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Get Started Free →Use this skill when Zotero is the literature source of truth and the project KB should receive source notes under Sources/Papers plus project-linked synthesis in Knowledge and Writing.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -5% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 156% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -46% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -60% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -34% | 0% |
Use this skill when papers live in Zotero and the project KB should receive project-local notes.
Default flow:
textZotero -> Sources/Papers -> Knowledge -> Writing -> Maps/literature.canvas
Rules:
Sources/Papers/Knowledge/Writing/Maps/literature.canvas is the default derived graph artifact_system/registry.md, 02-Index.md, and today's Daily/ after substantial ingestionCore papers and papers with reusable claims should include an evidence record. Abstract-only or placeholder notes may stay in To-Read until there is enough evidence to extract a reusable claim.
md## Evidence Record Evidence ID: Source: Source type: full paper | preprint | dataset | experiment artifact | project note | abstract-only | webpage placeholder Supports: Contradicts: Method / dataset / metric: Limitation: Project relevance: Claim strength: speculative | observed | supported | strong
Use ../research-ideation/references/research-contract.md as the shared contract for Evidence Records and claim strength definitions.
Before synthesis lands in Knowledge/ or Writing/, apply the shared Claim Promotion Gate:
When synthesis lands in Knowledge/, link the supporting paper notes explicitly. Do not promote literature synthesis that cannot point back to source notes.
Other measured skills in the registry, with their headline benchmark lift.