{"name":"Helen","kind":"llm_discovery","version":"1","about":"从论文理出课题。组内论文拆解与研究报告已打成可逐条继续分析的 JSON。","urls":{"discover":"http://23.94.131.80:8000/llm","catalog":"http://23.94.131.80:8000/llm/catalog","llms_txt":"http://23.94.131.80:8000/llms.txt","mcp":"http://23.94.131.80:8000/mcp","login":"http://23.94.131.80:8000/auth/login","me":"http://23.94.131.80:8000/auth/me","page":"http://23.94.131.80:8000/"},"mcp":{"url":"http://23.94.131.80:8000/mcp","transport":"streamable-http","auth":"Authorization: Bearer <HELEN_MCP_TOKEN>","token_configured":true,"tools":["list_catalog","get_paper","get_idea","get_direction","get_report","get_combination","search_knowledge"]},"auth":{"required_for_data":true,"method":"session_cookie","cookie":"raos_session","login":{"method":"POST","url":"http://23.94.131.80:8000/auth/login","body":{"username":"","password":""}},"note":"浏览器已登录则直接带 cookie。不要把密码写进后续分析。未登录时本文件只含约定，不含目录。"},"conventions":["优先连 MCP：在支持远程 MCP 的大模型 Agent 里配置 url 为本站 /mcp，Header 带 Bearer token。","不会 MCP 时：先读本发现文档；登录后 GET /llm/catalog（或读本文件 catalog）拿活目录，再按 urls.json 下钻。","目录优先：先读 */llm 或调用 list_catalog / get_paper / get_report，再读子资源。一次只分析一条创意、方向或报告组合。","禁止请求 /papers/{id}/details（可能含 parsed_text）。论文只用 /papers/{id}/llm 及其子资源，或 MCP get_paper / get_idea / get_direction。","禁止把 /reports/{id} 的 markdown 整篇塞进上下文。报告用 /reports/{id}/llm 与 /combinations/{rank}，或 MCP get_report / get_combination。","只使用 JSON 里出现的 id、Issue 编号、论文标题；禁止编造。","继续分析时严格按该资源 expected_output_schema 输出。"],"loop":["GET http://23.94.131.80:8000/llm  或连接 MCP http://23.94.131.80:8000/mcp","POST http://23.94.131.80:8000/auth/login  （仅 REST；MCP 用 Bearer token）","GET http://23.94.131.80:8000/llm/catalog  或 MCP list_catalog","GET http://23.94.131.80:8000/papers/{paper_id}/llm  或  GET http://23.94.131.80:8000/reports/{report_id}/llm；MCP 则 get_paper / get_report","再 GET 子资源或调用 get_idea / get_direction / get_combination，按 expected_output_schema 回复"],"resources":[{"kind":"paper_breakdown","index":"GET http://23.94.131.80:8000/papers/{paper_id}/llm","children":["GET http://23.94.131.80:8000/papers/{paper_id}/llm/ideas/{idea_id}","GET http://23.94.131.80:8000/papers/{paper_id}/llm/directions/{direction_id}"],"avoid":["GET http://23.94.131.80:8000/papers/{paper_id}/details"]},{"kind":"report_index","index":"GET http://23.94.131.80:8000/reports/{report_id}/llm","children":["GET http://23.94.131.80:8000/reports/{report_id}/combinations/{rank}","GET http://23.94.131.80:8000/reports/{report_id}?compact=true"],"avoid":["GET http://23.94.131.80:8000/reports/{report_id}  （含长 markdown，除非只要 compact=true）"]},{"kind":"cognition_search","index":"GET http://23.94.131.80:8000/cognition/search?query={q}&k=8","note":"按主题检索组内论文/创意/方向，再回到对应 /papers/{{id}}/llm。"}],"output_schemas":{"paper_idea":{"idea_id":"","verdict":"推进 | 暂缓 | 放弃","mechanism":"可对接的机制一句话","what_to_reuse":"相对原文真正可迁移的部分","next_experiment":"最小验证与指标","risks":["风险"]},"paper_direction":{"direction_id":"","verdict":"推进 | 暂缓 | 放弃","theme_stack":["模块"],"linked_idea_ids":[],"six_week_plan":[{"week":"1-2","task":"","metric":""}],"kill_criteria":""},"report_combination":{"rank":1,"verdict":"推进 | 暂缓 | 放弃","mechanism_stack":["模块A","模块B"],"what_is_new":"相对已给 Issues，真正可立项或可发表的增量；禁止空话","experiment_plan":[{"week":"1-2","task":"可执行任务","metric":"必须报告的指标"}],"must_report_metrics":["指标1"],"kill_criteria":"何种结果应停止堆叠或换方向","open_risks":["风险与缓解"],"followup_issue_numbers":[0],"notes":"不得编造未出现的 Issue 编号或论文标题"}},"authenticated":false,"catalog":null}