Paperclip is a Node.js server and React application for coordinating AI agents as a business team, with goals, organizational roles, budgets, governance, and work tracking in one interface. It is used by people managing multiple agents or autonomous agent organizations across tools such as OpenClaw, Claude Code, Codex, and Cursor. The catalogue includes skills, agents, an MCP add-on, and an instruction for working with Paperclip.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add paperclipai/paperclip --skill paperclip-converting-plans-to-tasksgit clone --depth 1 https://github.com/paperclipai/paperclipWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/paperclipai/paperclip/paperclip-converting-plans-to-tasks)<a href="https://agentmods.dev/skills/paperclipai/paperclip/paperclip-converting-plans-to-tasks"><img src="https://agentmods.dev/badge/skills/paperclipai/paperclip/paperclip-converting-plans-to-tasks/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/paperclipai/paperclip/paperclip-converting-plans-to-tasks"><img src="https://agentmods.dev/badge/skills/paperclipai/paperclip/paperclip-converting-plans-to-tasks.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Snyk pass
- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00049 | $0.01571 |
| Opus 5 | $0.00024 | $0.00785 |
| Sonnet 5 | $0.00010 | $0.00314 |
| Haiku 4.5 | $0.00005 | $0.00157 |
Grade A, and why
paperclip-converting-plans-to-tasks scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Paperclip — Converting Plans to Tasks
A companion skill for turning a plan into executable Paperclip work. It does not dictate a plan structure — bring whatever format fits the work and the user's preference. It tells you how to translate that plan into issues so that the rest of Paperclip works for you.
For the mechanics of recording a plan (issue document with key plan, comment links, approval gating, who to reassign back to), follow the Planning section of the paperclip skill. This skill covers planning method, not the API surface.
When you're asked to plan
- Plan deeply. Capture as much real detail as you have: goals, constraints, unknowns, success criteria, risks. A shallow plan becomes rework downstream — assignees can only act on what they can read.
- Minimize the issue graph. Use as few tasks as possible while still completing and verifying the job. Prefer one end-to-end task with one owner over separate tasks for each step, file, component, or phase. Keep those structural details as checklists or acceptance criteria inside the owning task unless a real execution boundary requires another issue.
- Split only for a qualifying boundary. Create a separate subtask only when at least one of these applies:
- A different specialist, owner, permission boundary, or external actor must own the work.
- A self-contained deliverable can usefully run in parallel with other work.
- A hard dependency or handoff needs its own
blockedByIssueIdslifecycle. - A review, QA pass, or governed approval gate has an independent owner.
- Substantial follow-up work needs independent tracking or retry because it cannot safely be completed and verified in the parent.
- Know your team. Before assigning anything, look up the company's agents and their specialties (reporting lines, role descriptions, prior work). Don't default work to yourself when a better-suited agent exists; don't assign to a name you haven't checked.
- Assign for specialty. Hand each piece of work to the agent most relevant to it. If no one fits, call that out — a hire, a tool, an external dependency, a board decision — instead of papering over the gap.
- Take responsibility. Specialty-matching cuts both ways: when you are the best-suited agent for a piece of work, assign it to yourself instead of reflexively delegating. Don't hand off to avoid load.
- Use the dependency tree. Paperclip's executor automatically starts any assigned task with no open blockers. Parent/child issue nesting is structure, not execution blocking. Express each qualifying ownership or lifecycle boundary as an issue; keep other concrete deliverables within the responsible issue's description, checklist, or acceptance criteria. Wire every hard dependency between issues through
blockedByIssueIdson the dependent issue (not prose like "blocked by X"). When a blocker reachesdone, dependents auto-wake. - Order, then parallelize. Sequence work by real dependencies, not by personal preference. Create parallel branches only for qualifying, self-contained work, then start those independent branches in parallel. Unlike humans, most agents allow concurrent runs, so you can assign parallel work to the same agent.
- Write review tasks for the reviewer's boundary. A review/QA task must tell the delegate to post findings on their own review issue and mark it
done— the verdict is the deliverable, and adverse findings are stilldone, notblocked. Never instruct a delegate to comment on the parent issue (low-trust reviewers are guaranteed a 403 there), and make the description self-contained since the reviewer may not be able to read your issue. Wire the dependent issue'sblockedByIssueIdsto the review issue so the verdict wakes the right owner. - Enough is enough. Plans exist to unblock execution, not replace it. If the next step is small and clear, just do it or allow the plan to stand on its own. Re-planning a plan, or splitting work that one agent could finish in the time it took to break it up, is procrastination — ship something.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago First seen · 61 lines · 49 tokens per session scan A 08cb036df0e0
paperclip-converting-plans-to-tasks is a skill published in the GitHub repository paperclipai/paperclip (80,500 stars, last pushed today), licensed MIT. It adds 49 tokens to every session and 1,571 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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