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mcp/skillhub

Agent Skill

Paperclip Distill skill

paperclip-distillpaperclipai/paperclippackages/plugins/plugin-llm-wiki/skills/paperclip-distill/SKILL.md

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, decisions, and history without asset dereferencing.

106kMIT

always on

54 tokname + description

once used

2,525 tokSKILL.md body

bundled files

0

repo stars

106kGitHub

Install the Paperclip Distill skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/paperclipai/paperclip --skill paperclip-distill

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/paperclipai/paperclip.git /tmp/paperclip
mkdir -p ~/.claude/skills
cp -R /tmp/paperclip/packages/plugins/plugin-llm-wiki/skills/paperclip-distill ~/.claude/skills/paperclip-distill

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description54 tok
When the agent uses itThe SKILL.md instructions2,525 tok
Only if openedNo bundled files—

Until it is used, paperclip-distill costs about 25× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 82 skills from paperclipai/paperclip would load 3,485 tokens of descriptions. Skills vs MCP study

Checks

Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Paperclip Distill
  • When this skill is needed
  • Destination space
  • Inputs
  • Paperclip Asset Gate
  • Anti-patterns to avoid
  • Workflow
  • Voice
  • When the bundle has no signal
  • Verification
  • Tools

More skills from paperclipai/paperclip

All skills in this repo
  1. LLM Wiki Maintainerpaperclipai/paperclip

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

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  2. add-product-e2e-evalpaperclipai/paperclip

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

    106k36 tok idle · 955 in use
  3. add-runner-evalpaperclipai/paperclip

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

    106k30 tok idle · 859 in use
  4. agent-browserpaperclipai/paperclip

    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 unattended automation.

    106k40 tok idle · 1,010 in use
  5. agentmailpaperclipai/paperclip

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

    106k30 tok idle · 902 in use
  6. check-prpaperclipai/paperclip

    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.

    106k46 tok idle · 3,781 in use
  7. company-creatorpaperclipai/paperclip

    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 company package.

    106k44 tok idle · 2,626 in use
  8. complainpaperclipai/paperclip

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

    106k43 tok idle · 795 in use