semantic-skills

Integrate new knowledge (text/image) into 02-SlipBox/. Searches for related notes and either appends to existing or creates new. Trigger: "assimilate this", "add to my knowledge", "integrate this", or paste content to absorb.

Deduplicate wikilinks in any YAML frontmatter property that contains multi-line wikilink arrays. Removes case-insensitive duplicates like [[ml]] and [[ML]], keeping the version with more capital letters. Use when cleaning up frontmatter, fixing duplicate links, or normalizing link casing.

Parse YAML frontmatter from markdown notes into structured data. Use when searching, filtering, or querying notes by their metadata properties (created, tags, author, summary, TOPIC, PRIOR, NEXT, RELATED_TO, etc.). Enables quick property-based searches across the vault.

Retrieves textual metadata (title, keywords, description) for images embedded in Obsidian notes from the ai-image-analyzer plugin cache. Use when organizing daily notes, summarizing notes, or when the user mentions image context, embedded images, or understanding images in notes. Read-only; does not modify notes or embeds.

Review and strengthen SlipBox knowledge through random exploration. Randomly selects a note from 02-SlipBox/, traverses wikilinks (1-3 hops), and identifies outdated info, contradictions, missing connections, and schema gaps. Trigger: "accommodate", "review my knowledge", "random walk", "explore connections", or "audit my notes".

Organize and clean up Obsidian daily notes over a configurable time range (default past 3 days). Fixes spelling, grammar, capitalization, and markdown structure; organizes loose text; resolves implicit mentions of project/slipbox/reference notes to wikilinks. When notes contain embedded images, use the image-metadata-from-cache skill to attach AI-generated image descriptions as context. Use when the user mentions cleaning up daily notes, organizing daily logs, tidying notes, fixing spelling, improving note formatting, entity linking, or making daily notes more readable.

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Generate AI summaries for markdown notes using Ollama and populate the frontmatter `summary` property. Use hierarchical map-reduce for notes exceeding model context. Trigger when asked to summarize notes, generate note abstracts, add AI summaries to frontmatter, or batch-summarize Obsidian vault notes.

Validate and sync bidirectional semantic links in YAML frontmatter. Ensures RELATED_TO links are mutual between notes, and PRIOR/NEXT links are properly reversed. Use when checking link consistency, fixing broken bidirectional relationships, or maintaining Zettelkasten semantic properties.

Perform BFS (breadth-first search) graph traversal on notes connected via wikilinks. Use when exploring note relationships, discovering connected knowledge within N hops, mapping knowledge graphs, finding related notes from a starting point, or understanding the link structure around a concept.