glebis/daydream
daydream/SKILL.md
# Vault Daydream Skill Multi-agent system that mines the Obsidian vault for non-obvious connections between notes, mimicking the brain's default mode network. Samples random note pairs, synthesizes connections via Sonnet, filters with Haiku critic. Inspired by [Gwern's LLM Daydreaming](https://gwern.net/ai-daydreaming). ## Usage ``` /daydream ``` ## What it does 1. Auto-detects vault root from current directory (asks if not found) 2. Scans vault for notes modified in last 120 days 2. Gener
$ install --global
skillsauthnpx skillsauth add glebis/claude-skills daydreamInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 22, 2026, 8:38 PM157.8s4 files scanned
SKILL.md
Vault Daydream Skill
Multi-agent system that mines the Obsidian vault for non-obvious connections between notes, mimicking the brain's default mode network. Samples random note pairs, synthesizes connections via Sonnet, filters with Haiku critic.
Inspired by Gwern's LLM Daydreaming.
Usage
/daydream
What it does
- Auto-detects vault root from current directory (asks if not found)
- Scans vault for notes modified in last 120 days
- Generates 50 recency-weighted random pairs
- Synthesizes connections (Sonnet, parallel batches of 5)
- Critiques and scores insights (Haiku, parallel batches)
- Filters for quality (average score >= 7.0)
- Saves insight notes to
Daydreams/folder - Generates daily digest in
Daydreams/digests/ - Appends summary to today's daily note
Output
- Individual insights:
Daydreams/YYYYMMDD-slug.md-- full synthesis with scores and wikilinks - Daily digest:
Daydreams/digests/YYYYMMDD-digest.md-- stats + ranked top insights - Daily note: Summary appended under
## Daydream - History log:
ai-research/daydream/history.json-- tracks sampled pairs for dedup
Architecture
Skill (orchestrator)
|-- Glob/Read: scan vault, extract excerpts
|-- Generate 50 random pairs (recency-weighted)
|-- Task(model: sonnet) x 10: synthesize connections <-- parallel
|-- Task(model: haiku) x 10: critique/score insights <-- parallel
|-- Filter (avg >= 7.0)
+-- Write: save insight notes + daily digest
No external dependencies -- pure Claude Code tools (Glob, Read, Write, Bash, Task).
Cost
Per run (~50 pairs): approximately $0.40-0.50 via Claude Code usage.
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