用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill research-question命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
正在显示 SKILL.md
| name | research-question |
| description | Campaign: Refine hypotheses into precise, framed research questions |
| version | 1.0.0 |
| category | hypothesis-formation |
| type | campaign |
| input | Hypothesis + domain constraints (from hypothesis-formulation or user-provided) |
| output | Framed research question + scope + success criteria + sub-questions |
| strategies | ["framework-guided-formulation","scope-calibration","decomposition-formulation","comparative-formulation","feasibility-constrained-formulation"] |
| tactics |
| ["framework-selection-and-application","question-refinement-loop","sub-question-decomposition"] |
| dependencies | {"campaigns":["hypothesis-formulation"],"strategies":["comparative-formulation","decomposition-formulation","feasibility-constrained-formulation","framework-guided-formulation","scope-calibration"],"sops":["context-checkpoint","context-init","hypothesis-formation-quality-gate-check","hypothesis-formation-saturation-detection","question-synthesis"]} |
Refine hypotheses into precise research questions — answering "how do we refine a hypothesis into a precise research question?"
Not satisfied → stop, recommend completing hypothesis-formulation or clarifying the research direction first.
Transform a "testable hypothesis" into a "precise research question" — the question must have a clear scope, measurable success criteria, and decomposable sub-questions. The output is a research question that can directly guide experiment design or literature review.
| Strategy | When to Use | Core action |
|---|---|---|
| framework-guided-formulation | Research type is clear, with a corresponding standard framework | Select framework → fill in |
| scope-calibration | Question is too broad or too narrow | zoom in/out |
| decomposition-formulation | High question complexity, not answerable by a single experiment | Decompose |
| comparative-formulation | A comparison of A vs B is needed | Construct the comparison |
| feasibility-constrained-formulation | The ideal question exceeds available resources | Pragmatic adjustment |
The CC selects autonomously based on hypothesis characteristics and constraints. A common combination: framework-guided → scope-calibration → decomposition.
| Tier | Framework assessment | RQ output | FINER check | Sub-questions |
|---|---|---|---|---|
| S | ≥2 framework comparisons | ≥1 precise RQ | All 5 items pass | Optional |
| M | ≥3 framework comparisons | ≥2 precise RQs | All 5 items pass + success criteria | ≥3 sub-questions |
| L | ≥4 framework comparisons | ≥3 precise RQs | All 5 items pass + criteria + answering sequence | ≥5 sub-questions + dependency graph |
Every RQ must contain:
Each campaign execution must produce:
Optional, no fixed order; the final leaf is always a sop.
| Strategy | When to use |
|---|---|
| comparative-formulation | Strategy: Construct comparative research questions — systematic comparison of A vs B |
| decomposition-formulation | Strategy: decompose a complex research question into a hierarchy of independently answerable sub-questions |
| feasibility-constrained-formulation | Strategy: reshape a research question under resource constraints — pragmatic adjustment that preserves core value |
| framework-guided-formulation | Strategy: Select an RQ framework (PICO/SPIDER/SPICE/ECLIPSE) and apply it systematically |
| scope-calibration | Strategy: Adjust research question scope — zoom in/out until the scope is appropriate |
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| context-checkpoint | Append research process and results to the current Phase's context file. Covers both process and results with genuine substance. Use this skill at plan-designated checkpoint points — typically after each strategy completes or at key decision nodes within a research Phase. |
| context-init | Create a new context file for a research Phase. Called once at Phase start to initialize the file that subsequent context-checkpoint calls will append to. Use this skill whenever a new research Phase begins and a fresh context file is needed. |
| hypothesis-formation-quality-gate-check | Shared SOP: General quality-gate check (format completeness, logical consistency) |
| hypothesis-formation-saturation-detection | Shared SOP: judge whether the current activity has reached information saturation |
| question-synthesis | SOP: synthesize all intermediate products into a final research-question set |
Optional, no fixed order; the final leaf is always a sop.
| Campaign | When to use |
|---|---|
| hypothesis-formulation | Campaign: transform insights and gaps into structured testable hypotheses |
