extract-futureworks - Future-works analysis for audit and corpus mining
Audits manuscript future works and mines corpus open problems to synthesize research opportunities and generate findings for host agents.
Tags
Updated: 2026-09-19Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Audit manuscript future-work sections
- Extract section text using parser
- Check future-work testability and specificity
- Audit links to stated limitations
- Validate hypothesis novelty via Scopus
- Mine future works from corpus
- Synthesize ranked corpus opportunity lists
Inputs
- Manuscript file (.tex or .md)
- Corpus reference file (.bib)
- Existing references directory (refs/)
- Scopus API key
- Unpaywall email address
Outputs
- Manuscript future-work audit report file
- Host agent plan flags
- Corpus future-work Markdown report file
- Corpus future-work JSON data file
Requirements
- Python Markdown or PDF backend parser
- Shared extract_text.py script
- Download script download_pdf.py
- Reachable scopus_api.py script