Individual skill

research-idea

当用户提供研究资料、项目背景、实验结果、论文草稿、PR/仓库信息或自然语言线索，希望在文献调查基础上提出科学问题、凝练可证伪假设、寻找创新点或判断研究想法价值时使用。⚠<U+FE0F> 不适用：用户只需要完整实验方案/分析计划（优先 research-plan）、只要写文献综述正文（优先 research-literature-review）、或只要不需要文献依据的普通头脑风暴。

skills/research-idea/SKILL.md

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Last checked: Nov 11, 2026

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Repository stars (not skill ratings): 3,036
Repository last updated: Nov 9, 2026
License: MIT

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ai Repository topic
claude-code Repository topic
codex-cli Repository topic
funding Repository topic
graduate Repository topic
latex-template Repository topic
research Repository topic
researchpapers Repository topic
vibe-codng Repository topic
research Derived category

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CHANGELOG.mddoc · 13,430 bytes
README.mddoc · 6,815 bytes
README_EN.mddoc · 8,040 bytes
SKILL.mdcore · 11,635 bytes
SKILL.mdcore · 11,635 bytes
SKILL.mdcore · 11,635 bytes
config.yamlasset · 6,040 bytes
references/agent-review-prompt.mddoc · 2,210 bytes
references/novelty-check.mddoc · 4,035 bytes
references/report-template.mddoc · 7,878 bytes
references/research-synthesis.mddoc · 6,575 bytes
references/runtime-guide.mddoc · 7,393 bytes
references/states/candidates/STATE.mddoc · 2,788 bytes
references/states/completed/STATE.mddoc · 1,865 bytes
references/states/index.jsonasset · 1,924 bytes
references/states/literature/STATE.mddoc · 2,385 bytes
references/states/reporting/STATE.mddoc · 2,809 bytes
references/states/review/STATE.mddoc · 2,770 bytes
references/verifiers/hypothesis-merit/VERIFIER.mddoc · 6,066 bytes
references/verifiers/index.jsonasset · 1,488 bytes
references/verifiers/stage-readiness/VERIFIER.mddoc · 8,607 bytes
references/verifiers/stage-readiness/scripts/evidence_consistency.pyruns · 1,942 bytes
scripts/check_completion.pyruns · 41,889 bytes
scripts/check_dependencies.pyruns · 3,127 bytes
scripts/edge_rules.pyruns · 11,310 bytes
scripts/init_workspace.pyruns · 8,385 bytes
scripts/phase_entry.pyruns · 26,910 bytes
scripts/start_workflow.pyruns · 11,878 bytes
scripts/validate_report.pyruns · 21,925 bytes

Read excerpt

# Research Idea

## 目标

从用户资料与可审计文献证据中建立研究脉络，提出科学问题和可证伪假设，分开判断科学价值、可信度与近期投入，形成有界推荐、当前范围内无合格候选或证据不足结论。候选必须来自前置调查，不得仅凭资料臆造。

相邻 Skill：`research-topic-extractor` 提取检索主题；`research-literature-search` 生成 `rls.v1` 候选与 provenance；`research-literature-radar` 建立全量 landscape；`research-literature-interpretation` 逐篇解读；`parallel-vibe` 独立审查。完整综述使用 `research-literature-review`，实验/分析计划使用 `research-plan`。

## 流程

### 输入

- 必需：文本、文件/目录、URL、论文线索、实验现象、仓库或 PR 背景中的至少一种。
- 可选：研究目标、时间/资源边界、输出路径、审查轮数和人数。
- 默认报告目录：`./docs/ideas/`；默认任务区：`./.bensz-api/task-{yyyymmdd-hhmm}-{简短描述}/research-idea/`。