The open-source app everyone uses to manage agents at work
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Dotta aed4478c81
fix(pr-gardening): scope runs to instance-authored PRs (#10323)
## Thinking Path

> - Paperclip is the open source control plane people use to manage
AI-agent companies
> - Maintainers use the pr-gardening skill to keep referenced pull
requests reviewable and moving toward merge
> - The skill previously treated every recently referenced repository PR
as owned work, including community PRs and stale references
> - That oversized scope caused noisy reports, capped-search failures,
and follow-up actions aimed at PRs this Paperclip instance should not
manage
> - The workflow also stopped at reminders instead of dispatching the
repository's standard PR-preparation process
> - This pull request scopes gardening to the authenticated instance
identity by default and makes exclusions explicit and inspectable
> - The benefit is a smaller, ownership-correct queue that automatically
routes actionable PRs through the established preparation workflow

## Linked Issues or Issue Description

No public issue exists for this maintenance fix, so the bug report is
included inline.

### Pre-submission checklist

- [x] I searched existing open and closed issues and found no duplicate.
- [x] The behavior reproduces on the current `master` branch.
- [x] The behavior originates in Paperclip's repository skill, not an
adapter, provider, or local configuration.

### What happened?

The `pr-gardening` skill included community-authored and stale pull
requests in its actionable candidate set, aborted when issue-to-PR
extraction hit its cap, and only notified assignees rather than
dispatching the standard PR-preparation workflow.

### Expected behavior

By default, gardening should act only on PRs authored by the current
GitHub identity, report excluded community and stale PRs explicitly,
tolerate capped match sets, and dispatch actionable PRs through
`/prepare-paperclip-pr`. Operators should retain explicit overrides for
broader author scopes.

### Steps to reproduce

1. Run Stage A against issue history containing recently referenced PRs
from both the authenticated operator and community contributors.
2. Include an issue whose PR-reference extraction reaches the configured
match cap and an open PR with no activity inside the configured window.
3. Observe that the prior workflow admits non-owned and stale PRs,
aborts on the capped extract, and leaves Stage C at assignee reminders.

### Paperclip version or commit

Reproduced on upstream `master` at
`2568bdecc4577c60d76d58a45c5eaf3dc58f7e13`.

### Deployment mode

Local repository skill execution.

### Installation method

Built from source.

### Agent adapter(s) involved

Not adapter-specific; this is a repository maintenance skill.

### Database mode

Not database-related.

### Access context

Agent execution using the repository's authenticated GitHub CLI
identity.

### Node.js version

Current repository development environment.

### Operating system

Linux.

### Relevant logs or output

Live verification before the fix showed 264 community PRs entering
discovery scope. The corrected discovery retained 54 candidates, all
authored by `cryppadotta`.

### Relevant config

Default author resolution via `gh api user --jq .login`; no secret or
user-specific configuration is included.

### Additional context

The fix retains `--authors` and `--include-community` overrides for
intentionally broader maintenance runs.

### Privacy checklist

- [x] I reviewed all included output and configuration details for
secrets and PII.

## What Changed

- Resolve the default author allowlist from the authenticated `gh`
login, with `--authors` and `--include-community` overrides.
- Default the activity window to 14 days and record community-authored
and stale PRs in explicit dropped lists.
- Preserve capped issue-extract match sets with warnings instead of
aborting discovery.
- Add PR author and a one-line purpose summary to readiness data and
rendered reports.
- Rewrite Stage C to dispatch `/prepare-paperclip-pr` for PRs that need
gardening.
- Expand the focused Node test suite to cover the new scoping,
stale-drop, cap, summary, reporting, and guardrail behavior.

## Verification

- `node --test
.agents/skills/pr-gardening/scripts/pr-gardening.test.mjs` — 15/15
passing, including contributor-controlled Markdown escaping.
- `git diff --check origin/master...HEAD` — clean.
- Live discovery verification excluded 264 community PRs and retained 54
candidates, all authored by `cryppadotta`.

## Risks

- Low-to-moderate behavioral risk: default candidate scope is
intentionally narrower; operators who want community PRs must opt in
with `--include-community` or provide `--authors`.
- The authenticated `gh` login must be available unless an explicit
author override is supplied.
- No database, API, UI, migration, workflow, or dependency-lock changes.

> 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

- OpenAI Codex using GPT-5.4 with reasoning, repository tool use, shell
execution, GitHub CLI access, and focused test execution. The original
implementation commit also records Claude Fable 5 assistance.

