wiki-ingest

wiki-ingest is a skill for Claude Code, Codex from DarkCodePE/brainstem. It costs 14 tokens per session (457 once invoked), scanned A, original, MIT.

A process for adding a source document to a wiki knowledge base, including summaries, linked entities, concepts, and an index entry.

In plain words
What is it for?
Use it to ingest articles, research papers, bookmarks, and voice notes, create or update related pages, check metadata and links, and record the operation.
Why use it?
It turns a document into organized, searchable wiki knowledge instead of leaving information in an isolated file.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: agent in frontmatter.

Good fit Use it to ingest articles, research papers, bookmarks, and voice notes, create or update related pages, check metadata and links, and record the operation.

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

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/darkcodepe/brainstem/wiki-ingest/github.svg)](https://agentmods.dev/skills/darkcodepe/brainstem/wiki-ingest)
Your own site
<a href="https://agentmods.dev/skills/darkcodepe/brainstem/wiki-ingest"><img src="https://agentmods.dev/badge/skills/darkcodepe/brainstem/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/darkcodepe/brainstem/wiki-ingest"><img src="https://agentmods.dev/badge/skills/darkcodepe/brainstem/wiki-ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 14 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 457 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 $0.00014 $0.00457
Opus 5.5 $0.00006 $0.00183
Sonnet 5.5 $0.00003 $0.00091
Haiku 4.5 $0.00001 $0.00046

Measured 1mo ago against content hash b25705b23486, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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 1mo 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.

src/wiki_agent/skills/wiki-ingest/SKILL.md · 61 lines

What it actually says

wiki-ingest

Process a source document through the full ingest pipeline.

Steps

  1. Read the source document from raw/
  2. Classify the source type (article, paper, bookmark, voice_note)
  3. Generate a summary page at wiki/sources/<slug>.md
  4. Extract and create/update entity pages at wiki/entities/
  5. Extract and create/update concept pages at wiki/concepts/
  6. Add entries to wiki/index.md
  7. Append operation details to wiki/log.md

Quality checks

  • Every page has valid YAML frontmatter (type, title, date, sources, tags, origin)
  • type is the OKF-mandatory field (ADR-045 §9.2); write_page injects it by folder if omitted
  • Every entity/concept mention uses [[wikilink]] syntax
  • Summary is factual and traces to the source document
  • Index is updated with all new pages
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. 1mo ago First seen · 61 lines · 14 tokens per session scan A b25705b23486

Subscribe to this mod's changes

wiki-ingest is a skill published in the GitHub repository DarkCodePE/brainstem (1 stars, last pushed 3mo ago), licensed MIT. It adds 14 tokens to every session and 457 once invoked, about $0.0001 per session on Opus 5.5. 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.

Related

Other skills, from other repositories

llm-wiki

Explain and apply the foundational LLM Wiki architecture and knowledge-management strategy. Use for setup, architecture, schema, or organization decisions; operational ingest/query/lint work uses dedicated skills.

Ar9av/obsidian-wiki · 41 tokens

wiki-lint

Audit wiki health: broken links, orphans, contradictions, stale content, lifecycle and tag issues. Use for maintenance or health checks. Default is report-only; use wiki-dedup for page-identity merges.

Ar9av/obsidian-wiki · 47 tokens

wiki-export

Export the Obsidian wiki graph to JSON, GraphML, Neo4j Cypher, Postgres/SQL, HTML, or OKF bundles. Use when transferring or visualizing wiki data in external tools; wiki-import handles the reverse direction.

Ar9av/obsidian-wiki · 53 tokens

wiki-query

Search and synthesize answers from the compiled Obsidian wiki, including cited and multi-hop answers. Use for questions about existing wiki knowledge or fast index-only lookups, and for challenge requests ("challenge this", "argue against X", "poke holes in my plan") that look for the vault's own evidence against a…

Ar9av/obsidian-wiki · 89 tokens

wiki-status

Report wiki ingestion/completeness state, pending source delta, structural insights, or maintenance equilibrium. Use for remaining-work/status questions, hubs and bridges, or whether maintenance skills still have pending changes. wiki-digest summarizes learned knowledge instead.

Ar9av/obsidian-wiki · 50 tokens

cross-linker

Find and add missing cross-references between wiki pages. Use when pages are disconnected or after large ingestion. This modifies pages to add links; use wiki-lint for report-oriented structural auditing.

Ar9av/obsidian-wiki · 42 tokens