paperclip/cli
Dotta 422287eecd
fix: preserve runner recovery, warm sessions, and task outcomes (#13338)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - The native runner connects task messages, provider execution, and
task outcomes.
> - First-time user tests exposed gaps in recovery, completion
permissions, message delivery, and Stop behavior.
> - These gaps left usable output hidden, completed work waiting for
bookkeeping, or safe work unable to continue.
> - This pull request fixes the shared lifecycle and receipt paths while
preserving process ownership and action checks.
> - Users can continue work with accurate task state and durable
messages.

## Linked Issues or Issue Description

**What happened?**

A stopped local Codex execution could remain blocked even after its
processes had stopped and its complete transcript proved that no
external action needed replay. Claude under Conservative permissions
could fail to call task completion tools. Recovery could reuse an
assistant item ID and overwrite prior output. A delivered comment could
remain marked uncertain after navigation. Stop could look like Pause or
a new recovery incident. Workspace contention could look like
cancellation. A direct reply reopening Done could enter a clarification
loop.

**Expected behavior**

Recover automatically only with verified termination and complete action
receipts. Preserve answers and messages. Keep task completion available
under Conservative permissions without broad tool access. Show crashes
as Blocked, actual human decisions as In Review, and ordinary workspace
contention as waiting. Stop the current response and allow a new
direction.

**Steps to reproduce**

1. Create ordinary response tasks with local Codex and Claude Code, then
send follow-up messages through the task composer.
2. Interrupt a disposable local Codex runner during text-only work.
Verify automatic continuation and retained output.
3. Stop a response, send a new request, answer a clarification, and
reopen completed work with another message.
4. Navigate or reload while a comment submission is pending. Confirm the
exact persisted request receipt settles it without removing newer draft
text.
5. Run two tasks in a shared Daytona workspace. Confirm waiting does not
appear as failure.

**Paperclip version or commit**

Initial acceptance baseline: `c9021c6721f91e2c74bd9fee9d3fd41c999d17b7`.
Current integration base: `6cef9743c`. Both operator-interruption and
workspace-waiting guards are preserved; native restart and legacy
permission rules remain documented.

**Deployment mode**

An isolated source-built test-drive instance, with real local Codex and
Claude Code providers and disposable Daytona environments.

Related work: #13314, #13316, #13327, #13344, #13239, #13254, #13163.
This PR addresses additional failures from ordinary task journeys,
including controller restart handoff and repeated warm sandbox setup.
Historical task status reconciliation is excluded.

## What Changed

- Persist runner ownership immediately at spawn and resume an explicitly
adopted runner even when the controller crashed before the first driver
checkpoint. Detach the controller safely across graceful restarts,
including session startup. Prevent an old finalizer from suspending or
signaling an adopted runner. Checkpoint idle warm sessions before
shutdown. Preserve the same run and queued follow-up messages.
- Scope saved legacy queue successor checks to the queue owner while
preserving ordinary task locks, operator identity, assignment gates, and
exactly-once delivery.
- Preserve managed Codex credential files when an old session is
detached for restart; normal owned cleanup still copies refreshed auth
back and removes the scoped copy.
- Reuse the bound warm shared sandbox and fully verify an existing
staged provider pack before using it. This avoids repeated uploads when
the pack is already valid.
- Add a narrow local Codex replacement path with stopped-process proof,
a closed transcript inventory, exact completion receipts, and
fresh-session lineage. Preserve no-replay holds when evidence is
incomplete. Recovery may clear only the same run's recorded Blocked
status version; manual re-blocking and dependency changes invalidate
that receipt, while queued comments do not. Later blocks stop scheduled,
queued, and final dispatch; queued/final checks re-read dependencies
even when the task status stays In Progress.
- Permit only task delivery and human-input tools through the isolated
Claude runner's exact task bridge.
- Scope assistant item identity to the provider turn and ignore only
authority-free Codex skill-change notifications during startup.
- Reconcile composer submissions by client request ID across response
loss, navigation, and reload. Retain text typed during delivery.
- Keep acknowledged run-only Stop neutral and show workspace contention
as waiting. Project exhausted native failures as Blocked.
- Restore the guarded task-page retry action for failed legacy runs,
including the server-supported explicit new-attempt path for stopped
conversation adapters. Preserve native/process recovery holds and avoid
promising Retry while a decision or execution gate hides it.
- Refresh delivered artifacts and handle direct user replies that reopen
completed work without a clarification loop.
- Check the embedded PostgreSQL PID, data directory, and actual port
before connecting or migrating.
- Document accepted behavior and add focused regressions at lifecycle,
route, transcript, and UI boundaries.

