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HughYauHughYau/pengsida-learning-research-skills/research-ideation/SKILL.md

research-ideation

Skill27 starsChanged 3 months agoNo licenceView on GitHub

Decide what research problem to attack and how to attack it — the two halves of想idea. Applies a hard four-case novelty gate (cases 1-2 mean a well-established solution exists and the work must not proceed), ranks candidate problems by importance, then derives a pipeline-level method by stripping the surface symptom to the real technical challenge and combining techniques from a challenge-insight tree. Returns a filled scorecard with a go / change-topic verdict, not an opinion, and ships a fully worked example scorecard showing the granularity each cell needs. Use whenever the user floats an idea, picks a direction, asks whether something is novel or already done, asks how to solve a failure case, proposes stacking two existing methods, or asks you to implement a research idea — especially that last one, since implementing an already-solved problem is the most expensive mistake this methodology names. Pairs with literature-review for the retrieval the gate depends on. 中文触发：选题、想idea、这个题值不值得做、有没有创新空间、novelty够不够、做什么方向、怎么解决这个问题、设计方法、设计pipeline、能不能把A和B结合起来、这个方向做完了吗。

14 other projects use a version of this.

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  • Galaxy-DawnSkill

    results-report

    This skill should be used when the user asks to "write an experiment report", "summarize experimental results", "do experiment retrospection", "write a results report", "写实验总结报告", "写实验复盘", or mentions turning completed experiment artifacts into a structured, decision-oriented research report. It assumes strict analysis should come from `results-analysis` first.

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  • Clay-HHKSkill

    daily-coding

    Daily coding assistant that auto-triggers when writing/modifying code, providing a core checklist.

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  • Clay-HHKSkill

    kaggle-learner

    This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs. Provides access to extracted knowledge from winning Kaggle solutions across NLP, CV, time series, tabular, and multimodal domains.

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  • kharlamenkodevSkill

    bug-detective

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  • Google CloudSkill

    citation-verification

    Verify that citations in a document resolve to real records and that claimed titles match. Use before trusting a document's reference list.

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  • AnthropicSkill

    command-development

    This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.

    Also in 3 projects that use this

  • +2 more from Clay-HHK

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