Expand from seed papers by following references and citations inside Research Harness workflows. Trigger on phrases like "citation-trace", "/citation-trace", "引用追踪", "沿引用链扩展", or equivalent requests to grow a paper set from one or more seed papers.
Extract core claims from papers for Research Harness evidence structuring. Trigger on phrases like "claim-extraction", "/claim-extraction", "提取论文声明", "claim extract", or equivalent requests to identify key claims, evidence, assumptions, and limitations from ingested papers.
Decide whether a research stage has enough evidence to advance in Research Harness. Trigger on phrases like "evidence-gating", "/evidence-gating", "证据门控", "现在能推进吗", or equivalent requests to check whether current literature, claims, and artifacts justify moving to the next stage.
Improve Research Harness manuscript figures and visual evidence. Use when a paper/PDF has low-quality figures, placeholder fbox/minipage diagrams, blurry PNGs, weak visual evidence, missing publication-ready graphics, figure/table quality review blockers, or requests to use Codex/ImageGen/GPT Image to generate academic paper figures.
Evaluate and replay final_bundle PDF/LaTeX quality for Research Harness project-level self-evolution. Trigger on phrases like "final bundle quality", "PDF quality replay", "LaTeX quality gate", "AAAI PDF QA", "final_bundle_quality", or equivalent requests to scan publication bundles, classify layout/encoding/recompile defects, and decide whether a skill can be promoted.
Analyze research gaps using Research Harness paper pools and extracted evidence. Trigger on phrases like "gap-analysis", "/gap-analysis", "研究空白分析", "找研究 gap", or equivalent requests to identify underexplored questions, missing baselines, or contradictory findings.
Build a structured literature map in Research Harness. Trigger on phrases like "literature-mapping", "/literature-mapping", "文献地图", "建立文献库", "systematic literature map", or equivalent requests to cluster papers, identify baselines, and organize a topic-level paper pool.
Run comprehensive literature search for Research Harness. Trigger on phrases like "literature-search", "/literature-search", "文献检索", "系统检索论文", "帮我搜相关论文", or equivalent requests to search, shortlist, and ingest relevant papers.