LLMSkillHub
mirroredCopied from stevesolun/ctx under MIT. stevesolun has not claimed this page, and is not affiliated with LLM SkillHub.

stevesolun / lat-md-knowledge-graph

Design or audit a repo-local markdown knowledge graph with wiki links, source-code backlinks, drift checks, and searchable sections. Use when AGENTS.md/CLAUDE.md is too flat for a large codebase or when a custom harness needs durable structured project memory.

0
SKILL.md
1.8 KB

lat.md Knowledge Graph

Purpose

Turn durable project knowledge into linked markdown files that agents can
search, cite, and keep synchronized with code.

When to Use

  • One root instruction file is too large or hides domain decisions.
  • Agents repeatedly rediscover the same architecture or business rules.
  • Test intent needs explicit specs linked to test code.
  • A custom harness needs persistent memory outside conversation history.

Design Pattern

  1. Create a repo-local knowledge directory such as lat.md/ or docs/knowledge/.

  2. Split pages by durable concepts: architecture, domain rules, workflows,
    interfaces, test specs, and operational constraints.

  3. Link concepts with [[wiki links]].
  4. Link knowledge pages to source symbols or files.

  5. Add code backlinks such as comments or metadata where the code implements a
    documented rule.

  6. Add a check that fails on broken links, missing backlinks, stale indexes, or
    test specs without code mentions.

ctx Fit

Use this alongside ctx's LLM-wiki when a project needs its own local memory
graph. ctx recommends skills/MCPs/agents from its catalog; the repo-local graph
stores project-specific facts that should not live in the global catalog.

Quality Bar

  • Page titles and section anchors are stable.
  • Links resolve both ways where needed.
  • Code backlinks are narrow and reviewable.
  • Checks run in CI before merge.
  • Sensitive facts stay out unless the repo already allows them.
  • The graph explains current behavior, not a speculative roadmap.