral/inconclusive because these new dependencies
are not yet in the committed lockfile. Its security scan passed; all
required CI checks pass.

## Model Used

OpenAI Codex, GPT-6 family, with reasoning, repository inspection, code
execution, browser testing, and tool use. The exact served model
identifier and context-window size are not exposed in this session. No
sub-agents were used.

## 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>
2026-09-12 15:23:50 -05:00
.agents/skills
…
.claude Rebuild the onboarding agent arc on the prototype's step design (#11905) 2026-08-21 16:41:53 -07:00
.codex/agents
…
.github fix(ci): reuse one available Cloud registry cache (#13334) 2026-09-12 13:20:18 -07:00
cli
…
design/pap-14557-monitor-visibility
…
doc feat(channels): add experimental iMessage Photon (#13299) 2026-09-12 15:23:50 -05:00
docker fix(paperclip-runner): bump claude-agent-acp pin to 0.73.0 (#13162) 2026-09-10 11:35:33 -07:00
docs fix: reuse saved model connections during agent setup (#13161) 2026-09-10 12:57:53 -05:00
evals feat(mcp) [split 8/8]: add e2e coverage and operator docs (#9563) 2026-07-14 15:48:57 -05:00
packages feat(channels): add experimental iMessage Photon (#13299) 2026-09-12 15:23:50 -05:00
patches fix(paperclip-runner): bump claude-agent-acp pin to 0.73.0 (#13162) 2026-09-10 11:35:33 -07:00
releases docs(release): add v2026.831.1 stable notes to master (#12710) 2026-09-01 22:53:44 -07:00
report fix: isolate codex home in worktrees 2026-03-13 11:53:56 -05:00
screenshots feat(ui): NUX rework behind enableConferenceRoomChat experimental flag — capsule onboarding, conference-room chat, unified composer (#8000) 2026-06-11 16:32:55 -05:00
scripts feat(channels): add experimental iMessage Photon (#13299) 2026-09-12 15:23:50 -05:00
server feat(channels): add experimental iMessage Photon (#13299) 2026-09-12 15:23:50 -05:00
skills fix(onboarding): make chief-of-staff hiring reliable (#13317) 2026-09-12 12:59:42 -05:00
skills-releases/paperclip
…
tests feat(channels): add experimental iMessage Photon (#13299) 2026-09-12 15:23:50 -05:00
tools/agent-shim
…
ui feat(channels): add experimental iMessage Photon (#13299) 2026-09-12 15:23:50 -05:00
.dockerignore
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.env.example
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.env.runner-e2e.example
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.gitattributes
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.gitignore
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.mailmap
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.npmrc
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.nvmrc
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AGENTS.md
…
CONTRIBUTING.md
…
DESIGN.md
…
Dockerfile
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LICENSE
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README.md
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ROADMAP.md
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SECURITY.md
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adapter-plugin.md
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package.json
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pnpm-lock.yaml
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pnpm-workspace.yaml
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tsconfig.base.json
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tsconfig.json
…
vitest.config.ts
…

README.md

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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Open source under MIT. Built for people who want to get work done, not babysit agents.