wiki-ingest

wiki-ingest is a skill for Claude Code, Codex from po4yka/llm-wiki-skills. It costs 59 tokens per session (1,057 once invoked), scanned A, original, MIT.

A workflow for turning trusted source material—such as PDFs, articles, transcripts, notes, or repository documents—into reviewable pages in an LLM wiki. An LLM wiki is a knowledge base prepared for use by language models.

In plain words
What is it for?
Use it to ingest approved files into wiki source, entity, concept, or comparison pages while updating the index and activity log.
Why use it?
It preserves where information came from, records uncertainty, and prevents generated notes from silently replacing human-written material.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions CLAUDE.md; mentions AGENTS.md.

Good fit Use it to ingest approved files into wiki source, entity, concept, or comparison pages while updating the index and activity log.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/po4yka/llm-wiki-skills/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 po4yka/llm-wiki-skills --skill wiki-ingest
Clone the repo
git clone --depth 1 https://github.com/po4yka/llm-wiki-skills

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 wiki-ingest

README.md
[![agentmods](https://agentmods.dev/badge/skills/po4yka/llm-wiki-skills/wiki-ingest/github.svg)](https://agentmods.dev/skills/po4yka/llm-wiki-skills/wiki-ingest)
Your own site
<a href="https://agentmods.dev/skills/po4yka/llm-wiki-skills/wiki-ingest"><img src="https://agentmods.dev/badge/skills/po4yka/llm-wiki-skills/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 wiki-ingest

Your own site · 80×15
<a href="https://agentmods.dev/skills/po4yka/llm-wiki-skills/wiki-ingest"><img src="https://agentmods.dev/badge/skills/po4yka/llm-wiki-skills/wiki-ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 59 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,057 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 $0.00059 $0.01057
Opus 5 $0.00030 $0.00528
Sonnet 5 $0.00012 $0.00211
Haiku 4.5 $0.00006 $0.00106

Measured 12d ago against content hash f92d3114aa92, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

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 12d 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.

skills/wiki-ingest/SKILL.md · 173 lines

How it starts

The opening of the file, as written. The whole thing — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Wiki Ingest

Goal

Convert raw source material into reviewable wiki updates while preserving provenance, uncertainty and human-owned synthesis.

When to use

  • A trusted raw source (PDF, article, transcript, notes, repo doc, web capture) should become reviewable wiki pages.
  • Sorted inbox material was approved for ingestion after wiki-triage.

Route unsorted captures to wiki-triage first. A filled input-to-output example ships in assets/worked-example.md.

Inputs

  • One or more files under raw/ or inbox/.
  • Optional user goal: why the source matters.
  • Existing wiki/index.md and wiki/log.md.
  • Existing AGENTS.md, CLAUDE.md and schemas if present.

Write permissions

Allowed:

  • create/update wiki/sources/*;
  • create/update wiki/entities/*;
  • create/update wiki/concepts/*;
  • create/update wiki/comparisons/* when explicitly useful;
  • append to wiki/log.md;
  • update wiki/index.md;
  • write low-confidence material to _agent/drafts/ or mark it review_required: true.

Not allowed unless explicitly requested:

  • edit raw/ files;
  • delete source material;
  • overwrite ## My synthesis or human-owned sections;
  • mark generated pages as verified;
  • perform bulk rewrites unrelated to the source.

Procedure

1. Read the schema layer

Inspect AGENTS.md, CLAUDE.md, _meta/taxonomy.md, _meta/schemas/* and wiki/index.md when present.

2. Analyze before writing

Produce a short analysis plan before editing:

## Ingest analysis

- Source path:
- Source type:
- Likely page type:
- Candidate entities:
- Candidate concepts:
- Possible existing pages to update:
- Ambiguities:
- Review risks:

3. Extract claims

Classify claims using the shared support vocabulary:

  • extracted: directly present in the source;
  • inferred: reasoned from the source;
  • ambiguous: plausible but unresolved, requires human review;
  • synthesis: editorial conclusion — human-owned, do not generate during ingest;
  • unsupported: no inspected source currently supports the claim;
  • conflicting: inspected sources disagree about the claim.

Read the full file on GitHub · 173 lines

Files

What ships with it

1 file 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. 12d ago First seen · 173 lines · 59 tokens per session scan A f92d3114aa92

Subscribe to this mod's changes

wiki-ingest is a skill published in the GitHub repository po4yka/llm-wiki-skills (3 stars, last pushed 18d ago), licensed MIT. It adds 59 tokens to every session and 1,057 once invoked, about $0.0003 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 2026-08-31.

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