Agent skill

Llmdoc

by TokenRollAI in TokenRollAI/llmdoc

Default V3 operating skill for llmdoc-enabled projects. An agent skill from TokenRollAI/llmdoc.

No licenceAuto-check: notes

Install Llmdoc

skills CLI
$ npx skills add TokenRollAI/llmdoc --skill llmdoc -a claude-code

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

GitHub CLI
$ gh skill install TokenRollAI/llmdoc llmdoc --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/TokenRollAI/llmdoc.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/llmdoc .claude/skills/llmdoc && 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/

Facts

Skill name
llmdoc
GitHub stars
483
Token cost
~1.2k tokens
SKILL.md length
606 words
Files
3 (incl. references)
Skills in repo
5
Repo updated
First seen
Licence
None found

At a glance

Default V3 operating skill for llmdoc-enabled projects. An agent skill from TokenRollAI/llmdoc.

  • SKILL.md covers Retrieval Gate, CLI Invocation, Operating Rules and Reflection Gate, plus 2 more sections
  • Calls npx

What it does

Llmdoc is an agent skill from TokenRollAI/llmdoc. Default V3 operating skill for llmdoc-enabled projects. Route discovery — exploring the codebase, locating a concept or contract, judging the blast radius of a change — through the llmdoc CLI instead of broad file crawling.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/knowledge-topology.md` and `references/startup-config.md`).

The repository describes itself as: TokenRoll LLMDoc for Coding Agent.

Example prompts

  • “/llmdoc”

Requirements

  • Node.js
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, Bash, Write, Edit, WebSearch, WebFetch

What it can do on your machine

Read from SKILL.md and the folder at commit 4f3fb92. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Glob
    • Grep
    • Bash
    • Write
    • Edit
    • WebSearch
    • WebFetch

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • npx

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.

    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

Llmdoc loads about 1.2k tokens when it runs, and up to ~5.7k if it reads all its reference files. Until then it costs about 58 tokens; SKILL.md has 606 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~58
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.7k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Glob, Grep, Bash, Write, Edit, WebSearch, WebFetch

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 606 words (~1,207 tokens).

“Use the CLI to retrieve durable architecture, constraints, and working agreements from V3 llmdoc/ projects. Run commands as npx -y @tokenroll/llmdoc .”

— opening of SKILL.md by TokenRollAI
name
llmdoc
allowed-tools
Read, Glob, Grep, Bash, Write, Edit, WebSearch, WebFetch

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (references) in skills/llmdoc of TokenRollAI/llmdoc.

  • SKILL.md
  • references/knowledge-topology.md
  • references/startup-config.md

Open the folder on GitHubat commit 4f3fb92

Compare with similar skills

Llmdoc 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.

Llmdoc compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Llmdoc this skillTokenRollAI/llmdoc483—~1.2kAutomated safety check: NotesNone
OmniRoute Routing CLIdiegosouzapw/OmniRoute74k1 repos~342Automated safety check: PassMIT
OmniRoute Combo Routingdiegosouzapw/OmniRoute74k—~2.1kAutomated safety check: PassMIT
Intelligence Routeruvnet/ruflo74k—~874Automated safety check: NotesMIT
It Operationsdavila7/claude-code-templates32k1 repos~3.7kAutomated safety check: PassMIT
Sales Enablementcoreyhaines31/marketingskills54k—~5.2kAutomated safety check: PassMIT

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    74k GitHub starsUsed in 1 repo~342 tokens
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  • Intelligence Route

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  • It Operations

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    coreyhaines31/marketingskills

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More from TokenRollAI/llmdoc

  • Init

    TokenRollAI/llmdoc

    Explicit V3 bootstrap for repositories that do not already have valid llmdoc knowledge.

    483 GitHub stars~1.2k tokensUpdated 1 mo ago
    Auto-check passed
  • Prune

    TokenRollAI/llmdoc

    Explicit V3 convergence pass that removes duplicated, fragmented, or low-value reconstructable llmdoc content.

    483 GitHub stars~1.2k tokensUpdated 1 mo ago
    Auto-check passed
  • Update

    TokenRollAI/llmdoc

    Explicit V3 semantic verification and sync of existing llmdoc knowledge against the current repository.

    483 GitHub stars~1.6k tokensUpdated 1 mo ago
    Auto-check passed
  • Upgrade

    TokenRollAI/llmdoc

    Explicit V2 to V3 migration surface. An agent skill from TokenRollAI/llmdoc.

    483 GitHub stars~930 tokensUpdated 1 mo ago
    Auto-check passed

Questions about Llmdoc

What does Llmdoc do?

Default V3 operating skill for llmdoc-enabled projects. An agent skill from TokenRollAI/llmdoc. Llmdoc is an agent skill from TokenRollAI/llmdoc. Default V3 operating skill for llmdoc-enabled projects.

How do I install Llmdoc in Claude Code?

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

How do I install Llmdoc in Codex?

Run `npx skills add TokenRollAI/llmdoc --skill llmdoc -a codex`. Or copy the skill folder (skills/llmdoc in TokenRollAI/llmdoc) into .agents/skills/llmdoc in your project. Codex loads it when a task matches its description.

Can I use Llmdoc 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 TokenRollAI/llmdoc --skill llmdoc -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/llmdoc, .gemini/skills/llmdoc, .github/skills/llmdoc and .opencode/skills/llmdoc in your project.

What does Llmdoc need to run?

Going by SKILL.md and its folder, Llmdoc needs the command-line tools its instructions call (npx). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Glob, Grep, Bash, Write, Edit, WebSearch, WebFetch.

Does Llmdoc access the network?

SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Llmdoc safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Llmdoc use?

No licence was found for Llmdoc or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Llmdoc use?

About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.5k tokens, read only when the agent opens those files.

What are the alternatives to Llmdoc?

Skills that share tags, products or a category with Llmdoc: OmniRoute Routing CLI (diegosouzapw/OmniRoute, 74k stars), OmniRoute Combo Routing (diegosouzapw/OmniRoute, 74k stars), Intelligence Route (ruvnet/ruflo, 74k stars) and It Operations (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Llmdoc?

TokenRollAI (a GitHub organization) maintains it in TokenRollAI/llmdoc, which has 483 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on September 3, 2026.

Source: TokenRollAI/llmdoc on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.