‹ 首页

research-architect-brainstorm

@mmthebest · 收录于 1 周前

Converts a target paper's transferable logic, a raw topic, and available materials into distinct feasible research-question and adaptation options.

适合你,如果你需要从已有论文中提炼新的研究方向或适配方案。

/ 下载安装
research-architect-brainstorm.skill双击,或拖进 Claude 桌面版 / Cowork,即完成安装↓ .skill↓ .zip
用别的 agent?下载 .zip 解压,把文件夹放进它的技能目录
Claude Code~/.claude/skills/(项目级 .claude/skills/)
Codex CLI~/.codex/skills/
Cursor自动读取上面两处目录
其他工具见其文档的「skills」目录;两个下载是同一份文件,只是名字不同
/ 通过 npx 安装 校验哈希
npx oh-my-skill add mmthebest/research-architect/research-architect-brainstorm
/ 通过 bash 安装
curl -fsSL https://oh-my-skill.com/install.sh | bash -s -- mmthebest/research-architect/research-architect-brainstorm
/ 已经装过?验证本机副本,不用重装
npx oh-my-skill verify mmthebest/research-architect/research-architect-brainstorm
安装目标可用 --agent / --scope 或 --to 明确指定;省略时只会在唯一已存在的 agent 目录上自动选择,零命中或多命中会停止并提示。content_hash 缺失或不一致均拒装。
63GitHub stars
~667最小装载
~667含声明引用
~711文本包总量
镜像托管

怎么用

技能原文 SKILL.md作者撰写 · MIT · 4628ef0

Research Architect Brainstorm

Use this branch after intake. When target references exist, run the target-reference pass of research-architect-literature first so brainstorming can adapt known research logic rather than guess from the topic alone.

Inputs

Read:

paper_output/project_config.json
paper_output/source_map.md
paper_output/source_inventory.md
paper_output/exemplar_logic_profile.md        # when target references exist
paper_output/exemplar_adaptation_plan.md      # preliminary version when available
Brainstorming lenses

Generate candidates using these lenses:

  1. Reference-logic lens: Which question-forming, theory, design, evidence, analysis, and argument principles make the target paper work?
  2. Adaptation lens: What is the user's project analogue, and which context-dependent assumptions require replacement?
  3. Problem lens: What unresolved tension, contradiction, practical concern, or conceptual limitation is visible?
  4. Material lens: What can the user measure, observe, interpret, compare, trace, derive, review, or test?
  5. Method and inquiry lens: Which design family and logic of inquiry can generate a defensible answer?
  6. Warrant lens: What empirical, interpretive, comparative, theoretical, or argumentative warrant can support the claim?
  7. Disconfirmation lens: Which negative case, rival explanation, counterexample, sensitivity test, or boundary condition would clarify scope?
  8. Reader-value lens: What would a skeptical reader learn that existing work does not already establish?
Required outputs

Create:

paper_output/problem_landscape.md
paper_output/idea_candidate_matrix.md
paper_output/research_question_options.md
paper_output/feasibility_filter.md
Candidate matrix

Use:

| Candidate ID | Problem or Tension | Candidate Research Question | Reference Logic Inherited | Required Adaptation | User-Specific Contribution | Needed Evidence or Warrant | Available Material | Missing Material | Feasibility | Mismatch Risk | Claim Risk | Next Action | |---|---|---|---|---|---|---|---|---|---|---|---|---|

Option requirements

Each target-driven option must state:

  • which strength of the reference paper it preserves;
  • which source-specific assumption it replaces;
  • how the user's context creates an independent contribution;
  • what evidence or argumentative warrant is required;
  • which design family is provisionally selected;
  • what action the user should take first;
  • what claim remains supportable if the full target design is infeasible.

Options should differ in research logic, evidence path, or contribution. Topic paraphrases do not count as distinct options.

Filtering

Classify candidates as:

  • advance: coherent, answerable, and feasible enough for literature positioning;
  • needs_more_material: promising with a clearly identified missing input;
  • defer: useful after a simpler or narrower study is completed;
  • reject: already answered, unsupported, structurally mismatched, or lacking a defensible inquiry path.

Conceptual, critical, interpretive, and normative projects can advance when they have explicit premises, source-selection logic, argumentative warrants, counterarguments, and scope.

Output behavior

Present 2-5 candidate directions and explain the reference-derived logic behind each. The final research spine remains a user decision after literature positioning.

按 MIT 许可原样转载,未经改动 · 在 GitHub 查看 →

评论

登录即可评论;带「已验证安装」的,是发布者名下有本店的安装或持有记录。