vault-synthesis

Operations that synthesize, aggregate, or organize information across multiple notes in the Brain vault. This skill provides a unified framework for various synthesis patterns.

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Install skill "vault-synthesis" with this command: npx skills add nweii/agent-stuff/nweii-agent-stuff-vault-synthesis

Vault Synthesis

Operations that synthesize, aggregate, or organize information across multiple notes in the Brain vault. This skill provides a unified framework for various synthesis patterns.

When to Use

Use this skill when you need to:

  • Compile periodic note mentions into a History note

  • Generate or update description frontmatter for notes

  • Roll up child note summaries into parent periodic notes

  • Create topic hub notes that group related content

Core Principles

All synthesis operations share these principles:

  • Preserve source links: Always maintain wikilinks back to source notes for traceability

  • Respect hierarchy: Understand the relationship between daily → weekly → quarterly notes

  • Minimal overhead: Synthesis should reduce cognitive load, not add organizational complexity

  • Token efficiency: Use description frontmatter and hierarchical summaries to enable efficient navigation

Synthesis Operations

History Rollup

Compile periodic note mentions of a project/domain into a consolidated [[Histories]] note.

Triggers: "Roll up history for [[Project]]", "Compile mentions of [[Topic]]"

See references/history-rollup.md for detailed workflow.

Summarize to Frontmatter

Generate a description property for a note's YAML frontmatter based on content analysis.

Triggers: "Summarize this note", "Generate description for [[Note]]", "Add frontmatter summary"

See references/summarize-frontmatter.md for mode selection and guidelines.

Periodic Rollup

Synthesize child note descriptions into a parent periodic note's description (e.g., weekly from dailies, quarterly from weeklies).

Triggers: "Roll up my weekly summary", "Summarize this quarter from weeks"

See references/periodic-rollup.md for the hierarchical synthesis process.

Topic Note Creation

Create a Commentary topic note that groups related notes under a common theme, with automatic backlinking.

Triggers: "Group these under a topic about X", "Create topic note for [[A]], [[B]], [[C]]"

See references/topic-note.md for the creation workflow.

General Synthesis Guidance

If you encounter a synthesis need not covered by the specific workflows above, apply these general principles:

  • Identify the scope: What notes are being synthesized? What's the output format?

  • Preserve provenance: Link back to sources so the synthesis is traceable

  • Level of abstraction: Match the abstraction level to the purpose (detailed for working notes, high-level for indexes)

  • Update related metadata: If the synthesis creates new relationships, update related properties bidirectionally

  • Use existing conventions: Follow the vault's metadata system (categories, types, tags) when creating new notes

Source Transparency

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