Check a dataset before analysis
Find missing values, inconsistent formats, duplicates, and questions that could invalidate results.
4,969,852 AI resources indexedWorking toward the world’s largest AI resource index.
Use this skill when conducting research on a topic from scratch — literature review, competitive analysis, technical due diligence, or fact-finding. Apply before starting any open-ended research task.
--- name: structured-research-workflow-3ee1ab045966 description: Use this skill when conducting research on a topic from scratch — literature review, competitive analysis, technical due diligence, or fact-finding. Apply before starting any open-ended research task. category: research --- # Structured Research Workflow 1. **Define scope** — Write the specific question you are trying to answer. Avoid scope creep. 2. **Search broadly first** — Use multiple search strategies and keywords. 3. **Filter ruthlessly** — Keep only sources that directly address the question. 4. **Read deeply** — Skim abstracts/intros; read in full only when clearly relevant. 5. **Synthesize, don't transcribe** — Group findings by theme; note agreements and conflicts. 6. **Cite** — Record source URL/DOI at time of reading; don't reconstruct later. 7. **Flag uncertainty** — Clearly separate what is established vs. contested vs. unknown. **Anti-pattern:** Reporting the first search result without checking alternatives.--- name: structured-research-workflow-3ee1ab045966 description: Use this skill when conducting research on a topic from scratch — literature review, competitive analysis, technical due diligence, or fact-finding. Apply before starting any open-ended research task. category: research --- # Structured Research Workflow 1. **Define scope** — Write the specific question you are trying to answer. Avoid scope creep. 2. **Search broadly first** — Use multiple search strategies and keywords. 3. **Filter ruthlessly** — Keep only sources that directly address the question. 4. **Read deeply** — Skim abstracts/intros; read in full only when clearly relevant. 5. **Synthesize, don't transcribe** — Group findings by theme; note agreements and conflicts. 6. **Cite** — Record source URL/DOI at time of reading; don't reconstruct later. 7. **Flag uncertainty** — Clearly separate what is established vs. contested vs. unknown. **Anti-pattern:** Reporting the first search result without checking alternatives.
Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.