Wiki Ingest

SkillDocs & knowledge

Lets your agent turn a source document into wiki pages, keeping cross-references and a log up to date.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Wiki Ingest skill

About this capability

Ingest a raw source document into the wiki. Reads the source, extracts key information, creates or updates wiki pages, maintains cross-references, and logs the operation. Use when the user adds a new source or says 'ingest this'.

What this skill tells your AI

The instructions your AI receives, as published by open-gitagent/opengap in examples/llm-wiki/skills/wiki-ingest/SKILL.md and read by ahel’s review.

Process a new source document and integrate its knowledge into the wiki.

Workflow

Step 1: Read the source

Read the full source document from knowledge/. Identify:

  • Key entities (people, organizations, concepts, technologies)
  • Main claims and findings
  • Relationships between entities
  • Data points and statistics
  • Contradictions with or confirmations of existing knowledge

Step 2: Discuss with the user

Before writing, share a brief summary of key takeaways. Ask:

  • What aspects to emphasize?
  • Any entities or concepts to prioritize?
  • Should this update existing pages or create new ones?

Step 3: Update the wiki

For each significant entity or concept found in the source:

  1. Check if a wiki page exists — read memory/wiki/index.md
  2. If page exists — read it, integrate new information, update the "Sources" section, update frontmatter updated date and source_count
  3. If page doesn't exist — create a new page in memory/wiki/ with proper frontmatter, content, and source citations
  4. Update cross-references — add [[wikilinks]] in both directions between related pages

Step 4: Write a source summary page

Create memory/wiki/sources/<source-name>.md with:

  • One-paragraph summary
  • Key claims extracted
  • Entities mentioned (with wikilinks to their pages)
  • Date ingested

Step 5: Update index and log

  1. Update memory/wiki/index.md — add/update entries for all pages touched
  2. Update knowledge/index.yaml — ensure the source is cataloged with tags and priority
  3. Append to memory/log.md:
    ## [YYYY-MM-DD] ingest | Source Title
    - Pages created: [list]
    - Pages updated: [list]
    - Key findings: [1-2 sentences]
    

Example

User drops knowledge/quantum-computing-review-2026.pdf and says "ingest this".

  1. Read the paper, identify entities: quantum computing, error correction, IBM, Google, topological qubits
  2. Discuss key findings with user
  3. Create/update: quantum-computing.md, error-correction.md, ibm.md, google.md
  4. Create: sources/quantum-computing-review-2026.md
  5. Update index.md with all new/updated pages
  6. Append ingest entry to log.md

A single source might touch 5-15 wiki pages. This is normal and expected.

Signals

GitHub stars
3k
Forks
345
Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
wiki-ingest-open-gitagent
Source
github.com/open-gitagent/opengap