paperclipai/paperclip

Agent skills in the GitHub repository paperclipai/paperclip, each with its code score out of 100.

The open-source app everyone uses to manage agents at work

Repository score

67 / 100 C

Skills

74

Verified

2

Average skill score

64

GitHub stars

113,267

License

MIT

Open paperclipai/paperclip on GitHub

74 skills in this repository

1. wiki-query

   Use when an LLM Wiki operation issue asks a question. Answer from wiki pages and raw sources with citations, name gaps plainly, and offer to file durable synthesis when the answer…

   Verified82B
2. paperclip-dev-workspace-run-verify-fix

   Run, verify, reseed, and repair Paperclip isolated dev workspace services. Use when asked to start or fix a managed project/worktree service and prove health, login readiness, clo…

   81B
3. terminal-bench-loop

   Run one Terminal-Bench task through a bounded Paperclip smoke/diagnosis/fix loop. Use when asked to drive Terminal-Bench until it passes, rerun a Terminal-Bench loop, or iterate w…

   Verified81B
4. create-verification-skill

   Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /create-verification-skill, "make a control sk…

   79B
5. wiki-lint

   Use when an LLM Wiki operation issue is a lint or health check. Audit for contradictions, orphans, weak provenance, broken links, missing concept pages, and index/log drift; retur…

   79B
6. check-pr

   Check a GitHub, GitLab, or Perforce PR/MR/CL for review comments, failing checks, and PR-body gaps. Use when asked to inspect, fix, or prepare a change for submission.

   77B
7. paperclip-capsules

   Generate, implement, or review Paperclip capsule visuals. Use for capsule art, agent capsules, heartbeat status capsules, identicons, capsule banks, or brand-usage validation.

   77B
8. paperclip-create-plugin

   Create and develop external Paperclip plugins with the CLI-first workflow. Use when scaffolding a plugin, iterating on a local plugin, installing it into Paperclip, or updating pl…

   77B
9. create-agent-adapter

   Create or modify Paperclip agent adapters across server, UI, and CLI surfaces. Use when adding support for a new CLI agent, API agent, custom process, or adapter package.

   76B
10. reflection-coach

    Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-backed coaching proposals, nev…

    76B
11. paperclip-distill

    Use when an operation issue is a Paperclip cursor-window, distill, or backfill. Turn source-bundled Paperclip activity into wiki-insightful project standups, durable project pages…

    75B
12. paperclip-page

    Publish static HTML pages and asset folders to the Paperclip S3/CloudFront page host. Use when asked to deploy, host, or share a persistent page, viewer, prototype, report, or sta…

    75B
13. pr-gardening

    Discover the pull requests this Paperclip instance opened (never community contributions), report what each is for and how confident we are that it is merge-ready, and automatical…

    75B
14. company-creator

    Create agent company packages that conform to agentcompanies/v1. Use when asked to create a company, scaffold an agent team, hire agents, or turn a repo/skills collection into a c…

    74B
15. prepare-mcp-integration

    Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection. Use for new i…

    74B
16. release-announcement

    Write a release announcement — changelog, blog post, in-app note, or social post — that leads with user impact, names the audience, and includes upgrade/migration steps without fi…

    74B
17. wiki-ingest

    Use when an operation issue asks to ingest a captured `raw/` source into the LLM Wiki, or the user says "ingest <slug>". Create durable source, entity, concept, synthesis, index,…

    74B
18. release-changelog-discord-message

    Write the Discord announcement for a stable Paperclip release from the release changelog. Use when a release issue needs a copy-pasteable dotta-voice Discord post or refreshed dis…

    73B
19. deal-with-security-advisory

    Handle confidential GitHub Security Advisory response for Paperclip. Use when coordinating advisory triage, private-fork fixes, CVE/publication steps, and immediate security relea…

    72B
20. wireframe

    Produce low-fidelity black-and-white UI wireframes as SVGs or viewer pages. Use when asked to wireframe, sketch a screen, draft a layout, make a low-fi mockup, or publish wirefram…

    71B
21. index-refresh

    Use when an LLM Wiki operation issue requests an index refresh. Rebuild `wiki/index.md` from the actual wiki tree, reconcile missing/deleted entries, and log counts without editin…

    70B
22. paperclip-create-agent

    Create new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent configs, draft a new agent prompt/c…

    70B
23. verify-paperclip

    Verify Paperclip from a source checkout, published npm install, or existing staging or production stack. Select the environment, data state, version, and platform; drive real UI o…

