extraction-form

Solid

Use when `evidence-review` has screened includes and needs a schema-aligned extraction table. **Trigger**: extraction form, extraction table, data extraction, 信息提取, 提取表. **Use when**: `evidence-review` 在 screening 后进入 extraction(C4),需要把纳入论文按字段落到 CSV 以支持后续 synthesis。

Data & Documents 498 stars 39 forks Updated today

Install

View on GitHub

Quality Score: 79/100

Stars 20%
90
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
42
Issue Health 10%
50
License 10%
0
Description 5%
100

Skill Content

# Extraction Form Transforms screened include rows plus protocol schema into the analysis table used by `evidence-review`. ## Inputs Required: - `papers/screening_log.csv` - `output/PROTOCOL.md` Optional: - `papers/paper_notes.jsonl` ## Output - `papers/extraction_table.csv` ## Contract The table must: - contain one row per included paper - preserve provenance columns (`paper_id`, `title`, `year`, `url`) - include protocol-defined extraction fields - keep narrative residue in `notes`, not in schema columns ## Script boundary `scripts/run.py` should: - parse the extraction schema from the protocol - filter `include` rows - materialize a normalized CSV ## Acceptance - output exists - include rows map 1:1 to extraction rows - schema matches `output/PROTOCOL.md` ## Non-goals - synthesis writing - bias scoring

Details

Author
WILLOSCAR
Repository
WILLOSCAR/research-units-pipeline-skills
Created
7 months ago
Last Updated
today
Language
Python
License
None

Similar Skills

Semantically similar based on skill content — not just same category

Data & Documents Listed

data-extract

Get STRUCTURED data OUT of documents — PDFs (incl. multi-table/scanned via local OCR), Word, PowerPoint (.pptx), and Outlook .msg — into a clean .xlsx plus an audit report. Use when the user wants to "extract data from this PDF/document", "pull the table out of this report", "get the figures from these statements/certificates", "turn these confirmations into a table", "read the fields off this form", or "extract these line items". Two modes: key-value/FORM extraction (label → value, one record per document) and TABLE extraction (list a document's tables, pick one, pull it). NOT for already-tabular data (use data-tidy) or deal-document intelligence like lease abstraction/model review (out of scope).

0 Updated 2 weeks ago
moonlight-lupin
Data & Documents Solid

claims-extractor

Use when a review workspace has manuscript text and needs a traceable claim ledger. **Trigger**: claims extractor, extract claims, contributions, assumptions, peer review, 审稿, 主张提取. **Use when**: 审稿/评审或 evidence audit,需要把主张列表落盘并可追溯到原文位置(section/page/quote)。 **Skip if**: 没有可用的稿件/全文(例如缺少 `output/PAPER.md` 或等价文本)。 **Network**: none. **Guardrail**: 每条 claim 必须带可定位的 source pointer;区分 empirical vs conceptual claims。

498 Updated today
WILLOSCAR
AI & Automation Listed

extract-structured-bundle

Finalize a paper's verified reading output into the exact bundle schema (problem/method/key_result/limitation, each with a source_anchor) that all downstream fact-checking and article-drafting sops consume. Use this as the last step of the deep-read strategy, after third-pass-verify, whenever you need to hand off a finished bundle to quality-assurance or audience-first-writing.

1 Updated 1 weeks ago
yogsoth-ai