Agent skill

Llmwiki Ingest

Ingest one source document (or a folder of them) into the llmwiki.

MITAuto-check passedKnowledge Management

Install Llmwiki Ingest

skills CLI

$ npx skills add Pratiyush/llm-wiki --skill llmwiki-ingest -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install Pratiyush/llm-wiki llmwiki-ingest --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/Pratiyush/llm-wiki.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/llmwiki-ingest .claude/skills/llmwiki-ingest && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "llmwiki-ingest" agent skill from https://github.com/Pratiyush/llm-wiki/tree/master/.claude/skills/llmwiki-ingest into .claude/skills/llmwiki-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmwiki-ingest", 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

$skill-installer install https://github.com/Pratiyush/llm-wiki/tree/master/.claude/skills/llmwiki-ingest

Type 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.

skills CLI

$ npx skills add Pratiyush/llm-wiki --skill llmwiki-ingest -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install Pratiyush/llm-wiki llmwiki-ingest --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Pratiyush/llm-wiki.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/llmwiki-ingest .agents/skills/llmwiki-ingest && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "llmwiki-ingest" agent skill from https://github.com/Pratiyush/llm-wiki/tree/master/.claude/skills/llmwiki-ingest into .agents/skills/llmwiki-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmwiki-ingest", 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.

skills CLI

$ npx skills add Pratiyush/llm-wiki --skill llmwiki-ingest -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install Pratiyush/llm-wiki llmwiki-ingest --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Pratiyush/llm-wiki.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/llmwiki-ingest .cursor/skills/llmwiki-ingest && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "llmwiki-ingest" agent skill from https://github.com/Pratiyush/llm-wiki/tree/master/.claude/skills/llmwiki-ingest into .cursor/skills/llmwiki-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmwiki-ingest", 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

$ gemini skills install https://github.com/Pratiyush/llm-wiki.git --path .claude/skills/llmwiki-ingest

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add Pratiyush/llm-wiki --skill llmwiki-ingest -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install Pratiyush/llm-wiki llmwiki-ingest --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Pratiyush/llm-wiki.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/llmwiki-ingest .gemini/skills/llmwiki-ingest && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "llmwiki-ingest" agent skill from https://github.com/Pratiyush/llm-wiki/tree/master/.claude/skills/llmwiki-ingest into .gemini/skills/llmwiki-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmwiki-ingest", 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.

GitHub CLI

$ gh skill install Pratiyush/llm-wiki llmwiki-ingest

Installs 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).

skills CLI

$ npx skills add Pratiyush/llm-wiki --skill llmwiki-ingest -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/Pratiyush/llm-wiki.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/llmwiki-ingest .github/skills/llmwiki-ingest && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "llmwiki-ingest" agent skill from https://github.com/Pratiyush/llm-wiki/tree/master/.claude/skills/llmwiki-ingest into .github/skills/llmwiki-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmwiki-ingest", 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.

skills CLI

$ npx skills add Pratiyush/llm-wiki --skill llmwiki-ingest -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install Pratiyush/llm-wiki llmwiki-ingest --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Pratiyush/llm-wiki.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/llmwiki-ingest .opencode/skills/llmwiki-ingest && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "llmwiki-ingest" agent skill from https://github.com/Pratiyush/llm-wiki/tree/master/.claude/skills/llmwiki-ingest into .opencode/skills/llmwiki-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmwiki-ingest", 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: llmwiki-ingest
GitHub stars: 397
Token cost: ~691 tokens
SKILL.md length: 312 words
Files: 1
Skills in repo: 6
Repo updated: Jun 18, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Ingest one source document (or a folder of them) into the llmwiki.

Works in 6 steps: Writes a wiki/sources/.md summary → Creates/updates entity pages for people,… → Creates/updates concept pages for ideas,… → …
The user drops a new markdown file
SKILL.md covers What this skill does, When to use, Workflow and Session-specific rules, plus 1 more section
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Llmwiki Ingest is an agent skill from Pratiyush/llm-wiki. Ingest one source document (or a folder of them) into the llmwiki. Use when the user drops a new markdown file, PDF, or URL into the wiki and asks you to process it. The user will typically say "ingest this", "add this to the wiki", "process this file into the wiki", or point at a file under raw/.