## Verification

- Final head `fece606ac2` passes the complete GitHub CI matrix: **34
green checks, two expected Storybook skips, no failures or pending
checks**, including `ci / verify`, `ci / e2e`, full runner verification,
typecheck, build, every server/workspace shard, and all browser shards.
[CI
run](https://github.com/paperclipai/paperclip/actions/runs/34727183287).
Greptile is **5/5 with no open findings**. The final two commits only
refine test fixtures; both affected suites pass 24/24 locally and in CI,
with server typecheck green.
- Complete local Vitest coverage uses the canonical groups/shards: all
635 general server suites, all 145 serialized suites, and all workspace
packages. The aggregate began on `0a8001c18` while the final queue fix
arrived: 23,903 passed, five failed, 87 skipped. The five
port/socket/timing failures passed unchanged in follow-ups (60 tests in
the exposure/file suites and 412 tests covering the serialized failures
and unrun tails). The final queue/operator-identity suites separately
passed 52/52. This is aggregate coverage plus explicit reruns, not a
pristine single-command final-head run.
- After integration with current master,
queue/operator-identity/continuation suites passed 162/162 and affected
UI suites passed 140/140. ACP Stop/continuation and legacy
task/Inbox/message browser suites passed 9/9, including both task
recovery Retry and thread Try again, automatic saved-message delivery,
exactly one new run, Done, and retained output after reload. The default
process Stop/Pause/Resume browser case passed (the native-provider case
is opt-in and skipped by default). The complete Board attachment/receipt
browser suite passed 11/11 on a disposable instance, covering both
composers, exact receipts after lost responses, no replay, bound
attachments, and newer drafts after reload.
- Blocking-intent regressions cover pre-existing Blocked, a mismatched
run/cause, an explicit manual re-block, changed dependencies, a queued
comment after failure, and a block arriving between scheduling and
provider dispatch. The negative cases reproduced before the fix. All 478
affected executor/recovery/dispatch tests passed; both database suites
ran separately after availability-probe skips in the first combined
command. The final late-dependency check passed all 143 affected
recovery/dispatch tests (zero skips) after two new negative cases
reproduced the bug.
- Focused runtime regressions cover awaited runner ownership
publication, authenticated adoption before the first checkpoint,
old-finalizer detachment, idle and busy warm-session shutdown, rejected
checkpoint propagation, provider-pack verification, and managed-Codex
credential preservation. Four managed credential detachment cases
reproduced the bug before the fix; normal owned cleanup still succeeds
exactly once.
- Live local Claude: SIGKILL 2.6 seconds into startup recovered the same
run automatically in 53 seconds, then a normal follow-up completed in 24
seconds. SIGTERM 2.5 seconds into startup preserved the same run (54
seconds) and its queued follow-up (21 seconds). Answers remained visible
and the task reached Done.
- Live Claude Daytona: a warm follow-up retained its sandbox and fell
from 121 seconds to 44 seconds. A separate cold turn took 127 seconds;
after controller shutdown and checkpointing, its follow-up completed in
33 seconds with the same sandbox, workspace, native session, and runner.
Both answers remained visible and the task was Done.
- Other live journeys covered task completion and follow-up with local
and Daytona Codex, local Codex crash recovery, Stop then new direction,
clarification response, live artifact refresh, and shared-workspace
waiting.
- Validation limits: the opt-in native composer Stop/Pause→subtree
Resume fixture exposes terminal/result ordering and subtree-cancellation
attribution bugs that can leave a child task blocked; that new finding
is assigned to a separate follow-up and is not claimed fixed here.
Default CI skips this optional native-provider fixture. Managed-Codex
credential handoff and the queue-agent integration use automated
regression evidence. Cold custom provider-pack uploads still add startup
latency.

## Risks

- Automatic replacement remains deliberately narrow: local Codex,
verified stopped identities, unchanged retained state, and a complete
text/completion-only turn. Unknown actions, partial history, or changed
ownership remain blocked.
- Claude completion permission handling changes an upstream package
patch. The exact isolated task bridge must remain pinned; unrelated
tools keep their existing permissions.
- New task failure projection changes user-visible status. No historical
status backfill or database migration is included.
- This is a broad lifecycle fix across server and UI. Live proof covers
graceful local Claude restart during startup and idle Claude Daytona
session recovery across controller shutdown. Live abrupt SIGKILL during
local Claude startup also recovered the same run. Unknown ownership or
missing action evidence still blocks reuse. Cold custom provider-pack
uploads still add startup latency; this change avoids unnecessary repeat
uploads.

## Model Used

OpenAI GPT-6 (Codex), with reasoning, code execution, browser
automation, and tool use. The exact hosted model ID and context window
are not exposed in this task.

## 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 19:41:15 -05:00
..
src fix: preserve runner recovery, warm sessions, and task outcomes (#13338) 2026-09-12 19:41:15 -05:00
CHANGELOG.md chore: release v0.3.1 2026-03-12 13:09:22 -05:00
README.md fix(build): enforce Node 24 across Paperclip (#11792) 2026-08-21 10:17:52 -07:00
esbuild.config.mjs fix(build): enforce Node 24 across Paperclip (#11792) 2026-08-21 10:17:52 -07:00
package.json build(deps-dev): bump typescript from 5.9.3 to 7.0.2 (#11880) 2026-08-25 14:49:05 -07:00
tsconfig.json feat(connections): connect services from native task feeds (#13058) 2026-09-08 15:55:26 -05:00
vitest.config.ts feat(cli): add client commands and home-based local runtime defaults 2026-02-20 07:10:58 -06:00

README.md

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

Quickstart · Docs · GitHub · Discord · Twitter · Website

MIT License Stars 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

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

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 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.


Importing & Exporting Companies

Export a company to a portable package and import it into any other instance — local or cloud — from a local path or GitHub:

paperclipai company export <company-id> --out ./my-export
paperclipai company import ./my-export --dry-run
paperclipai company import org/repo --target new

The board UI has matching Export and Import pages in company settings: the Export page shows a fidelity panel listing what the bundle will not carry, and the Import page starts imported agents and routines paused by default, with a post-import activation step. See the Importing & Exporting guide for details.

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
  • Scheduled Routines
  • Better Budgeting
  • Agent Reviews and Approvals
  • Multiple Human Users
  • Cloud / Sandbox agents (e.g. Cursor / e2b / Novita agents)
  • Artifacts & Work Products
  • Memory / Knowledge
  • Enforced Outcomes
  • MAXIMIZER MODE
  • Deep Planning
  • Work Queues
  • Self-Organization
  • Automatic Organizational Learning
  • CEO Chat
  • Cloud deployments
  • Desktop App

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


Community & Plugins

Find Plugins and more at awesome-paperclip

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.

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.