Karpathy LLM Wiki
Astro-Han/karpathy-llm-wiki
A skill your agent uses when building or maintaining a personal LLM-powered knowledge base.
将一次高价值回答或阶段性结论回填为 wiki 页面，通常优先沉淀到 inspool-wiki-zh/wiki/synthesis。
Install Inspool
$ npx skills add songzhuozhu/obsidian-llm-wiki --skill inspool -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install songzhuozhu/obsidian-llm-wiki inspool --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/songzhuozhu/obsidian-llm-wiki.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/inspool .claude/skills/inspool && 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 "inspool" agent skill from https://github.com/songzhuozhu/obsidian-llm-wiki/tree/main/.codex/skills/inspool into .claude/skills/inspool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "inspool", 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/songzhuozhu/obsidian-llm-wiki/tree/main/.codex/skills/inspoolType 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 songzhuozhu/obsidian-llm-wiki --skill inspool -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install songzhuozhu/obsidian-llm-wiki inspool --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/songzhuozhu/obsidian-llm-wiki.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/inspool .agents/skills/inspool && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "inspool" agent skill from https://github.com/songzhuozhu/obsidian-llm-wiki/tree/main/.codex/skills/inspool into .agents/skills/inspool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "inspool", 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 songzhuozhu/obsidian-llm-wiki --skill inspool -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install songzhuozhu/obsidian-llm-wiki inspool --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/songzhuozhu/obsidian-llm-wiki.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/inspool .cursor/skills/inspool && 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 "inspool" agent skill from https://github.com/songzhuozhu/obsidian-llm-wiki/tree/main/.codex/skills/inspool into .cursor/skills/inspool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "inspool", 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/songzhuozhu/obsidian-llm-wiki.git --path .codex/skills/inspool--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 songzhuozhu/obsidian-llm-wiki --skill inspool -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install songzhuozhu/obsidian-llm-wiki inspool --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/songzhuozhu/obsidian-llm-wiki.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/inspool .gemini/skills/inspool && 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 "inspool" agent skill from https://github.com/songzhuozhu/obsidian-llm-wiki/tree/main/.codex/skills/inspool into .gemini/skills/inspool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "inspool", 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 songzhuozhu/obsidian-llm-wiki inspoolInstalls 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 songzhuozhu/obsidian-llm-wiki --skill inspool -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/songzhuozhu/obsidian-llm-wiki.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/inspool .github/skills/inspool && 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 "inspool" agent skill from https://github.com/songzhuozhu/obsidian-llm-wiki/tree/main/.codex/skills/inspool into .github/skills/inspool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "inspool", 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 songzhuozhu/obsidian-llm-wiki --skill inspool -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install songzhuozhu/obsidian-llm-wiki inspool --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/songzhuozhu/obsidian-llm-wiki.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/inspool .opencode/skills/inspool && 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 "inspool" agent skill from https://github.com/songzhuozhu/obsidian-llm-wiki/tree/main/.codex/skills/inspool into .opencode/skills/inspool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "inspool", 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.
Facts
- Skill name
inspool- GitHub stars
- 122
- Token cost
- ~166 tokens
- SKILL.md length
- 45 words
- Files
- 1
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- MIT
At a glance
将一次高价值回答或阶段性结论回填为 wiki 页面，通常优先沉淀到 inspool-wiki-zh/wiki/synthesis。
- Works in 8 steps: 读取 inspool-wiki-zh/AGENTS.md → 查看 inspool-wiki-zh/wiki/index.md → 判断这次内容最适合放入哪个目录，通常优先是… → …
- Tasks that involve LLM wikis
- SKILL.md covers 适用场景, 执行步骤 and 写作要求
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Inspool is an agent skill from songzhuozhu/obsidian-llm-wiki. 将一次高价值回答或阶段性结论回填为 wiki 页面，通常优先沉淀到 inspool-wiki-zh/wiki/synthesis。
Its SKILL.md is about 170 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: Turn your LLM into a wiki maintainer. Inspired by Karpathy's LLM Wiki. Built for Obsidian, Claude Code & Codex. | 让 LLM 成为你的 wiki 维护者。受 Karpathy 的 LLM Wiki 启发。面向 Obsidian、Claude… The licence is MIT.
