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LLM Wiki Index Creation and Management

Knowledge Management Updated 2026.08.30

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About this skill

Problem

Large LLM Wikis often suffer from scattered pages, drift between index.md and actual files, and missing operation history, making it hard to trace knowledge sources and change paths. Separating index.md and log.md lets an LLM build global context with a small payload while retaining an auditable operation trail.

Core Capabilities and Key Steps

The skill centers on two core files:
- index.md: a content-oriented index that uses category grouping, one-line summaries, and metadata such as tags, status, and updated to help LLMs locate relevant pages.
- log.md: a process log that records context, timestamps, and sources for operations such as INGEST, QUERY, and EDIT, enabling debugging, auditing, and incremental learning.

Key steps include reading index.md during initialization; narrowing scope with categories or tags during task planning; consulting log.md after content retrieval to judge freshness; and updating pages, index, and log together when writing, so the file system, index, and log stay consistent. For larger collections, use layered indexing, such as root indexes, category indexes, and dynamic views like recent-updates.md.

Boundaries and Notes

Best for Markdown wikis, knowledge catalogs, and operation logs; not a replacement for database search, access control, or complex knowledge graphs. index.md and log.md must keep stable formats to support grep, awk, or script parsing. log.md grows over time and needs an archival strategy; in multi-user work, append logs in Git instead of overwriting existing entries.

Use Cases

  • Use `index.md` categories and tags to locate relevant pages in a large Markdown Wiki.
  • After ingesting a document, update the matching `index.md` entry and append context to `log.md`.
  • Trace an incorrect answer by reviewing timestamps, operation types, and sources in `log.md`.
  • Log who ran `INGEST` or `EDIT` and when while multiple agents maintain one knowledge base.

Best For

  • Engineers maintaining Markdown Wikis who need a navigable category index for hundreds of pages.
  • Developers building LLM knowledge bases who need new docs, summaries, and status fields synced into `index.md`.
  • Owners auditing agent behavior who need traceable context for queries, edits, and ingestion operations.
  • Editors coordinating multi-user knowledge bases who need change provenance and later retrospection.