    70B
24. release

    Coordinate a full Paperclip release across engineering verification, npm, GitHub, smoke testing, and announcement follow-up. Use when leadership asks to ship a release, not merely…

    69C
25. create-issue-interaction-ui

    Add a new Paperclip issue-thread interaction kind end-to-end. Use when repo work introduces or extends interaction cards like request_confirmation, checkbox confirmations, ask_use…

    68C
26. pr-report

    Produce a maintainer-grade PR or contribution report as HTML or Markdown. Use when asked to deeply review a PR, explain a design, compare systems, or prepare a merge recommendatio…

    68C
27. prcheckloop

    Iterate on a GitHub PR until latest-head checks are green or a precise blocker is named. Use when a PR still has failing or pending checks after review fixes, including after grep…

    68C
28. ramp

    Fetch and follow Ramp's published agent playbooks inside Paperclip, with mandatory approval gates for spend, incorporation, cards, account setup, and other financial actions.

    68C
29. doc-maintenance

    Audit README and PRODUCT docs against recent git history for drift and make minimal PR-ready edits. Use when asked to review docs for accuracy, after major feature merges, or on a…

    67C
30. honeycomb-tracing

    Trace Paperclip runs, requests, and full CI suites in Honeycomb. Use to find traces, diagnose latency, design readable and foldable waterfalls, configure opt-in OpenTelemetry, or…

    67C
31. paperclip

    Use for Paperclip-managed tasks and heartbeats: reading task context, delivering task documents or files, updating completion or blockers, coordinating or delegating work, and fol…

    67C
32. prepare-paperclip-pr

    Prepare a Paperclip branch for PR with commits, template body, and checks.

    67C
33. qa-acceptance

    Produce QA acceptance criteria and a manual validation plan for a feature change — golden path, edge cases, error states, performance limits, and explicit pass/fail evidence.

    67C
34. github-pr-workflow

    Prepare a GitHub pull request from a feature branch — branch hygiene, commit shape, title/body, verification notes, screenshots for UI work, and replies to review comments.

    66C
35. create-runner-adapter

    Add a new harness/provider integration to native Paperclip Runner, from requirements and protocol research through implementation, packaging, and real end-to-end acceptance. Use f…

    65C
36. maintain-verification-skill

    Keep a project's verification skill and product/agent access maps aligned with current source and real evidence. Use for /maintain-verification-skill, auditing the verify skill, o…

    65C
37. release-changelog

    Generate the stable Paperclip release changelog at releases/vYYYY.MDD.P.md by reading commits, changesets, and merged PR context since the last stable tag.

    65C
38. agent-browser

    Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms — for verification tasks, not unattend…

    64C
39. create-external-bot-integration

    Build and qualify external bots such as Dot in Paperclip. Use for two-way work, invitation, identity, wakeup, Runner lifecycle, native tools, recovery, and Cloud delivery. CLI ada…

    64C
40. create-paperclip-bundled-skill

    Turn an idea, tweet, or task into a skill in the Paperclip skills catalog (packages/skills-catalog). Use when asked to FIND or MAKE a skill and publish it as a bundled/optional ca…

    64C
41. directions-lab

    Scaffold a directions lab that shows shipped UI (Today) beside 2-3 design directions, with surface tabs, theme and animation toggles and the V1 MVP hover motion, registered in des…

    63C
42. garden-inbox

    Scan a Paperclip user's Mine inbox, classify reversible archive candidates, request checkbox confirmation, and archive only accepted selections. Use when asked to garden, clean up…

    63C
43. summarize-status

    Write a short, colloquial summary for a Paperclip summary slot: open with the 1–3 specific, concrete actions the reader needs to take right now to unblock the work, then a brief p…

    63C
44. design-guide

    Paperclip UI design system guide for building consistent, reusable frontend components. Use when creating new UI components, modifying existing ones, adding pages or features to t…

    61C
45. first-task

    Guide the user's first Paperclip task when its description invokes /first-task. Interpret the opening answer, clarify their goal, propose a plan or a single task, and wait for app…

    61C
46. fix-failed-paperclip-run

    Diagnose and fix failed, stuck, slow, or incorrectly blocked Paperclip tasks and runs. Use with a task/run URL or failure report to trace the root cause, prove a regression red th…

    60C
47. issue-triage

    Triage Paperclip inbox issues that are stale, blocked, in-review, or assigned-but-not-progressing, and decide a single next action per issue (resume, reassign, unblock, escalate,…

    60C
48. setup-code-maintenance-bot

    Set up a Paperclip agent and routine that applies a selected code-maintenance skill to a repository and opens pull requests. Use for nightly maintenance bots, scheduled code garde…

    60C
49. paperclip-task-bridge

    Create, comment on, update, and list Paperclip tasks from Hermes using scoped Paperclip API credentials.

