OpenParable
Skip to content
← Back to skills

Wiki Ingest

Documents
wiki-ingest

Wiki Ingest is an Agent Skill for documents published in the open-gitagent/opengap repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

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'.

View on GitHub ↗
QUICK START

How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

  1. Open your project in Codex.
  2. Copy and paste the prompt below.
  3. Review files and risks before approving any action.
Prompt to paste
Inspect the Agent Skill at https://github.com/open-gitagent/opengap/blob/HEAD/examples/llm-wiki/skills/wiki-ingest/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/wiki-ingest, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

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.