Individual skill
notion_synthesize
Synthesize durable ktx wiki pages and semantic-layer sources from staged Notion pages, databases, data-source rows, and clustered Notion evidence. Load when a WorkUnit contains Notion raw files or Notion evidence chunks.
packages/cli/src/skills/notion_synthesize/SKILL.md
Source commit 49a4ae6f5b28c904da921afc0ee72da6db7ac202
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- Observed behavior
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- Last checked
- Nov 9, 2026
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- Repository last updated
- Oct 22, 2026
- License
- Apache-2.0
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- agents Repository topic
- analytics Repository topic
- analytics-engineering Repository topic
- context-layer Repository topic
- data-engineering Repository topic
- semantic-layer Repository topic
- business-intelligence Repository topic
- data-analysis Repository topic
- agent Repository topic
- ai-agent Repository topic
- data Derived category
- productivity Derived category
- productivity-notes Derived category
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# Notion Cluster Synthesis
Use this skill when a WorkUnit contains staged Notion content from `pages/**`, `databases/**`, `data-sources/**`, or clustered Notion evidence.
## Role
Each WorkUnit is either a single Notion page/span or a topical cluster of related Notion pages, pre-grouped by embedding similarity. Read the assigned raw files, then write a small set of durable wiki entries and, when applicable, semantic-layer sources that synthesize the WorkUnit's knowledge. Write final memory directly; do not write candidates.
## Required Workflow
1. Read the WorkUnit notes and rawFiles list. Page content lives in `page.md`; `metadata.json` holds title, path, object type, data-source ids, last edited metadata, and properties.
2. For each assigned page, call `read_raw_file`, or `read_raw_span` for oversized pages when the notes specify a span.
3. Search `wiki_search` for existing pages that overlap the WorkUnit topics. Prefer updating an existing page over creating a duplicate.
4. Use `context_evidence_search`, `context_evidence_read`, and `context_evidence_neighbors` to pull supporting chunks when indexed evidence is relevant. Pass `chunkId` and `documentId` values verbatim as returned by the evidence tools.