Screened · automated checks passed

research-ideation

from pedrohcgs/claude-code-my-workflow · ★ 1,409 on GitHub · found by our crawler 2026-07-07

What the author says it does

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`.

Quoted from the skill's own SKILL.md trigger description — this is what tells Claude when to activate it. Not yet verified by us.

Automated screening

100/100 validator score

Scored by the same rules as our free SKILL.md validator: trigger description quality, body substance, structure. Automated — a human bench test is the next step in the pipeline.

Install (unverified — review first)

git clone https://github.com/pedrohcgs/claude-code-my-workflow
# skill lives at: .claude/skills/research-ideation/SKILL.md

SkillProof status

This skill is in our test queue. We install every skill in a clean environment, run a trigger battery and score output against a baseline before it earns a catalog page — the full protocol is public. Until then, treat it like any unreviewed dependency: read the SKILL.md and any scripts before installing.

Already tested in Data & Analytics

  • Statistical Analysis ★ 10.0/10 Enforces frame-inspect-check-assumptions-effect-size-APA-report pipeline for hypothesis tests; bundled Shapiro-Wilk/Levene's script actually runs.
  • CocoIndex ★ 10.0/10 Turns vague 'build me a RAG pipeline' requests into working CocoIndex flow code with the real API syntax.
  • Crawl4AI ★ 10.0/10 Wraps the Crawl4AI browser scraper for JS-heavy sites, batch crawls, and LLM-free schema extraction.
  • National Team Position ★ 10.0/10 Fetches real Shanghai Exchange ETF-share data to estimate China's 'national team' broad-base ETF positioning.

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