When your agent uses it
- Tasks that involve LLM wikis
Example prompts
- “/inspool”
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- 读取 inspool-wiki-zh/AGENTS.md
- 查看 inspool-wiki-zh/wiki/index.md
- 判断这次内容最适合放入哪个目录，通常优先是 inspool-wiki-zh/wiki/synthesis/
- 创建或更新对应页面
- 为正文补充与现有页面的双链，关键结论优先链接到本地来源页
- 补充或更新 frontmatter 中的 supports、contradicts、related_* 字段
- 更新 inspool-wiki-zh/wiki/index.md
- 在 inspool-wiki-zh/wiki/log.md 中追加一条 query 或 refactor 日志
What it can do on your machine
Read from SKILL.md and the folder at commit f9ddf3c. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
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.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Inspool loads about 166 tokens when it runs. Until then it costs about 18 tokens; SKILL.md has 45 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from songzhuozhu/obsidian-llm-wiki at commit f9ddf3c, republished under its MIT licence (© songzhuozhu). 45 words, ~166 tokens.
Download SKILL.mdSave it as
.claude/skills/inspool/SKILL.md (or your agent's skills folder).- name
- inspool
- description
- 将一次高价值回答或阶段性结论回填为 wiki 页面，通常优先沉淀到 inspool-wiki-zh/wiki/synthesis。
inspool
用于把一次高价值回答沉淀回 wiki，而不是让它消失在聊天记录里。
适用场景
- 一个跨多个来源的比较分析
- 一个阶段性研究结论
- 一个值得长期保存的问答总结
执行步骤
- 读取
inspool-wiki-zh/AGENTS.md - 查看
inspool-wiki-zh/wiki/index.md - 判断这次内容最适合放入哪个目录，通常优先是
inspool-wiki-zh/wiki/synthesis/ - 创建或更新对应页面
- 为正文补充与现有页面的双链，关键结论优先链接到本地来源页
- 补充或更新 frontmatter 中的
supports、contradicts、related_*字段 - 更新
inspool-wiki-zh/wiki/index.md - 在
inspool-wiki-zh/wiki/log.md中追加一条query或refactor日志
写作要求
- 明确区分“事实依据”“综合结论”“推测或开放问题”
- 如果当前内容仍然证据不足，不要包装成“最终结论”
- 不要在正文中大量堆放外部 URL；优先把证据关系落到本地
sources页面
© songzhuozhu, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .codex/skills/inspool of songzhuozhu/obsidian-llm-wiki.
Open the folder on GitHubat commit f9ddf3c
Compare with similar skills
Inspool 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 |
|---|---|---|---|---|---|---|
| Inspool this skillsongzhuozhu/obsidian-llm-wiki | 122 | — | ~166 | 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 |
Similar skills
LLM Wiki
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…
Wiki Builder
rohitg00/pro-workflow
Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base.
Codex History Ingest
Ar9av/obsidian-wiki
Ingest Codex CLI conversation/session history into Obsidian as distilled knowledge.
Arkon Edit
nduckmink/arkon
Propose or directly apply edits to Arkon wiki pages, including proposing brand new pages.
Research Wiki Builder
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.
More from songzhuozhu/obsidian-llm-wiki
Inspool
songzhuozhu/obsidian-llm-wiki
Write a high-value answer or intermediate conclusion back into the wiki, usually under inspool-wiki-en/wiki/synthesis.
Related
Categories
Questions about Inspool
What does Inspool do?
将一次高价值回答或阶段性结论回填为 wiki 页面，通常优先沉淀到 inspool-wiki-zh/wiki/synthesis。. Inspool is an agent skill from songzhuozhu/obsidian-llm-wiki.
When should I use Inspool?
Inspool fits situations like: tasks that involve LLM wikis.
How do I install Inspool in Claude Code?
Run `npx skills add songzhuozhu/obsidian-llm-wiki --skill inspool -a claude-code`. Or copy the skill folder (.codex/skills/inspool in songzhuozhu/obsidian-llm-wiki) into .claude/skills/inspool in your project. Claude Code loads it when a task matches its description.
How do I install Inspool in Codex?
Run `npx skills add songzhuozhu/obsidian-llm-wiki --skill inspool -a codex`. Or copy the skill folder (.codex/skills/inspool in songzhuozhu/obsidian-llm-wiki) into .agents/skills/inspool in your project. Codex loads it when a task matches its description.
Can I use Inspool in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add songzhuozhu/obsidian-llm-wiki --skill inspool -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/inspool, .gemini/skills/inspool, .github/skills/inspool and .opencode/skills/inspool in your project.
What does Inspool need to run?
SKILL.md names no scripts, command-line tools or credentials: Inspool is instructions for the agent only.
Does Inspool access the network?
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.
Is Inspool safe to install?
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.
What licence does Inspool use?
Inspool is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Inspool use?
About 166 tokens (SKILL.md is roughly 664 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Inspool?
Skills that share tags, products or a category with Inspool: 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.
Who maintains Inspool?
songzhuozhu (a GitHub user) maintains it in songzhuozhu/obsidian-llm-wiki, which has 122 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on April 19, 2026.
Source: songzhuozhu/obsidian-llm-wiki on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.