llm-wiki-ingest

llm-wiki-ingest is a skill for Claude Code, Codex from TrueHOOHA/LLM-Wiki. It costs 72 tokens per session (1,374 once invoked), scanned A, original, Apache-2.0.

A workflow for adding a source document to an LLM Wiki, a structured collection of notes for use by language models. It keeps the original source files unchanged and updates the wiki’s pages, index, and log.

In plain words
What is it for?
Use it to import documents, articles, papers, transcripts, or other files into the wiki and create or update the related notes.
Why use it?
It removes the need to remember the wiki’s file rules and bookkeeping steps. It also helps keep imported information organized and traceable.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents); mentions AGENTS.md.

Good fit Use it to import documents, articles, papers, transcripts, or other files into the wiki and create or update the related notes.

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Install with agentmods
npx agentmods add skills/truehooha/llm-wiki/llm-wiki-ingest
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 TrueHOOHA/LLM-Wiki --skill llm-wiki-ingest
Clone the repo
git clone --depth 1 https://github.com/TrueHOOHA/LLM-Wiki

Made for: Claude Code, Codex.

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 llm-wiki-ingest

README.md
[![agentmods](https://agentmods.dev/badge/skills/truehooha/llm-wiki/llm-wiki-ingest/github.svg)](https://agentmods.dev/skills/truehooha/llm-wiki/llm-wiki-ingest)
Your own site
<a href="https://agentmods.dev/skills/truehooha/llm-wiki/llm-wiki-ingest"><img src="https://agentmods.dev/badge/skills/truehooha/llm-wiki/llm-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.

agentmods 80×15 button for llm-wiki-ingest

Your own site · 80×15
<a href="https://agentmods.dev/skills/truehooha/llm-wiki/llm-wiki-ingest"><img src="https://agentmods.dev/badge/skills/truehooha/llm-wiki/llm-wiki-ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,374 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 $0.00072 $0.01374
Opus 5 $0.00036 $0.00687
Sonnet 5 $0.00014 $0.00275
Haiku 4.5 $0.00007 $0.00137

Measured 10d ago against content hash 3f966b2742a9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

llm-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.

.agents/skills/llm-wiki-ingest/SKILL.md · 56 lines

How it starts

The opening of the file, as written. The whole thing — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.

LLM Wiki Ingest Skill

Purpose

Integrate a newly provided raw source into the wiki while preserving raw-source immutability and maintaining index/log bookkeeping. The wiki is an OKF v0.1 bundle (see SPEC.md); wiki/ is the bundle root.

Preconditions (must pass before edits)

  1. The operator explicitly requested ingestion.
  2. The source file exists at raw/sources/<file> or raw/assets/<file>.
  3. The workflow will not modify anything under raw/.

Guardrails

  • Immutable raw files: Never edit, rename, move, or delete any file under raw/.
  • Wiki ownership: Create/update pages only under wiki/ (unless operator explicitly overrides).
  • Append-only log: Only append a new date-grouped entry to wiki/log.md; never rewrite or reorder prior entries.
  • Index freshness: Any wiki page change in this workflow requires wiki/index.md to be rebuilt before completion.
  • OKF conformance: Created/updated pages must satisfy OKF §9 (parseable frontmatter with non-empty type) and the producer conventions in AGENTS.md § Page Types & Conventions.
  • Obsidian wikilinks: Internal note-to-note links use Obsidian wikilinks ([[note]] / [[note|Display]]), resolving by file basename or frontmatter aliases. Standard markdown links are used ONLY for external URLs (https://…). See AGENTS.md § Cross-linking.
  • Single source of truth: The schema is defined in AGENTS.md. This skill enforces it; it never re-defines page types, frontmatter, or sections inline.

Required Step Order (exact)

  1. Read the raw source from raw/sources/ or raw/assets/.
    • If text references images/assets, read those after the main text.
  2. Discuss key takeaways with operator before framing final extraction.
    • Minimal prompt:
      • "I summarized the source. What should I emphasize?"
      • "Any specific connections to existing entities/concepts you want prioritized?"
      • "What should be de-emphasized or deferred?"
  3. Write source summary page in wiki/sources/ using filename YYYY-MM-DD--source-title-slug.md, following AGENTS.md § Source Pages. Set frontmatter resource to the raw source path (e.g. raw/sources/file.pdf); set title, description, tags, created, timestamp (today).
  4. Update/create entity pages in wiki/entities/ for concrete things mentioned, following AGENTS.md § Entity Pages. Use Obsidian wikilinks ([[note]] or [[note|Display]]) for cross-links and # Citations entries — the link target is the note's basename or one of its aliases. When updating an existing entity page from this source, increment its source_count by 1 and bump timestamp to today; when creating a new page, set source_count: 1.
  5. Update/create concept pages in wiki/concepts/ for abstract ideas mentioned, following AGENTS.md § Concept Pages, applying the same source_count increment and timestamp bump rule as step 4.
  6. Rebuild wiki/index.md following the Canonical rebuild procedure in AGENTS.md § Update Rules for Special Files (wiki/index.md): scan every .md under wiki/entities/, wiki/concepts/, wiki/sources/, and wiki/syntheses/ (never wiki/templates/), read each page's frontmatter, and rewrite the five sections (Entities, Concepts, Sources, Syntheses, Statistics) as bullet lists (* [[note-name|Title]] - description), preserving the okf_version: "0.1" frontmatter. The index must list exactly the pages that exist on disk.
  7. Append to wiki/log.md a single new date-grouped entry — newest first, never edit or reorder prior entries (OKF §7).
    • Heading: ## YYYY-MM-DD
    • Bullets: * **Ingest**: <Source Title> — <one-line summary of what was created/updated>., * **Pages touched**: <list>., * **Notes**: ..., * **Open questions**: ...

Read the full file on GitHub · 56 lines

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. 10d ago First seen · 56 lines · 72 tokens per session scan A 3f966b2742a9

Subscribe to this mod's changes

llm-wiki-ingest is a skill published in the GitHub repository TrueHOOHA/LLM-Wiki (22 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 72 tokens to every session and 1,374 once invoked, about $0.0004 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.