Llmwiki Ingest

What this skill does

Takes a source file (or a folder) and turns it into wiki pages following the Karpathy LLM Wiki pattern:

1. Writes a wiki/sources/ .md summary
2. Creates/updates entity pages for people, companies, projects, tools, libraries mentioned
3. Creates/updates concept pages for ideas, patterns, decisions discussed
4. Cross-links everything with [[wikilinks]]
5. Flags contradictions
6. Updates wiki/index.md, wiki/overview.md, wiki/log.md

When to use

• User says "ingest this file", "add this to the wiki", "process this into the wiki"
• User runs the /wiki-ingest slash command
• User says "sync the wiki" — in that case, the llmwiki-sync skill runs the converter first, then invokes this skill for each new file

Workflow

Follow the Ingest Workflow from the repo's CLAUDE.md exactly:

1. Read the source file(s) with the Read tool
2. Read wiki/index.md and wiki/overview.md for context
3. Write wiki/sources/ .md using the Source Page Format
4. Update wiki/index.md — new entry under ## Sources
5. Update wiki/overview.md if substantial new info
6. Create/update entity pages (wiki/entities/ .md)
7. Create/update concept pages (wiki/concepts/ .md)
8. Cross-link with [[wikilinks]] under ## Connections
9. Flag contradictions under ## Contradictions
10. Append to wiki/log.md: ## [YYYY-MM-DD] ingest |

Session-specific rules

When the source is under raw/sessions/ (a session transcript converted by the converter):

• Trust the frontmatter as authoritative (project, started, model, tools_used, etc.)
• Do not copy the ## Conversation section verbatim — use it as raw material to summarise
• Create a project entity page at wiki/entities/ .md with a ## Sessions list
• Extract decisions into wiki/concepts/ — anything the user explicitly locked
• Extract tools used — every entry in tools_used is a candidate entity
• If is_subagent: true — link to the parent session rather than creating a new project entity

Hard rules

1. raw/ is immutable. Never modify files there.
2. No silent overwrites. Conflicting claims go under ## Contradictions.
3. Every page has a ## Connections section with at least one [[wikilink]].
4. Frontmatter is authoritative. Always populate title, type, tags, sources, last_updated.