LLM Wiki Agent is a coding-agent workflow that reads source documents and builds a persistent, interconnected wiki from the extracted knowledge. It is for people who want an agent to maintain a structured knowledge base from materials such as documents, web pages, and data files. The catalogue entries provide commands and instructions for ingesting, querying, checking, and visualizing that wiki.
Borrowing it
Nothing to install: this file belongs to SamurAIGPT/llm-wiki-agent. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/SamurAIGPT/llm-wiki-agent/main/.claude/commands/wiki-ingest.mdgit clone --depth 1 https://github.com/SamurAIGPT/llm-wiki-agentWrote 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.
[](https://agentmods.dev/commands/samuraigpt/llm-wiki-agent/wiki-ingest)<a href="https://agentmods.dev/commands/samuraigpt/llm-wiki-agent/wiki-ingest"><img src="https://agentmods.dev/badge/commands/samuraigpt/llm-wiki-agent/wiki-ingest/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/samuraigpt/llm-wiki-agent/wiki-ingest"><img src="https://agentmods.dev/badge/commands/samuraigpt/llm-wiki-agent/wiki-ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00220 |
| Opus 5 | $0.00000 | $0.00110 |
| Sonnet 5 | $0.00000 | $0.00044 |
| Haiku 4.5 | $0.00000 | $0.00022 |
Grade A, and why
wiki-ingest 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 10d ago.
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.
Copies of this mod
1 near-identical copy found in the catalogue:
- wiki-ingest — 86% identical, 4 lines differ
What it actually says
Ingest a source document into the LLM Wiki.
Usage: /wiki-ingest $ARGUMENTS
$ARGUMENTS should be the path to a file in raw/, e.g. raw/articles/my-article.md
Follow the Ingest Workflow defined in CLAUDE.md exactly:
- Read the source file at the given path
- Read wiki/index.md and wiki/overview.md for current context
- Write wiki/sources/.md (source page format per CLAUDE.md)
- Update wiki/index.md — add the new entry under Sources
- Update wiki/overview.md — revise synthesis if warranted
- Create/update entity pages (wiki/entities/) for key people, companies, projects
- Create/update concept pages (wiki/concepts/) for key ideas and frameworks
- Flag any contradictions with existing wiki content
- Append to wiki/log.md: ## [today's date] ingest |
After completing all writes, summarize: what was added, which pages were created or updated, and any contradictions found.
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.
- 10d ago First seen · 19 lines · 0 tokens per session scan A 083963493dea
wiki-ingest is a command published in the GitHub repository SamurAIGPT/llm-wiki-agent (3,499 stars, last pushed yesterday), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 220 tokens. 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.
Other commands, from other repositories
draft
Draft an output document, pulling from the wiki. Trigger FR — rédiger un livrable, draft un document, produire un brief, générer une synthèse à partir du wiki.
screenshot-to-note
Extract text from a screenshot and save it as a note.
output
Generate output artifacts from active wiki content — summaries, reports, study guides, slide outlines, timelines, glossaries, comparisons. Outputs are filed back into the wiki.
init
Scaffold a new MindBase project (v2 layout). Usage: /mb:init [template] [-- mission ...].
gsd:discuss-phase
Gather phase context through adaptive questioning before planning.
gsd:explore
Socratic ideation and idea routing — think through ideas before committing to plans.