Its SKILL.md is about 690 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: LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern — implemented and shipped. The licence is MIT.

When your agent uses it

The user drops a new markdown file
URL into the wiki and asks you to process it

Example prompts

“ingest this”
“add this to the wiki”
“process this file into the wiki”
“/llmwiki-ingest”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

Writes a wiki/sources/.md summary
Creates/updates entity pages for people, companies, projects, tools, libraries mentioned
Creates/updates concept pages for ideas, patterns, decisions discussed
Cross-links everything with [[wikilinks]]
Flags contradictions
Updates wiki/index.md, wiki/overview.md, wiki/log.md

What it can do on your machine

Read from SKILL.md and the folder at commit b108889. 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

Llmwiki Ingest loads about 691 tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 312 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~79
When it runs · the whole SKILL.md, loaded when a task matches: ~691

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 Pratiyush/llm-wiki at commit b108889, republished under its MIT licence (© Pratiyush). 312 words, ~691 tokens.

Download SKILL.mdSave it as .claude/skills/llmwiki-ingest/SKILL.md (or your agent's skills folder).

name: llmwiki-ingest
description: Ingest one source document (or a folder of them) into the llmwiki. Use when the user drops a new markdown file, PDF, or URL into the wiki and asks you to process it. The user will typically say "ingest this", "add this to the wiki", "process this file into the wiki", or point at a file under `raw/`.

llmwiki-ingest

What this skill does

Takes a source file (or a folder) and turns it into wiki pages following the Karpathy LLM Wiki pattern:

Writes a wiki/sources/<slug>.md summary
Creates/updates entity pages for people, companies, projects, tools, libraries mentioned
Creates/updates concept pages for ideas, patterns, decisions discussed
Cross-links everything with [[wikilinks]]
Flags contradictions
Updates wiki/index.md, wiki/overview.md, wiki/log.md

When to use

User says "ingest this file", "add this to the wiki", "process this into the wiki"
User runs the /wiki-ingest slash command
User says "sync the wiki" — in that case, the llmwiki-sync skill runs the converter first, then invokes this skill for each new file

Workflow

Follow the Ingest Workflow from the repo's CLAUDE.md exactly:

Read the source file(s) with the Read tool
Read wiki/index.md and wiki/overview.md for context
Write wiki/sources/<slug>.md using the Source Page Format
Update wiki/index.md — new entry under ## Sources
Update wiki/overview.md if substantial new info
Create/update entity pages (wiki/entities/<TitleCase>.md)
Create/update concept pages (wiki/concepts/<TitleCase>.md)
Cross-link with [[wikilinks]] under ## Connections
Flag contradictions under ## Contradictions
Append to wiki/log.md: ## [YYYY-MM-DD] ingest | <title>

Session-specific rules

When the source is under raw/sessions/ (a session transcript converted by the converter):

Trust the frontmatter as authoritative (project, started, model, tools_used, etc.)
Do not copy the ## Conversation section verbatim — use it as raw material to summarise
Create a project entity page at wiki/entities/<ProjectSlug>.md with a ## Sessions list
Extract decisions into wiki/concepts/ — anything the user explicitly locked
Extract tools used — every entry in tools_used is a candidate entity
If is_subagent: true — link to the parent session rather than creating a new project entity

Hard rules

raw/ is immutable. Never modify files there.
No silent overwrites. Conflicting claims go under ## Contradictions.
Every page has a ## Connections section with at least one [[wikilink]].
Frontmatter is authoritative. Always populate title, type, tags, sources, last_updated.

Files

Just SKILL.md in .claude/skills/llmwiki-ingest of Pratiyush/llm-wiki.

Open the folder on GitHubat commit b108889

Compare with similar skills

Llmwiki Ingest 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.

