Karpathy LLM Wiki
Astro-Han/karpathy-llm-wiki
A skill your agent uses when building or maintaining a personal LLM-powered knowledge base.
A skill your agent uses when an LLM Wiki operation issue requests an index refresh.
$ npx skills add paperclipai/paperclip --skill index-refresh -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install paperclipai/paperclip index-refresh --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/plugins/plugin-llm-wiki/skills/index-refresh .claude/skills/index-refresh && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "index-refresh" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/plugins/plugin-llm-wiki/skills/index-refresh into .claude/skills/index-refresh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "index-refresh", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/paperclipai/paperclip/tree/master/packages/plugins/plugin-llm-wiki/skills/index-refreshType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add paperclipai/paperclip --skill index-refresh -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install paperclipai/paperclip index-refresh --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/plugins/plugin-llm-wiki/skills/index-refresh .agents/skills/index-refresh && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "index-refresh" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/plugins/plugin-llm-wiki/skills/index-refresh into .agents/skills/index-refresh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "index-refresh", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add paperclipai/paperclip --skill index-refresh -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install paperclipai/paperclip index-refresh --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/plugins/plugin-llm-wiki/skills/index-refresh .cursor/skills/index-refresh && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "index-refresh" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/plugins/plugin-llm-wiki/skills/index-refresh into .cursor/skills/index-refresh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "index-refresh", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/paperclipai/paperclip.git --path packages/plugins/plugin-llm-wiki/skills/index-refresh--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add paperclipai/paperclip --skill index-refresh -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install paperclipai/paperclip index-refresh --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/plugins/plugin-llm-wiki/skills/index-refresh .gemini/skills/index-refresh && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "index-refresh" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/plugins/plugin-llm-wiki/skills/index-refresh into .gemini/skills/index-refresh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "index-refresh", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install paperclipai/paperclip index-refreshInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add paperclipai/paperclip --skill index-refresh -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/plugins/plugin-llm-wiki/skills/index-refresh .github/skills/index-refresh && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "index-refresh" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/plugins/plugin-llm-wiki/skills/index-refresh into .github/skills/index-refresh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "index-refresh", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add paperclipai/paperclip --skill index-refresh -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install paperclipai/paperclip index-refresh --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/plugins/plugin-llm-wiki/skills/index-refresh .opencode/skills/index-refresh && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "index-refresh" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/plugins/plugin-llm-wiki/skills/index-refresh into .opencode/skills/index-refresh/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "index-refresh", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
index-refreshA skill your agent uses when an LLM Wiki operation issue requests an index refresh.
Index Refresh is an agent skill from paperclipai/paperclip. 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.
Its SKILL.md is about 990 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Knowledge Management, covering LLM wikis. The repository describes itself as: The open-source app everyone uses to manage agents at work. The licence is MIT.
9 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 3ec7309. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Index Refresh loads about 994 tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 486 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from paperclipai/paperclip at commit 3ec7309, republished under its MIT licence (© paperclipai). 486 words, ~994 tokens.
.claude/skills/index-refresh/SKILL.md (or your agent's skills folder).Keep wiki/index.md accurate and scannable. The index is the maintainer's first stop for navigation — its quality determines how cheap every subsequent operation becomes.
operationType: "index" (or the index-refresh routine title).wikiId, spaceSlug, and space root. Refresh only that space unless the issue explicitly says this is a multi-space sweep.wiki/index.md as it currently stands.wiki/. wiki/projects/<slug>/standup.md entries are current-state companions for durable wiki/projects/<slug>/index.md pages; index them only as links attached to the matching project entry. Walk wiki/ by category (sources/, projects/, entities/, concepts/, synthesis/, plus any custom subdirectories the wiki schema added).wiki/log.md to spot pages that were created or substantially changed but never made it to the index.- [[<path>]] — <one-line summary>## [YYYY-MM-DD] index-refresh | reconciled
- removed: [[wiki/old-page]] (page deleted)
- added: [[wiki/new-page]] — <summary>wiki/log.md and wiki/index.md themselves. For standalone wiki/projects/<slug>/standup.md without a matching durable project page, add it under Projects and flag it for later durable-page distillation.wiki/papers/ or wiki/runbooks/, keep its index section. Do not collapse to the default five categories.## [YYYY-MM-DD] index-refresh | added=N removed=M
- operation issue: <issue identifier>added=0 removed=0 — still write it so future audits can see the run happened.wiki-lint run.wiki-lint.wiki/index.md. Dates live in the log.Before closing the operation issue:
wiki/index.md matches the actual contents of wiki/ — no missing pages, no dangling entries.wiki/projects/<slug>/standup.md links when standups exist.- [[path]] — <summary>.wiki/log.md has the index-refresh entry with counts (even if the counts are zero).raw/ was modified.wiki_search, wiki_read_page, wiki_write_page (for wiki/index.md and wiki/log.md only). Always include the operation issue's wikiId and spaceSlug.
