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pedrohcgspedrohcgs/claude-code-my-workflow/.agents/skills/research-ideation/SKILL.md

research-ideation

Skill1.7k starsChanged 8 days agoMITView on GitHub

Generate structured research questions, testable hypotheses, and candidate empirical strategies from a topic, phenomenon, or dataset description. Use when user says "give me research ideas on X", "brainstorm questions about Y", "what could I study with this data?", "I'm looking for a paper idea on...", "generate hypotheses for...". One-shot generation, not multi-turn. For idea-refinement use `/interview-me`.

14 other projects use a version of this.

Adopted by

Steady: 0 new projects took it in the last 4 weeks, none the 4 weeks before.thin data

Week of Sep 13: 0 new projectsWeek of Sep 20: 0 new projectsWeek of Sep 27: 0 new projectsWeek of Oct 4: 0 new projectsWeek of Oct 11: 0 new projectsWeek of Oct 18: 0 new projectsWeek of Oct 25: 0 new projectsWeek of Nov 1: 0 new projects
Sep 2026Oct 2026Nov 2026
New projects taking a version of this file each week, over the 8 weeks our latest run read: only 0 in all, so this is a hint, not a trend.

Most recently taken up by

Who's talking about pedrohcgs/claude-code-my-workflow

The biggest 5 of 16 mentions linking to the repository that our crawl found. Each line is their own headline.

See all 16

Talked about on GitHub and Bluesky (16 times).

On GitHub · 14

9 more on GitHub

On Bluesky · 2

Used with

Projects with it also use results-report, daily-coding and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • 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.

    Also in 3 projects that use this

  • Clay-HHKSkill

    daily-coding

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

    Also in 3 projects that use this

  • 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.

    Also in 3 projects that use this

  • kharlamenkodevSkill

    bug-detective

    Also in 3 projects that use this

  • 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.

    Also in 4 projects that use this

  • 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

The file

We split this skill into the rules it gives an agent

2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 13 edited versions we read keep these.

  • 2

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Read that file now and follow it, with the files it points to.

    line 10
  2. Distinctive:

    Fresh context: If the step needs a context that has not seen your work, for example a claim verifier that must never see the draft, run it …

    line 20

“Common” is measured: kept by at least 6 in 10 of the 13 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md
<!-- Generated by scripts/sync-agent-skills.py from .claude/skills/research-ideation/SKILL.md. Do not edit: change the source and re-run the script. -->

research-ideation

This skill's instructions live in .claude/skills/research-ideation/SKILL.md. Read that file now and follow it, with the files it points to. Read AGENTS.md first if you have not already.

It was written for Claude Code. Running it from Codex, Antigravity or another agent:

  • Arguments. Where it says $ARGUMENTS, use what the user asked for.
  • Claude Code agents. Where a step hands work to an agent in .claude/agents/ (through the Agent or Task tool), do that step where it appears in the procedure: never later, and never skip it. A step that gates what follows still gates it (/commit runs its verifier before it commits). Read the agent's file for what the step checks.
  • Fresh context. If the step needs a context that has not seen your work, for example a claim verifier that must never see the draft, run it in a separate session or worker that has not seen the draft, if your tool can start one, and give it only what the step says to pass. If it cannot, do the step yourself, mark every result it produced not independently verified, and tell the user to repeat that check in Claude Code (/verify-claims for citations) before relying on it.
  • Claude Code settings. allowed-tools, model, effort, argument-hint and disable-model-invocation in the source's frontmatter configure Claude Code. Ignore them.
  • Guards. Claude Code's guard hooks do not run for you. Follow the rules in AGENTS.md yourself; the git pre-commit gate and CI still apply to your commits.

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