Compile a validated ROI-aware ResearchPack into evidence-grounded IdeaCards, lineage, closest-work checks, experiment planning inputs, and structured negative memory.
Normalize external AI/human survey outputs into reproducible, falsifiable, provenance-tracked research assets with bounded local verification.
Review a validated idea portfolio with standard evidence packages, heterogeneous raw reviews, blocker-first aggregation, and pairwise tournament traces.
在 GPU 服务器上为 accepted_index.csv 构建或刷新论文 embedding 缓存，供 resmax-survey 的语义检索使用。
构建、规范化和验证 AI 顶会/顶刊基础文献库。产出 paper_database/accepted_index.csv，并维护 manifest、review/cache/schema 覆盖率。
Summarize Resmax daily work from the fixed Codex conversation log into the fixed Obsidian work log. Use when the user says "总结今天工作", "今天工作日志", "记录今天工作", "把今天工作写到工作日志", or asks to summarize today's work from .codex/response-summary-log.md.
Initialize a freshly cloned Resmax checkout. Use when Codex needs to guide first-time setup, materialize local env files from templates, collect required API keys or machine config through questions, restore or build paper_database artifacts, explain hard vs soft requirements, and verify the repo is ready for resmax-database, resmax-embedding, or resmax-survey.