evidence-extraction

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Aktualisiert11. Mai 2026 um 02:53

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.

Installation

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Quelle

ChenMiaoi

ChenMiaoi/idea2repo

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Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

ProjektmanagementspezialistenWirtschafts- und Finanzberufe·SOC 13-1082

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SKILL.md

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name	evidence-extraction
description	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.

Evidence Extraction

Only promote claims that are backed by verified PDF evidence.

Workflow

Read PDF chunks and manifest records.
Extract claims about problem, method, baselines, datasets, metrics, limitations, and relation to the current idea.
Keep each row tied to paper_id, page, quote, chunk_id, status, and confidence.
Write docs/reference/claim_evidence_matrix.csv and paper note markdown.

Guardrails

A quote without a page or chunk id is not verified evidence.
Do not upgrade candidate metadata into evidence.
Downstream related work, novelty, and scoring must use verified evidence rows only.

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name	evidence-extraction
description	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.

Evidence Extraction

Only promote claims that are backed by verified PDF evidence.

Workflow

Read PDF chunks and manifest records.
Extract claims about problem, method, baselines, datasets, metrics, limitations, and relation to the current idea.
Keep each row tied to paper_id, page, quote, chunk_id, status, and confidence.
Write docs/reference/claim_evidence_matrix.csv and paper note markdown.

Guardrails

A quote without a page or chunk id is not verified evidence.
Do not upgrade candidate metadata into evidence.
Downstream related work, novelty, and scoring must use verified evidence rows only.