研究管理器
Soceremite2026-10-28查看 283复制 403
在现有项目记录中记录研究决策、证据驱动的转向、延后的分支和跨会话交接。用于整合研究历史;research-guide 选择下一个工作流,research-wiki 存储知识。
📘如何使用这个技能
- 1复制技能内容·点击上方「Copy SKILL.md」复制全部内容,或 Download 下载到本地
- 2打开你的 AI 客户端·支持 Claude Code、Trae、Cursor、ChatGPT、DeepSeek、Kimi 等任意 AI 助手
- 3粘贴为系统提示/知识文件·Claude Code:放入 .claude/skills/ 目录;普通对话:作为首条消息发送并说「请严格按这份技能文档执行」
- 4直接提出你的需求·AI 会按技能定义的工作流、格式和约束来处理,无需再解释背景
💡 提示:技能生效后,每次对话只需一句需求,AI 会按 SKILL.md 的流程执行。
SKILL.md3242 chars
--- name: research-manager description: "Record research decisions, evidence-driven pivots, deferred branches and cross-session handoffs in existing project records. Use to consolidate research history; research-guide selects the next workflow and research-wiki stores knowledge." --- <!-- EVO-INQUIRY:BEGIN --> For research work, read [EvoInquiry](../shared-references/evo-inquiry.md), or reuse it if already loaded and unchanged in this session. Preserve the user's scope and the active workflow's review, resource and recovery contracts. <!-- EVO-INQUIRY:END --> # Research decisions and handoffs Consolidate what changed, why it changed and what evidence could change the decision again. Read [research-decisions](../shared-references/research-decisions.md) when writing durable records. Record meaningful choices and findings, not every command, formatting edit or temporary tool failure. ## Inspect before recording Find the actual project question, relevant artifacts and existing decision log or wiki. Distinguish user instructions, user decisions, verified observations, agent proposals and agent actions. Inferences about what the user wants remain proposals; a command being planned is not an action already performed. Check evidence behind resumed statuses and substantial findings. Cite original results and review receipts rather than copying a summary into a new authority. When sources conflict or are unavailable, preserve the uncertainty in the handoff. An absent artifact can limit the conclusion without blocking unrelated preparation. ## Use one record owner Prefer the project's existing decision document. If a wiki is already enabled and no decision document owns this information, use its `decisions.jsonl` through the installed package's `tools/research_wiki.py record_decision` command. Resolve the actual wiki path; do not assume `.ei/research-wiki` or initialize a wiki just to answer a question. The shared reference documents the exact input fields. Preserve stable decision IDs, original choices, dissent and meaningful failed branches. A later decision supersedes an earlier one with an explicit reference; do not rewrite the earlier choice as though the project never considered it. Repeating a handoff should not duplicate the same decision. For each important decision record the question, alternatives, choice or proposal, reason, evidence, open uncertainties and a revisit trigger. Keep this proportional: a short requested handoff can be one paragraph with evidence paths. ## Respect workflow boundaries Use an available workflow router when the next step is unclear, and [research-wiki](../research-wiki/SKILL.md) for paper/entity operations. The Codex distribution provides `research-guide` for routing. The manager does not create a second scheduler, run-state file or exploration DB. It cannot mark a phase accepted, override a pending reviewer, certify a hypothesis, launch an experiment or delete artifacts just because a decision was recorded. There is no implicit session-end callback: capture important authorized milestones while the session is active, or prepare the requested handoff. State remaining work and its prerequisites honestly; do not promise background continuation.