Claude Scientific Skills
Give your coding agent lightweight guidance for scientific research and analysis tasks when the problem clearly fits that scope.
Overview
Claude Scientific Skills is an agent skill most often used in Idea research (also Build docs, Ship review) that provides scoped guidance for scientific research and analysis tasks.
Install
npx skills add https://github.com/sickn33/antigravity-awesome-skills --skill claude-scientific-skillsWhat is this skill?
- Scoped to scientific research and analysis workflows per SKILL.md
- Explicit limitation: stop when inputs, permissions, or success criteria are missing
- Points to K-Dense-AI source repository for deeper patterns
- Marked safe risk in frontmatter for directory filtering
- Thin wrapper—agent applies guidance rather than executing lab pipelines
Adoption & trust: 640 installs on skills.sh; 40.1k GitHub stars; 3/3 security scanners passed (skills.sh audits).
What problem does it solve?
Your agent drifts into generic answers when you need scientific research and analysis behavior with clear stop conditions.
Who is it for?
Solo builders running agents on research summaries, analysis plans, or doc drafts where the task matches scientific research and analysis.
Skip if: Regulated lab workflows requiring instrument control, unpublished proprietary data without clearance, or tasks outside the stated skill scope.
When should I use this skill?
Use this skill when you need to work with scientific research and analysis skills and the task clearly matches that scope.
What do I get? / Deliverables
The agent follows stated scope and limitations and defers to the source repo patterns instead of overclaiming validated scientific results.
- Scoped research or analysis guidance aligned with SKILL.md
- Explicit caveats when validation or expert review is required
Recommended Skills
Journey fit
Spans multiple journey phases - primary shelf plus alternate fits below.
Early-phase literature framing and analysis planning land on the idea shelf before you commit build scope. Research subphase is where scientific questioning and analysis patterns are introduced.
Where it fits
Draft a structured research question before committing to a prototype dataset.
Keep methods and limitations language consistent while documenting an analysis pipeline.
Ask the agent to flag when conclusions need external validation or expert review.
How it compares
A lightweight scope guard and pointer to K-Dense-AI patterns, not a full computational chemistry or bioinformatics toolchain.
Common Questions / FAQ
Who is claude-scientific-skills for?
Indie builders and technical founders who want agent behavior aligned with scientific research and analysis when tasks fit the skill description.
When should I use claude-scientific-skills?
Use it during idea research for framing studies, during build docs when writing methods sections, or during ship review when checking analysis claims—only when the task clearly matches the skill scope.
Is claude-scientific-skills safe to install?
Frontmatter marks risk as safe, but you should still review the Security Audits panel on this page and validate outputs in your environment.
SKILL.md
READMESKILL.md - Claude Scientific Skills
# Claude Scientific Skills ## Overview Scientific research and analysis skills ## When to Use This Skill Use this skill when you need to work with scientific research and analysis skills. ## Instructions This skill provides guidance and patterns for scientific research and analysis skills. For more information, see the [source repository](https://github.com/K-Dense-AI/claude-scientific-skills). ## Limitations - Use this skill only when the task clearly matches the scope described above. - Do not treat the output as a substitute for environment-specific validation, testing, or expert review. - Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.