## 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>
2026-07-27 09:24:11 -05:00
.agents/skills fix(pr-gardening): scope runs to instance-authored PRs (#10323) 2026-07-27 09:24:11 -05:00
.claude feat(ui): single-source design tokens, visual regression suite, and theme retune (#9134) 2026-07-07 16:22:16 -05:00
.github fix(server): stamp the real build version into images instead of the package.json placeholder (#10257) 2026-07-25 10:06:28 -07:00
cli feat(cli): add --force to company export for non-interactive runs (#10054) 2026-07-22 15:36:54 -07:00
design/pap-14557-monitor-visibility feat: make issue monitors visible across task surfaces (#9783) 2026-07-18 14:39:37 -05:00
doc feat(plugin-sdk): human-attributed issue comments for chat gateway plugins (#10050) 2026-07-22 15:54:46 -07:00
docker docs: add inline comments to docker quickstart compose file (#2431) 2026-07-15 09:39:20 -05:00
docs feat(status-cards): single-message setup drives query and update prompt (#10202) 2026-07-24 14:06:14 -05:00
evals feat(mcp) [split 8/8]: add e2e coverage and operator docs (#9563) 2026-07-14 15:48:57 -05:00
packages fix(adapter-utils): keep sandbox proxy sockets within Linux path limit (#10221) 2026-07-26 10:52:16 -05:00
patches fix(acpx): decouple host proxy spawn cwd from in-sandbox remoteCwd (#10122) 2026-07-23 16:48:52 -07:00
releases docs(release): add v2026.722.0 changelog (#10008) 2026-07-22 10:59:11 -05:00
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 fix(acpx): decouple host proxy spawn cwd from in-sandbox remoteCwd (#10122) 2026-07-23 16:48:52 -07:00
server fix(server): stamp the real build version into images instead of the package.json placeholder (#10257) 2026-07-25 10:06:28 -07:00
skills feat(routines): expose activity gate API (#9438) 2026-07-24 16:47:24 -05:00
tests feat(connections): add v3 schema core (#9958) 2026-07-21 15:16:26 -05:00
tools/agent-shim build(agent-runtime): harness runtime images for sandboxed execution (stage 3/3) (#7934) 2026-06-10 21:10:23 -07:00
ui fix(inbox): hide external object summaries (#10020) 2026-07-25 08:59:44 -05:00
.dockerignore feat: Docker quickstart with Compose, docs, and improved Dockerfile 2026-02-26 10:32:33 -06:00
.env.example feat(mcp) [split 5/8]: integrate adapters and deployment runtime (#9560) 2026-07-14 15:15:43 -05:00
.gitignore chore: ignore materialized Paperclip runtime directory 2026-07-08 17:59:43 -07:00
.mailmap chore: improve worktree tooling and security docs 2026-04-10 22:26:30 -05:00
.npmrc Add project scaffolding and infrastructure config 2026-02-16 13:31:35 -06:00
AGENTS.md feat(ui): single-source design tokens, visual regression suite, and theme retune (#9134) 2026-07-07 16:22:16 -05:00
CONTRIBUTING.md Add telemetry data contract docs (#8886) 2026-07-02 12:38:03 -07:00
DESIGN.md feat(ui): single-source design tokens, visual regression suite, and theme retune (#9134) 2026-07-07 16:22:16 -05:00
Dockerfile fix(server): stamp the real build version into images instead of the package.json placeholder (#10257) 2026-07-25 10:06:28 -07:00
LICENSE Add License 2026-03-07 02:57:28 +09:00
README.md docs: refresh Star History badge and chart (#9945) 2026-07-21 07:09:01 -05:00
ROADMAP.md docs: refresh README roadmap and four pillars (#9922) 2026-07-20 18:00:12 -05:00
SECURITY.md chore: improve worktree tooling and security docs 2026-04-10 22:26:30 -05:00
adapter-plugin.md feat(adapters): external adapter plugin system with dynamic UI parser 2026-04-03 21:11:20 +01:00
package.json Add a feature catalog build artifact derived from the experimental settings schema (#10055) 2026-07-22 18:12:56 -07:00
pnpm-lock.yaml chore(lockfile): refresh pnpm-lock.yaml (#10136) 2026-07-23 18:51:14 -07:00
pnpm-workspace.yaml Add E2B sandbox provider plugin (#4452) 2026-04-25 11:01:11 -07:00
tsconfig.base.json Fix root TypeScript solution config 2026-03-09 14:09:30 -05:00
tsconfig.json feat(mcp) [split 1/8]: add fixture demo servers (#9556) 2026-07-14 12:56:21 -05:00
vitest.config.ts Make ACP the default engine for local adapters (#9238) 2026-07-08 19:05:03 -07:00

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 companies
  • 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 company 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-Company

One deployment, many companies. 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-company 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.

npx paperclipai onboard --yes

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:

npx paperclipai onboard --yes --bind lan
# or:
npx 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.

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 20+, 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 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 & local→cloud sync 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. The @opentelemetry/* 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.

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

Star History

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