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Skeptical novelty and collision analysis for Idea2Repo. Use when comparing an idea against verified related work, writing novelty_gap_matrix.md, or assessing collision risk.
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Based on SOC occupation classification
Strict evidence-based CCF-A readiness review for Idea2Repo. Use when scoring ideas or revised plans, applying cap rules, writing scorecards, or reviewing venue-fit readiness.
Claim-evidence extraction for Idea2Repo research artifacts. Use when building or reviewing claim matrices, evidence rows, paper notes, or downstream scoring inputs that must cite PDF page/quote/chunk ids.
Resource, timeline, compute, data access, and execution feasibility review for Idea2Repo. Use when writing feasibility reports or evaluating whether a CCF-A submission plan is realistic.
Deterministic evidence-first literature search for Idea2Repo. Use when planning, running, reviewing, or debugging research paper searches, adapter results, candidate dedupe/ranking, search reports, or generated repo literature artifacts.
Provenance-first public PDF acquisition for Idea2Repo. Use when downloading, validating, hashing, licensing, or reviewing paper PDF manifests and docs/reference/pdfs artifacts.
PDF parsing, page chunking, and evidence note preparation for Idea2Repo. Use when extracting page text, stable chunk ids, paper notes, or PDF reader prompt inputs.
| name | novelty-analysis |
| description | Skeptical novelty and collision analysis for Idea2Repo. Use when comparing an idea against verified related work, writing novelty_gap_matrix.md, or assessing collision risk. |
Compare the idea against verified related work after paper reading.
docs/relative_work/novelty_gap_matrix.md and collision_risk.md.