菜单
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.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Maintain and debug the Research Harness Zotero plugin adapter. Trigger on Zotero side panel, Zotero reader, Zotero copy/clipboard, local RH API bridge, PDF attachment, RH-to-Zotero sync, seed-paper previews, plugin restart/dev-refresh, or requests to align Zotero plugin behavior with RH CLI/MCP skills without duplicating existing research workflow skills.
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.
| name | literature-search |
| description | 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. |
| public_suite | research |
| task_type | discovery |
| data_access_level | local+external |
| inputs | topic scope, time range, venue/domain constraints, topic_id |
| outputs | ranked paper candidates, ingestion decisions, frontier evidence |
| gates | ingestion requires topic_id; frontier claims need academic and industry signals |
| artifact_schemas | paper_pool, frontier_attention_evidence |
| estimated_runtime | 10-45 min |
Use this skill for broad paper discovery.
~/code/research-harness/docs/agent-guide.md if topic context is unclear.paper_search or rhub-compatible search flow.When the search supports a paper, survey, or topic-validation task, include a frontier-attention pass:
Papers must be ingested under the topic; non-paper sources should be recorded
in a frontier_attention_evidence artifact with URL, date, source type, and
the claim they support.