© paperclipai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in packages/plugins/plugin-llm-wiki/skills/index-refresh of paperclipai/paperclip.
Open the folder on GitHubat commit 3ec7309
Index Refresh next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Index Refresh this skillpaperclipai/paperclip | 99k | — | ~994 | Automated safety check: Pass | MIT | |
| Karpathy LLM WikiAstro-Han/karpathy-llm-wiki | 2.5k | — | ~3.6k | Automated safety check: Pass | MIT | |
| LLM Wikilewislulu/llm-wiki-skill | 655 | — | ~3.7k | Automated safety check: Pass | None | |
| Wiki Builderrohitg00/pro-workflow | 2.9k | — | ~1k | Automated safety check: Pass | None | |
| Codex History IngestAr9av/obsidian-wiki | 3.5k | — | ~2.2k | Automated safety check: Notes | MIT | |
| Arkon Editnduckmink/arkon | 1.5k | — | ~1.6k | Automated safety check: Pass | Custom licence |
Astro-Han/karpathy-llm-wiki
A skill your agent uses when building or maintaining a personal LLM-powered knowledge base.
lewislulu/llm-wiki-skill
Build and maintain a Karpathy-style LLM knowledge base — a self-compiling Obsidian markdown wiki where an Agent ingests raw sources, compiles cross-linked concept/entity/summary pages, answers…
rohitg00/pro-workflow
Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base.
Ar9av/obsidian-wiki
Ingest Codex CLI conversation/session history into Obsidian as distilled knowledge.
nduckmink/arkon
Propose or directly apply edits to Arkon wiki pages, including proposing brand new pages.
dair-ai/dair-academy-plugins
Creates and maintains configurable research wikis: scaffold a folder, add sources, compile pages and indexes, and file query answers back.
paperclipai/paperclip
Scan a Paperclip user's Mine inbox, classify reversible archive candidates, request checkbox confirmation, and archive only accepted selections.
paperclipai/paperclip
Interact with the Paperclip control plane API for task coordination and governance.
paperclipai/paperclip
A skill your agent uses for Paperclip-managed tasks and heartbeats: reading task context, delivering task documents or files, updating completion or blockers, coordinating or delegating work, and…
paperclipai/paperclip
Paperclip UI design system guide for building consistent, reusable frontend components.
paperclipai/paperclip
Publish static HTML pages and asset folders to the Paperclip S3/CloudFront page host.
paperclipai/paperclip
Create new agents in Paperclip with governance-aware hiring.
Categories
A skill your agent uses when an LLM Wiki operation issue requests an index refresh. Index Refresh is an agent skill from paperclipai/paperclip. Use when an LLM Wiki operation issue requests an index refresh.
Index Refresh fits situations like: an LLM Wiki operation issue requests an index refresh; tasks that involve LLM wikis.
Run `npx skills add paperclipai/paperclip --skill index-refresh -a claude-code`. Or copy the skill folder (packages/plugins/plugin-llm-wiki/skills/index-refresh in paperclipai/paperclip) into .claude/skills/index-refresh in your project. Claude Code loads it when a task matches its description.
Run `npx skills add paperclipai/paperclip --skill index-refresh -a codex`. Or copy the skill folder (packages/plugins/plugin-llm-wiki/skills/index-refresh in paperclipai/paperclip) into .agents/skills/index-refresh in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add paperclipai/paperclip --skill index-refresh -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/index-refresh, .gemini/skills/index-refresh, .github/skills/index-refresh and .opencode/skills/index-refresh in your project.
SKILL.md names no scripts, command-line tools or credentials: Index Refresh is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Index Refresh is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 994 tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Index Refresh: Karpathy LLM Wiki (Astro-Han/karpathy-llm-wiki, 2.5k stars), LLM Wiki (lewislulu/llm-wiki-skill, 655 stars), Wiki Builder (rohitg00/pro-workflow, 2.9k stars) and Codex History Ingest (Ar9av/obsidian-wiki, 3.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
paperclipai (a GitHub organization) maintains it in paperclipai/paperclip, which has 99,357 GitHub stars. The repository holds 60 skills in this directory. The repository was last updated on October 10, 2026.
Source: paperclipai/paperclip on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.