knowledge-navigator

Knowledge Navigator Skill

This skill teaches you how to use the knowledge system's query capabilities.

Searching

Use knowledge_search for hybrid BM25 + semantic search. It defaults to notes, references, and diary. Pass categories to narrow (e.g. ["notes"]) or extend (e.g. add "scripts" or "code").

For CLI access: ghost knowledge search "query" [--kind note|reference|diary]

Browsing References

References are organized by topic (subdirectory name under references/).

CLI commands:

• ghost knowledge references — list all references, grouped by topic
• ghost knowledge references --topic rust — list references for a specific topic
• ghost knowledge references --limit 50 — increase result limit

Graph Traversal

The knowledge graph connects notes via typed edges ([[wiki links]]) and citations.

CLI commands:

• ghost knowledge graph "Note Title" — show incoming and outgoing edges
• ghost knowledge graph "Note Title" --direction out — outgoing edges only
• ghost knowledge graph "Note Title" --direction in — incoming edges only
• ghost knowledge graph --orphans — find notes with no connections
• ghost knowledge graph --stats — edge and stub counts

Tags

• ghost knowledge tags — list all tags with counts

Recent Activity

• ghost knowledge recent [--limit 20] — recently updated knowledge items

Stats

• ghost knowledge stats — counts of notes, references, diary entries, edges, tags, and embeddings

Reference Topics

Topics are pure namespaces that group both notes and references. Notes can have an explicit topic_id linking them to a topic namespace. Import metadata (source URL, version) is stored in separate import_batch records, not on the topic itself.

References are organized by topic. Use the topic parameter for scoped search:

• knowledge_search(query="hooks", topic="dioxus") — search all dioxus sub-topics
• knowledge_search(query="pool", topic="sqlx/api") — search a specific sub-topic
• knowledge_search(query="framework", categories=["topics"]) — search topics by name

CLI:

• ghost knowledge search "query" --topic dioxus — topic-scoped search
• ghost topics list — list all topics with note and reference counts
• ghost topics search "query" — search topics by name
• ghost reference import git --url <url> --topic <name> — import git references
• ghost document import file --path <path> --topic <name> — import documents

Direct SQL Access

The schema.sql extra included with this skill contains the full table definitions for the SQLite database. If the CLI commands above are not sufficient for debugging or advanced queries, you can use sqlite3 directly against the workspace database:

sqlite3 ~/GHOST/ghost.db "SELECT count(*) FROM note"

Consult the schema extra to understand table structure, column names, and relationships before writing queries.

Workflow Tips

1. Before creating notes, always search first to avoid duplicates.
2. Use graph traversal to understand how a topic connects to existing knowledge.
3. Check orphans periodically — orphan notes should be linked into the graph.
4. Browse references by topic to find source material for a domain.
5. Use tags to discover knowledge clusters and find related content.