Skill Store 33

Daydream

Multi-agent skill that mines an Obsidian vault for non-obvious connections between random pairs of r

by glebis · MIT

The skill

Multi-agent skill that mines an Obsidian vault for non-obvious connections between random pairs of recently modified markdown notes, synthesizing links with Sonnet and scoring them with a Haiku critic, then saving insight notes and a daily digest to a Daydreams folder. Use when the user asks to find hidden connections, cross-links, or serendipitous ideas across their Obsidian notes, or runs /daydream.

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

  1. Auto-detects vault root from current directory (asks if not found)
  2. Scans vault for notes modified in last 120 days
  3. Generates 50 recency-weighted random pairs
  4. Synthesizes connections (Sonnet, parallel batches of 5)
  5. Critiques and scores insights (Haiku, parallel batches)
  6. Filters for quality (average score >= 7.0)
  7. Saves insight notes to Daydreams/ folder
  8. Generates daily digest in Daydreams/digests/
  9. 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.

Use this skill

Connect your agent to the Skill Store MCP server and ask for it by ref: glebis/daydream-40738085026.

Download SKILL.md · Markdown version

Details

Publisher
glebis
Category
Personal & Home › Personal productivity
License
MIT
Updated
2026-10-18

References

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