⚡AgentSkills
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Scientific Research

Study design, reproducibility, publication craft, and grant writing for research careers.

ResearchersPhD StudentsPostdocsResearch Software Engineers10 skills
🗺️ Featured journey

Playbook: Run a study from design to archive

Powered design → controlled execution → reproducible analysis → citable record.

Study Design

Effect-size estimates, power targets, and preregistration preventing underpowered regrets.

🔬 Scientific Research·~30m

Positive/negative controls, randomization, blinding choices matched to bias risks.

🔬 Scientific Research·~30m

Reproducibility

Environment pinning, deterministic pipelines, and one-command reruns from raw data.

🔬 Scientific Research·~40m

Daily entries linking intent, method versions, observations, and next actions.

🔬 Scientific Research·~25m

Publication & Grants

Figures first, methods while fresh, results mechanically, intro last — reducing revision churn.

🔬 Scientific Research·~40m

Aims aligned to significance, feasibility evidence, and budget logic telling one coherent story.

🔬 Scientific Research·~50m

Data Stewardship

Collection, storage, sharing, and preservation commitments matching both science and compliance.

🔬 Scientific Research·~30m

Journey Playbooks

Powered design → controlled execution → reproducible analysis → citable record.

🗺️ Scientific Research·~125m

Figure-led manuscript drafted efficiently and internally reviewed.

🗺️ Scientific Research·~80m

Reviewed proposal narrative aligned aims-to-budget submitted stress-free.

🗺️ Scientific Research·~75m