skills.rest
nik1t7nnik1t7nCommunity·1 Agent Skills Included

research-craft-skill

Disciplined research planning, experiment loops, and failure analysis

Turns vague research curiosity into structured plans with clear outcomes, hypotheses, and experiments. Helps researchers avoid copied trending topics, upgrade reading inputs beyond summaries, and forecast results before running experiments. Provides research log templates, failure analysis checklists, and paper reading plans that prioritize primary sources. Keeps every research loop concrete, testable, and focused on real learning.
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npx skills add nik1t7n/research-craft-skill --all -g -y

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nik1t7nnik1t7n

research-craft

Guide research planning, experiment design, and research log maintenance.

Community
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install Research Craft?▼

Run `npx skills add nik1t7n/research-craft-skill --all -g -y` in your terminal to install the skill globally for all supported agents.

What does Research Craft do?▼

It guides your agent through disciplined research workflows: choosing original problems, upgrading reading inputs, forecasting experiment results, keeping research logs, and analyzing failures.

Which agents work with Research Craft?▼

It works with Codex, Claude Code, Gemini CLI, Cursor, OpenCode, and Antigravity through the standard SKILL.md format.

Can Research Craft help with ML experiments?▼

Yes. It includes specific guidance for ML work like overfitting tiny batches first, checking compute and data assumptions, and inspecting raw model outputs instead of trusting benchmark scores.

Do I need research experience to use it?▼

No. Just describe your research question in plain English and the skill walks your agent through a structured planning and review process.

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