caozx1110/ResearchLab

unit-analyst

统一分析 paper、repo、dataset、blog 与技术笔记 unit；按 kind 路由到既有 evidence-first prepare/Agent-fill/verify 实现，保持历史 owner、偏好与确认回执身份不变。

kb-cli

kb 快捷命令入口（伪 CLI），用于把常用 research 操作统一成 kb 动词形式；当用户运行或对 AI 说 kb help/init/doctor/update/obsidian/status/next/find/add/ingest/review/reject/recall/resume/undo/restore 时使用。

research-config-manager

管理 core 研究系统配置，包括资源画像、语言偏好、taxonomy seed、candidate pool policy 与自动化开关。

skill-evolution-advisor

经验 + skill 演化记忆：capture lightweight learnings, redacted diagnostic summaries, optional private local-detailed records, confirmed habits/gotchas, and confirmation-gated retrospective improvement prompts.

原文语言：英语

source-intake

把 paper / repo / dataset / blog source 先做 staging，再做去重与轻量 record 入库，不直接替代深分析。

discussion-archivist

Archive important technical route discussions into durable per-program notes, including conclusions, tradeoffs, open questions, and next validation actions.

原文语言：多语言混合

experiment-workbench

Manage core experiment units, including plans, classified run logs, follow-ups, diagnosis categories, and confirmation-gated experiment conclusions.

原文语言：英语

idea-workbench

负责 core idea unit 的生成、evidence-first analysis、陪练讨论、多候选管理、显式选择与归档。

knowledge-base-manager

管理 knowledge base 的统一 schema、passage 索引、链接、taxonomy/topic/pool 治理、review classifier 与生命周期推进。

literature-search

由 runtime Agent 使用当前可用的搜索、浏览或 connector 能力执行有界文献检索，保留查询、候选、筛选、引用扩展、缺口与停止依据；当用户要求找论文、补相关工作、执行系统检索，或 program evidence request 需要外部文献发现时使用。

literature-synthesizer

负责跨 paper / repo / dataset / blog / idea 的 evidence-first survey、review、taxonomy 与一等概念单元综合。

method-designer

Turn a selected core idea unit into a per-program method design handoff with repo choice, interfaces, and an expanded experiment matrix.

原文语言：英语

report-author

Generate self-contained weekly reports, stage summaries, PPT or writing materials, and evidence-backed paper outlines from program claims, events, evidence, and decisions.

research-monitor

维护研究订阅、机械到期事实与冻结运行回执；当用户要求定期追踪新文献、周期复查 survey 或既有结论时使用，实际检索与研究判断仍由 runtime Agent 完成。

research-orchestrator

Orchestrate research programs under `kb/programs/`, including program state, open questions, evidence requests, decision logs, reporting events, and skill routing.

原文语言：英语