Extract Futureworks | Agent Skills Atlas

About this skill

Future-works analysis skill with two modes. Mode audit: review one manuscript's own future-works / conclusion / limitations section (.tex/.md) — presence, testability, link to a stated limitation, and novelty against the literature — and emit flagged findings for the host agent's plan. Mode mine: extract the stated future works / open problems of a corpus from full text (download via downloadpdf.py any-format, parse via extracttext.py --section-scan) and synthesize a corpus future-works table (with fit to the review and a Pareto 80/20 effort-vs-impact ranking) plus a research-opportunity list. Used inside the four auditors (audit) and scopus-researcher (mine). Trigger when an agent reaches its future-works / hypothesis step.

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0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 86c9b98cee690c61ca0f041c3a010c4c3822dd3808ab8d2edc0d54717d71e3b9

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Original listing metadata

Original name

extract-futureworks

Original description

Future-works analysis skill with two modes. Mode audit: review one manuscript's own future-works / conclusion / limitations section (.tex/.md) — presence, testability, link to a stated limitation, and novelty against the literature — and emit flagged findings for the host agent's plan. Mode mine: extract the stated future works / open problems of a corpus from full text (download via download_pdf.py any-format, parse via extract_text.py --section-scan) and synthesize a corpus future-works table (with fit to the review and a Pareto 80/20 effort-vs-impact ranking) plus a research-opportunity list. Used inside the four auditors (audit) and scopus-researcher (mine). Trigger when an agent reaches its future-works / hypothesis step.

About this listing

Category: Science & research
Reported license: MIT
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.