Individual skill
paper-opportunity-radar
Run a cumulative daily or retrospective sweep of research papers on a chosen topic, audit their claims, methods, integrity signals, and independent support, then identify overlooked but feasible project or business opportunities in a detailed source-grounded report. Use when asked to monitor papers every day, mine buried research, evaluate whether a paper is credible or reproducible, find unimplemented research ideas, or separate promising work from hype, weak evidence, and retracted or contradicted results.
skills/paper-opportunity-radar/SKILL.md
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- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
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- Repository last updated
- Aug 16, 2026
- License
- MIT
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README.mddoc · 1,166 bytesSKILL.mdcore · 12,297 bytesSKILL.mdcore · 12,297 bytesSKILL.mdcore · 12,297 bytesSKILL.mdcore · 12,297 bytesSKILL.mdcore · 12,297 bytesagents/openai.yamlasset · 301 bytesreferences/discovery-protocol.mddoc · 5,683 bytesreferences/evidence-audit.mddoc · 8,065 bytesreferences/opportunity-and-report.mddoc · 8,257 bytes
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# Paper Opportunity Radar
Treat the literature as an evidence base to traverse over time, not a feed to
summarize. Build a cumulative corpus, audit important papers at claim level,
look for what happened after publication, and turn only defensible gaps into
testable opportunities.
This skill runs when invoked. It does not silently create a background
scheduler. If the user wants a daily cadence, preserve resumable state and give
their scheduler the recurring prompt in [Daily Operation](#daily-operation).
Never say monitoring is active until a recurring job actually exists.
## Non-negotiable Standards
