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research-architect-evidence

@mmthebest · 收录于 1 周前

Builds a cross-method evidence bank, claim register, evidence-display plan, and claim-strength calibration from executed research materials.

适合你,如果你需要系统化整理研究证据并评估声明强度。

/ 下载安装
research-architect-evidence.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-evidence
/ 通过 bash 安装
curl -fsSL https://oh-my-skill.com/install.sh | bash -s -- mmthebest/research-architect/research-architect-evidence
/ 已经装过?验证本机副本,不用重装
npx oh-my-skill verify mmthebest/research-architect/research-architect-evidence
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
~770最小装载
~770含声明引用
~810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 Evidence and Claim Architecture

Use this branch after study design and after the user has findings, observations, measurements, interviews, documents, cases, coding outputs, simulations, analyses, derivations, arguments, displays, or draft claims.

Blocking rule

When no evidence or argumentative material exists, create an execution checklist and return to research-architect-design. Drafting begins after the evidence path is explicit.

Inputs

Read:

paper_output/confirmed_research_spine.md
paper_output/study_design_brief.md
paper_output/analysis_plan.md
paper_output/evaluation_plan.md
paper_output/study_component_registry.md
paper_output/experiment_registry.md            # compatible specialized view when present
paper_output/exemplar_adaptation_plan.md       # when target references exist
source files and research materials supplied by the user
Required outputs

Create:

paper_output/evidence_bank.md
paper_output/claim_register.md
paper_output/evidence_display_map.md
paper_output/claim_strength_calibration.md
paper_output/result_interpretation_notes.md

For figure-centered projects, figure_asset_map.md may be emitted as a specialized view.

Evidence bank schema

| Evidence ID | Evidence Type | Source/File | Locator | Context/Population/Case | What It Shows | Warrant Type | Related Claim IDs | Strength | Limitations | Contradictory Evidence | Display Candidate | Verification Status | |---|---|---|---|---|---|---|---|---|---|---|---|---|

Evidence types may include:

  • statistical estimate or model output;
  • survey measurement;
  • administrative or observational data;
  • experiment or simulation result;
  • interview excerpt;
  • field note or observation;
  • document or archival source;
  • case event or process-tracing observation;
  • coding matrix, category, or theme;
  • visual or media artifact;
  • conceptual premise or definition;
  • argument step, counterexample, or counterargument;
  • review-synthesis finding;
  • mixed-method joint inference.
Claim register schema

| Claim ID | Draft Claim | Claim Type | Maximum Strength | Scope/Context | Evidence IDs | Citation IDs | Warrant Type | Rival Explanation Addressed | Generalization Mode | Required Qualification | Forbidden Inference | Status | |---|---|---|---|---|---|---|---|---|---|---|---|---|

Supported claim types:

  • descriptive;
  • associational;
  • comparative;
  • causal;
  • mechanistic_or_process;
  • interpretive;
  • theoretical;
  • conceptual;
  • normative;
  • policy_or_practical;
  • generalization;
  • transferability;
  • speculative;
  • unsupported.
Evidence-display map

| Display ID | Display Type | Argument Function | Evidence IDs | Structure or Panel Plan | Main Message | Allowed Claim | Context Needed | Risk | Status | |---|---|---|---|---|---|---|---|---|---|

Display types include figures, statistical tables, coefficient plots, quotation tables, coding matrices, case-comparison tables, chronologies, process maps, causal diagrams, conceptual frameworks, document-source matrices, and mixed-method joint displays.

Warrant and inference controls
  • Association supports association unless a causal identification strategy is present.
  • Qualitative evidence supports contextualized interpretation and theoretical insight through transparent sampling, analysis, reflexivity, and negative-case handling.
  • Case evidence supports within-case inference and analytical generalization when selection and rival explanations are explicit.
  • Historical and archival evidence requires source provenance and criticism.
  • Conceptual and normative claims require explicit premises, argument steps, and counterarguments.
  • Mixed-method claims identify which strand supports each part and how the strands integrate.
  • Generalization mode is always named.
Rules
  • Every central claim resolves to evidence, citation support, or explicit limitation language.
  • Preserve contradictory, null, negative, and disconfirming material.
  • Record exact locators for quotations, documents, tables, figures, datasets, and analysis outputs.
  • Evidence displays state what the material supports within its context.
  • Interpretation remains within the selected design family and confirmed research spine.
按 MIT 许可原样转载,未经改动 · 在 GitHub 查看 →

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