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Skills/Documentation
open-gitagent avatar

Wiki Ingest

open-gitagent/opengap

Turns loose documents into structured wiki knowledge. You drop a PDF or text file into your knowledge folder, say "ingest this," and it extracts entities, claims, and relationships, then creates or updates wiki pages with proper cross-references and citations. The workflow is deliberate: it reads the source, discusses key findings with you before writing anything, then updates 5-15 wiki pages per document while maintaining bidirectional wikilinks and logging everything. Good for research projects or technical documentation where you're accumulating knowledge over time and need it interconnected rather than siloed in separate files. The discussion step before writing keeps you in control of what gets emphasized.

GitHub stars
2.8K
last updated
May 28, 2026
View on GitHubSave

Install

$ npx -y skills add open-gitagent/opengap --skill wiki-ingest --agent claude-code

Installs into .claude/skills of the current project.

Files

Wiki Ingest

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.

SKILL.md on GitHub

Sponsors

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Details

Repository
github.com/open-gitagent/opengap
Category
Documentation
License
MIT
First seen
Jun 11, 2026

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