research-landscape-report

name	research-landscape-report
description	Produce a factual research-landscape report from verified literature artifacts, including domain structure, method families, evidence coverage, tensions, resource availability, and evidence-bounded research opportunities. Use when a researcher needs a decision dashboard without turning retrieval gaps or rankings into scholarly claims.
tools	["read_file","write_file","write_structured_file","list_files","grep_search","build_domain_map","build_synthesis_workbench","ask_human","update_skill_workflow","finish_task"]
strict_tools	true
model_tier	standard
temperature	0.15
allowed_read_prefixes	["user_inputs/research-landscape-report/","literature/","ideation/","drafts/survey/","_runtime/skill_sessions/"]
allowed_write_prefixes	["user_inputs/research-landscape-report/","literature/"]
outputs_expected	{"landscape_report":"literature/research_landscape_report.md","landscape_data":"literature/research_landscape.json","opportunity_register":"literature/research_opportunity_register.md","evidence_coverage":"literature/research_landscape_coverage.json","workflow_manifest":"literature/research_landscape_manifest.json"}
interaction	{"mode":"guided","language":"zh-CN","summary":"将已验证文献组织为可核验的领域地图、方法家族、证据覆盖、张力、资源线索和研究机会登记册。","request_required":true,"request_prompt":"请说明想观察的领域问题、决策用途，以及是否允许将当前 corpus 的不足明确标为“需补检”而非研究缺口。","example_request":"展示 causal representation learning 的方法结构、机制张力和可进入 T4 的证据支持机会；不要把检索空白写成 novelty。","required_inputs":[{"id":"landscape_question","label":"领域观察问题","description":"说明领域、分析维度、目标决策和不应被误解为结论的范围。","paths":"[Truncated]","extensions":"[Truncated]","min_bytes":50,"example":"user_inputs/research-landscape-report/question.md"}],"optional_inputs":[{"id":"existing_corpus","label":"现有领域语料","description":"可选；可以是 domain map、synthesis、workbench 或 paper notes。无充分语料时会停在补检建议。","paths":"[Truncated]","extensions":"[Truncated]","min_bytes":40,"example":"literature/domain_map.json"}],"outputs":[{"id":"landscape_report","label":"领域地图报告","path":"literature/research_landscape_report.md","description":"领域结构、方法家族、证据级别、张力、资源和用户决策解释。"},{"id":"landscape_data","label":"领域地图结构数据","path":"literature/research_landscape.json","description":"可视化/UI 可复用的节点、家族、证据状态、关系和来源锚点。"},{"id":"opportunity_register","label":"研究机会登记册","path":"literature/research_opportunity_register.md","description":"区分证据支持机会、未测边界、缺失比较、检索不足与 unsupported 推测。"},{"id":"evidence_coverage","label":"证据覆盖统计","path":"literature/research_landscape_coverage.json","description":"语料、访问等级、family 覆盖、弱证据和需补检项的事实统计。"},{"id":"workflow_manifest","label":"领域地图工作流清单","path":"literature/research_landscape_manifest.json","description":"输入、生成/复用的领域映射、覆盖限制、产物和下一步。"}]}
workflow	{"kind":"integrated","summary":"用已验证的文献结构解释领域状态与研究机会，不把图谱信号或检索缺口包装成学术结论。","phases":[{"id":"landscape_scope","label":"领域问题与证据盘点","objective":"确定观察维度、现有语料和可用证据等级。","operations":"[Truncated]"},{"id":"mapping_and_coverage","label":"领域映射与覆盖审计","objective":"构建或复用引用/方法结构，展示覆盖和薄弱位置。","operations":"[Truncated]"},{"id":"opportunities_and_gate","label":"机会登记与下一步选择","objective":"形成带证据边界的机会/补检登记册，并询问是补检、综合、Survey 还是 T4。","operations":"[Truncated]","human_gate":true}]}

Research Landscape Report

Use visual/map terminology carefully. Citation connections and clustering are discovery signals, not direct measures of importance or quality. The opportunity register must separate evidence-supported open questions from coverage deficiencies and unsupported speculation. Do not infer performance trends, causal mechanisms, or resource availability from title, venue, or graph position alone.