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hypo-idea
Generate research ideas from a direction, paper list, or survey output using quick-win and ambitious strategies with literature-grounded scoring.
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。
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Generate research ideas from a direction, paper list, or survey output using quick-win and ambitious strategies with literature-grounded scoring.
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。
基于 SOC 职业分类
Aggregate Codex skill bundle for academic literature search, screening, citation traversal, research ideation, experiment planning, LaTeX lint/fix, bibliography verification, polishing, translation, and one-command paper checks.
Run a multi-persona simulated academic review for a LaTeX or PDF paper. Parses paper structure, prepares reviewer-specific prompts, then guides independent reviews, AC meta-review, revision roadmap, and consistency checks.
Aggregate Codex skill bundle for academic literature search, screening, citation traversal, research ideation, experiment planning, LaTeX lint/fix, bibliography verification, polishing, translation, and one-command paper checks.
Run the full writing-quality pipeline for a LaTeX paper project: lint, auto-fix preview or apply, citation verification, and aggregated reporting. Use this when the user wants a submission-readiness check, a one-command writing QA pass, or a structured report summarizing lint and bibliography health.
Route a natural-language research request to the right Hypo-Research workflow. Use this when the user is unsure whether they need check, review, read, search, ideation, project management, or another expert skill. Can execute conservative safe paths with explicit inputs.
Run a unified pre-submission check pipeline for LaTeX papers, combining structure/format checks, LaTeX lint, and bibliography verification into one PASS/WARNING/FAIL report. Use when the user is preparing a paper submission, wants CI-friendly preflight checks, or asks for a complete submission-readiness report.
| name | hypo-idea |
| description | Generate research ideas from a direction, paper list, or survey output using quick-win and ambitious strategies with literature-grounded scoring. |
| license | MIT |
从研究方向、候选文献或 hypo-survey 输出中生成 research ideas。默认同时输出 Quick Win 和 Ambitious 两组。
$ARGUMENTS
results.jsonquick_win / ambitious,不填则两种都做hypo-search 或内部 S2 检索补充相关工作。uv run hypo-research idea "<direction>" --num-ideas 5
uv run hypo-research idea "<direction>" --mode ambitious --output json