Obsidian literature workflow
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npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill obsidian-literature-workflowAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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Use this skill when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature review, explicit agent-first Zotero ingestion, `Papers/` plus `Knowledge/` synthesis, collection-wide normalization, and a default literature canvas without Obsidian MCP.
SKILL.md
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Obsidian Literature Workflow
Handle the literature sub-workflow inside the filesystem-first Obsidian project knowledge base.
Role in the workflow
This is a supporting skill under obsidian-project-memory.
Use it when the user says things like:
- “My papers are in Obsidian”
- “Read papers from Zotero and create notes in the vault”
- “Review the notes under
Papers/” - “Generate literature knowledge notes from this project vault”
- “Connect paper notes to project knowledge”
- “Show me the literature structure as a map/graph”
- “Check whether all papers already have detailed notes”
Assumptions
- The project is already bound through
.claude/project-memory/registry.yaml, or can be imported withobsidian-project-bootstrap - Durable paper notes live under
Papers/insideResearch/{project-slug}/ - Obsidian note writing is done through the filesystem; no Obsidian MCP is required
- Zotero may still be used as the source of metadata/full text; use
$zotero-obsidian-bridgewhen the source corpus is in Zotero
Default workflow
- Read bound project memory and locate the vault root.
- If the source papers are in Zotero, explicitly use
$zotero-obsidian-bridgeto pull them into canonicalPapers/*.mdnotes. - Scan
Papers/and adjacent synthesis notes using filesystem tools. - Normalize note metadata and structure using
$obsidian-markdown.- Prefer the standardized review schema:
ClaimMethodEvidenceLimitationDirect relevance to repoRelation to other papers
- Prefer the standardized review schema:
- Query narrowly first:
- read the relevant paper notes,
- then the linked
Knowledge/notes, - and only then open
Writing/if the user asked for a review or comparison deliverable.
- Prefer updating existing paper notes and literature synthesis notes over creating sibling notes.
- Default literature synthesis should land in
Knowledge/, notExperiments/orResults/:- update
Knowledge/Literature-Overview.md - update
Knowledge/Method-Families.md - update
Knowledge/Research-Gaps.mdwhen the synthesis is stable enough to deserve canonical notes.
- update
- If the source is a named collection and the user cares about completeness, maintain a collection inventory note with explicit coverage mapping.
- Refresh
Maps/literature.canvasafter major paper-note changes or batch note creation.- Prefer argument-map structure over dense all-to-all links.
- Prefer semantic filtering and edge thinning.
- Create
Maps/literature-main.canvasonly when a lightweight presentation graph is needed.
- Update the daily note and project memory with what changed.
Default outputs
Papers/remains first-class: one durable paper note per paper whenever possibleKnowledge/holds durable literature synthesis notesMaps/literature.canvasis the default visual graph surface- literature work should usually produce at least one of:
- new or updated paper notes,
- new or updated knowledge notes,
- literature-canvas refresh,
- optional writing synthesis when requested
Default stance
Do not assume by default:
Concepts/Datasets/.baseviews
The literature workflow may create Maps/literature.canvas by default. Other artifacts still require explicit justification.
References
Load only what is needed:
references/PAPER-NOTE-SCHEMA.md- detailed paper-note frontmatter and sectionsreferences/CANVAS-WORKFLOW.md- how and when to refreshMaps/literature.canvas