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mcp/skillhub

Agent Skill

Index Refresh skill

index-refreshpaperclipai/paperclippackages/plugins/plugin-llm-wiki/skills/index-refresh/SKILL.md

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 editing page bodies.

106kMIT

always on

43 tokname + description

once used

901 tokSKILL.md body

bundled files

0

repo stars

106kGitHub

Install the Index Refresh skill

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

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

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/index-refresh ~/.claude/skills/index-refresh

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 description43 tok
When the agent uses itThe SKILL.md instructions901 tok
Only if openedNo bundled files—

Until it is used, index-refresh costs about 32× 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.

  • Index Refresh
  • Inputs
  • Workflow
  • What this skill does NOT do
  • Voice
  • Verification
  • Tools

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All skills in this repo
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    Use the LLM Wiki plugin tools to maintain a cited local company wiki.

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  3. add-runner-evalpaperclipai/paperclip

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  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.

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  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.

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    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.

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    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.

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