    59C
50. test-audit

    Garden the test suite by finding and removing redundant, vacuous, or implementation-coupled tests while preserving useful regression coverage. Use for test audits, test pruning, d…

    59C
51. design-critique

    Give a structured product design critique — user job clarity, hierarchy, affordance, error states, accessibility, and consistency — focused on what to change, in what order, and w…

    58C
52. paperclip-board

    Manage a Paperclip company as a board member via chat. Use when the user wants onboarding, company or agent management, approvals, task monitoring, cost oversight, work product re…

    58C
53. paperclip-converting-plans-to-tasks

    Decide whether Paperclip work needs delegation, and connect justified tasks with owners and real dependencies. Use when turning an authorized plan into work.

    58C
54. status-card-query

    Create and maintain agent-authored Paperclip status cards, or compile a prose interest prompt into bounded CompanySearchQuery objects and write the first summary from the assigned…

    58C
55. task-planning

    Write or revise a useful Paperclip plan with a clear outcome and verification. Use when a plan is requested or uncertainty needs resolving before execution.

    58C
56. add-product-e2e-eval

    Add or extend a Paperclip full-stack runner E2E workflow, fixture, matcher, or report evidence path for local or Daytona execution.

    57C
57. fix-slow-queries

    Diagnose and fix slow Paperclip PostgreSQL queries using Cloud and Neon evidence, local reproduction, performance and result comparisons, regression tests, and a PR with passing c…

    57C
58. para-memory-files

    Use a file-based PARA memory system to store, retrieve, and organize durable knowledge across sessions. Trigger on saving facts, daily notes, entity records, weekly synthesis, rec…

    56C
59. diagnose-why-work-stopped

    Compatibility entry point for failed, stalled, looping, or over-recovered Paperclip work. Use fix-failed-paperclip-run for the full diagnosis, regression, repair, real verificatio…

    55C
60. review-my-team

    Review a connected Paperclip team's agents, tasks, blockers and pending approvals when the user asks for a team summary or what needs attention.

    54D
61. follow-up-results

    Find progress or deliverables from earlier Paperclip work and add user-requested feedback with human attribution.

    52D
62. review-storybook

    Review Paperclip stories for a feature or change using the Storybook catalog, production source, and existing browser tests. Report component, mock, interaction, and visual eviden…

    51D
63. suggestion-box

    Quietly suggest a concrete improvement after observing material, generalizable friction in agent work. Submit proactively without permission, preview, or announcement, then contin…

    51D
64. agentmail

    Use your assigned AgentMail inbox to read email tasks, explicitly send or reply, and check delivery. Provided automatically by your inbox assignment.

    50D
65. paperclip-evals

    Choose, inspect, validate, and report Paperclip Runner or Product E2E evaluations while preserving evidence, provenance, cost, and failure classification.

    50D
66. simplified-english

    Write user-facing comments, plans, and documents in ASD-STE100 Simplified Technical English — short, unambiguous sentences with approved words and one meaning each — so readers un…

    50D
67. add-runner-eval

    Add or extend a Paperclip Runner protocol evaluation definition, roster, assertion, or report fixture with provenance and narrow validation.

    49D
68. create-case

    Create and kick off a Paperclip case from a user request, with workflow instructions and an initial agent.

    49D
69. maintain-storybook

    Keep Paperclip stories and their downstream catalog aligned with the feature map and production UI. Use to reconcile story drift, classify prototypes, update fixtures, or maintain…

    49D
70. complain

    Autonomously yeet a brief, unstructured complaint about agent tooling or doing agent work. Preserve the raw voice. Submit proactively without permission, preview, or announcement,…

    48D
71. content-calendar

    Plan a weekly editorial calendar by mapping company goals to publishable topics, owners, status, and verification notes.

    47D
72. slack

    Use the assigned Slack bot from Slack conversations, Paperclip tasks, and routines to read shared discussions and collaborate.

    47D
73. delegate-work

    Delegate user-requested work to an existing Paperclip agent, with a durable task reference and clear execution expectations.

    44D
74. LLM Wiki Maintainer

    Use the LLM Wiki plugin tools to maintain a cited local company wiki.

    39F

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.