Agent skill

Knowledge Base

by theopenco in theopenco/llmgateway

Write a new LLM Gateway docs Knowledge base page under apps/docs/content/(product)/learn with light and dark dashboard screenshots.

Custom licenceAuto-check passedKnowledge Management

Install Knowledge Base

skills CLI
$ npx skills add theopenco/llmgateway --skill knowledge-base -a claude-code

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

GitHub CLI
$ gh skill install theopenco/llmgateway knowledge-base --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/theopenco/llmgateway.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/knowledge-base .claude/skills/knowledge-base && 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
knowledge-base
GitHub stars
1.7k
Token cost
~1.7k tokens
SKILL.md length
651 words
Files
1
Skills in repo
19
Repo updated
First seen
Licence
Custom licence

At a glance

Write a new LLM Gateway docs Knowledge base page under apps/docs/content/(product)/learn with light and dark dashboard screenshots.

  • Works in 5 steps: Understand the page → Take screenshots → Write the MDX page → …
  • The user asks for a knowledge base page
  • SKILL.md covers Prerequisites, Step 1 — Understand the page, Step 2 — Take screenshots and Step 3 — Write the MDX page, plus 2 more sections
  • Calls pnpm

What it does

Knowledge Base is an agent skill from theopenco/llmgateway. Write a new LLM Gateway docs Knowledge base page under apps/docs/content/(product)/learn with light and dark dashboard screenshots. Use when the user asks for a knowledge base page, KB page, learn page, or documentation for a dashboard or playground page with screenshots.

Its SKILL.md is about 1.7k 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 Knowledge bases and Model routing and gateways. The repository describes itself as: Route, manage, and analyze your LLM requests across multiple providers with a unified API interface.

When your agent uses it

  • The user asks for a knowledge base page
  • Documentation for a dashboard
  • Playground page with screenshots

Example prompts

  • “/knowledge-base”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Understand the page
  2. Take screenshots
  3. Write the MDX page
  4. Register the page
  5. Validate and commit

What it can do on your machine

Read from SKILL.md and the folder at commit 4fd76f3. 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

    Shell commands in SKILL.md call:

    • pnpm

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

  • Network

    Links to these hosts (documentation or services it may open):

    • llmgateway.io

    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

Knowledge Base loads about 1.7k tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 651 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 651 words (~1,703 tokens).

“Write a docs "Knowledge base" page for a dashboard or playground page, take matching light/dark screenshots against local dev, and register the page in the section index.”

— opening of SKILL.md by theopenco, Custom licence
name
knowledge-base

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/knowledge-base of theopenco/llmgateway.

Open the folder on GitHubat commit 4fd76f3

Compare with similar skills

Knowledge Base 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.

Knowledge Base compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Knowledge Base this skilltheopenco/llmgateway1.7k—~1.7kAutomated safety check: PassCustom licence
LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything85k1 repos~1.5kAutomated safety check: PassMIT
Xhs Virtual Productchenjin-cmd/xhs-virtual-product726—~862Automated safety check: PassMIT
OpenkbVectifyAI/OpenKB4.7k1 repos~2kAutomated safety check: WarnApache-2.0
Learn From Materialsdmoshehun-prog/learn-from-materials902—~7.9kAutomated safety check: PassMIT
Onyx CLIonyx-dot-app/onyx32k1 repos~2.6kAutomated safety check: PassCustom licence

Similar skills

  • LLM Wiki Knowledge Graph

    Egonex-AI/Understand-Anything

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    85k GitHub starsUsed in 1 repo~1.5k tokens
    Knowledge ManagementAuto-check passed
  • Xhs Virtual Product

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    This skill helps plan, select, produce, and market Xiaohongshu (RED) virtual/digital products — templates, knowledge bases, test tools, study materials.

    726 GitHub stars~862 tokensUpdated 6 days ago
    Knowledge ManagementAuto-check passed
  • Openkb

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    4.7k GitHub starsUsed in 1 repo~2k tokens
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  • Learn From Materials

    dmoshehun-prog/learn-from-materials

    Turns books, PDFs, slides and web pages into a source-grounded knowledge base and an interactive learning page in English or Chinese, with quizzes, relationship maps and reusable methodology notes.

    902 GitHub stars~7.9k tokensUpdated 6 days ago
    Knowledge ManagementAuto-check passed
  • Onyx CLI

    onyx-dot-app/onyx

    Query the Onyx knowledge base using the onyx-cli command. An agent skill from onyx-dot-app/onyx.

    32k GitHub starsUsed in 1 repo~2.6k tokens
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  • LLM Wiki

    lewislulu/llm-wiki-skill

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  • Model Benchmarks

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  • Skill Authoring

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  • Security Audit

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  • Add Model

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  • Changelog

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Questions about Knowledge Base

What does Knowledge Base do?

Write a new LLM Gateway docs Knowledge base page under apps/docs/content/(product)/learn with light and dark dashboard screenshots. Knowledge Base is an agent skill from theopenco/llmgateway. Write a new LLM Gateway docs Knowledge base page under apps/docs/content/(product)/learn with light and dark dashboard screenshots.

When should I use Knowledge Base?

Knowledge Base fits situations like: the user asks for a knowledge base page; documentation for a dashboard; playground page with screenshots.

How do I install Knowledge Base in Claude Code?

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

How do I install Knowledge Base in Codex?

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

Can I use Knowledge Base 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 theopenco/llmgateway --skill knowledge-base -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/knowledge-base, .gemini/skills/knowledge-base, .github/skills/knowledge-base and .opencode/skills/knowledge-base in your project.

What does Knowledge Base need to run?

Going by SKILL.md and its folder, Knowledge Base needs the command-line tools its instructions call (pnpm).

Does Knowledge Base access the network?

SKILL.md names 1 domain. As links in the text: llmgateway.io. This is read from the text; nothing was executed.

Is Knowledge Base 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 Knowledge Base use?

Knowledge Base has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Knowledge Base use?

About 1.7k tokens (SKILL.md is roughly 6.8k 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 Knowledge Base?

Skills that share tags, products or a category with Knowledge Base: LLM Wiki Knowledge Graph (Egonex-AI/Understand-Anything, 85k stars), Xhs Virtual Product (chenjin-cmd/xhs-virtual-product, 726 stars), Openkb (VectifyAI/OpenKB, 4.7k stars) and Learn From Materials (dmoshehun-prog/learn-from-materials, 902 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Knowledge Base?

theopenco (a GitHub organization) maintains it in theopenco/llmgateway, which has 1,674 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 7, 2026.

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