Llmwiki Ingest compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Llmwiki Ingest this skillPratiyush/llm-wiki	397	—	~691	Automated safety check: Pass	MIT	3 mo ago
Wiki Ingestthoreinstein/gemini-obsidian	102	—	~1.2k	Automated safety check: Pass	ISC	2 mo ago
Obsidian Knowledge BuilderMichael-OvO/obsidian-knowledge-agent	205	—	~917	Automated safety check: Pass	MIT	3 mo ago
Wiki NarrateAr9av/obsidian-wiki	3.5k	—	~1.7k	Automated safety check: Pass	MIT	2 days ago
Karpathy LLM WikiAstro-Han/karpathy-llm-wiki	2.5k	—	~3.6k	Automated safety check: Pass	MIT	2 mo ago
LLM Wikilewislulu/llm-wiki-skill	655	—	~3.7k	Automated safety check: Pass	None	5 mo ago

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Questions about Llmwiki Ingest

What does Llmwiki Ingest do?

Ingest one source document (or a folder of them) into the llmwiki. Llmwiki Ingest is an agent skill from Pratiyush/llm-wiki. Ingest one source document (or a folder of them) into the llmwiki.

When should I use Llmwiki Ingest?

Llmwiki Ingest fits situations like: the user drops a new markdown file; URL into the wiki and asks you to process it.

How do I install Llmwiki Ingest in Claude Code?

Run `npx skills add Pratiyush/llm-wiki --skill llmwiki-ingest -a claude-code`. Or copy the skill folder (.claude/skills/llmwiki-ingest in Pratiyush/llm-wiki) into .claude/skills/llmwiki-ingest in your project. Claude Code loads it when a task matches its description.

How do I install Llmwiki Ingest in Codex?

Run `npx skills add Pratiyush/llm-wiki --skill llmwiki-ingest -a codex`. Or copy the skill folder (.claude/skills/llmwiki-ingest in Pratiyush/llm-wiki) into .agents/skills/llmwiki-ingest in your project. Codex loads it when a task matches its description.

Can I use Llmwiki Ingest 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 Pratiyush/llm-wiki --skill llmwiki-ingest -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/llmwiki-ingest, .gemini/skills/llmwiki-ingest, .github/skills/llmwiki-ingest and .opencode/skills/llmwiki-ingest in your project.

What does Llmwiki Ingest need to run?

SKILL.md names no scripts, command-line tools or credentials: Llmwiki Ingest is instructions for the agent only.

Does Llmwiki Ingest 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 Llmwiki Ingest 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 Llmwiki Ingest use?

Llmwiki Ingest 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 Llmwiki Ingest use?

About 691 tokens (SKILL.md is roughly 2.8k 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 Llmwiki Ingest?

Skills that share tags, products or a category with Llmwiki Ingest: Wiki Ingest (thoreinstein/gemini-obsidian, 102 stars), Obsidian Knowledge Builder (Michael-OvO/obsidian-knowledge-agent, 205 stars), Wiki Narrate (Ar9av/obsidian-wiki, 3.5k stars) and Karpathy LLM Wiki (Astro-Han/karpathy-llm-wiki, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Llmwiki Ingest?

Pratiyush (a GitHub user) maintains it in Pratiyush/llm-wiki, which has 397 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on June 18, 2026.

Source: Pratiyush/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.

Llmwiki Ingest

Install Llmwiki Ingest

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

llmwiki-ingest

What this skill does

When to use

Workflow

Session-specific rules

Hard rules

Files

Compare with similar skills

Similar skills

Wiki Ingest

Obsidian Knowledge Builder

Wiki Narrate

Karpathy LLM Wiki

LLM Wiki

Wiki Builder

More from Pratiyush/llm-wiki

Llmwiki Query

Llmwiki Sync

Project Maintainer

Self Learn

Wiki All

Questions about Llmwiki Ingest

Install Llmwiki Ingest

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

llmwiki-ingest

What this skill does

When to use

Workflow

Session-specific rules

Hard rules

Files

Compare with similar skills

Similar skills

More from Pratiyush/llm-wiki

Related

Questions about Llmwiki Ingest