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wiki-serve

wiki-serve is a skill for Claude Code from Oshayr/LLM-Wiki. It costs 48 tokens per session (551 once invoked), scanned A, original, MIT.

A local web server that displays a project wiki as a browsable website, with pages, research, chat, editing, AI assistance, and selectable themes.

In plain words
What is it for?
Use it to start or stop the wiki website, browse pages in a browser, research topics, edit content in a split-pane view, and use the AI assistant.
Why use it?
It provides a visual way to read and work on wiki content instead of using only files or command-line queries.

Skill for Claude Code

Written for Claude Code: SessionStart hook event. Also seen: mentions Claude Code.

Part of the llm-wiki plugin — 5 skills, 10 agents shipped together

not rated 49repo 4mo ago A scan 48 tokens original MIT

Good fit Use it to start or stop the wiki website, browse pages in a browser, research topics, edit content in a split-pane view, and use the AI assistant.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/oshayr/llm-wiki/serve
View source ↗ Oshayr/LLM-Wiki
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Oshayr/LLM-Wiki --skill serve
Clone the repo
git clone --depth 1 https://github.com/Oshayr/LLM-Wiki

Made for: Claude Code.

Or install llm-wiki, the plugin that ships this one along with the rest of its 5 skills, 10 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for wiki-serve

README.md
[![agentmods](https://agentmods.dev/badge/skills/oshayr/llm-wiki/serve.svg)](https://agentmods.dev/skills/oshayr/llm-wiki/serve)
Your own site
<a href="https://agentmods.dev/skills/oshayr/llm-wiki/serve"><img src="https://agentmods.dev/badge/skills/oshayr/llm-wiki/serve.svg" alt="Measured on agentmods" height="20"></a>
Per session 48 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 551 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00048 $0.00551
Opus 5 $0.00024 $0.00275
Sonnet 5 $0.00010 $0.00110
Haiku 4.5 $0.00005 $0.00055

Measured 8d ago against content hash edaa2563662b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

wiki-serve scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

The scan reads SKILL.md. This mod also ships 11 executable files (scripts/__init__.py, scripts/chat_manager.py, scripts/markdown_renderer.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/serve/SKILL.md · 62 lines

How it starts

The opening of the file, as written. The whole thing — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Wiki Serve

Launch a local web server that presents the wiki as a browsable, Wikipedia-style website with live background research, integrated chat, and a split-pane editor with AI assist.

Resolve .wiki/ from plugin install scope. Auto-create if missing.

Arguments

  • /wiki-serve — start the server (default port 8420)
  • /wiki-serve stop — stop the running server

Startup

The FastAPI web server only runs when explicitly requested. There are two ways to start it:

Skill-Based Launch

  1. Run the /wiki-serve skill from Claude Code (recommended): 
    /wiki-serve
  2. The server automatically:
    • Installs dependencies if needed
    • Handles page indexing, research workers, and file watching
    • Opens your browser to localhost:8420

Manual Launch

Dependencies are installed automatically by the plugin's SessionStart hook. To start the server manually from the command line:

python path/to/skills/serve/scripts/server.py --wiki-dir .wiki/ --port 8420

Replace path/to with the full path to your LLM-Wiki installation (typically .claude/plugins/llm-wiki).

If dependencies are missing, install manually: pip install -r requirements.txt

Features

  • Page rendering — markdown → HTML with wiki-link transformation, red-link detection
  • Live research — click any red link to trigger background research (stub-first: summary in 30s, full upgrade async)
  • Search — full-text search with autocomplete
  • Split-pane editor — markdown + live preview, markdown toolbar, AI assist bar
  • Page type templates — concept, brainstorming, idea, memory, status, rules, config, skill, plus custom templates from .wiki/templates/
  • Chat — wiki-aware AI assistant in bottom-right panel
  • Research queue — manage, cancel, reorder research tasks
  • Knowledge graph — interactive page relationship visualization
  • Three themes — light, dark, terminal
  • Export — HTML and markdown download

Stop

Kill the server process on port 8420. Either:

  • /wiki-serve stop
  • The server auto-stops when the session ends (daemon process)

Read the full file on GitHub · 62 lines

Files

What ships with it

29 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 62 lines · 48 tokens per session scan A edaa2563662b

Subscribe to this mod's changes

wiki-serve is a skill published in the GitHub repository Oshayr/LLM-Wiki (49 stars, last pushed 4mo ago), licensed MIT. It adds 48 tokens to every session and 551 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Browser automationClaude CodeResearchai-toolsautonomous-agentclaude-code-pluginfastapiknowledge-base
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