jimmc414Community·150 Agent Skills Included

Kosmos

Autonomous AI scientist for hypothesis generation and research cycles

Runs autonomous research cycles that generate hypotheses, design experiments, and execute analysis code in sandboxed Docker containers. Searches ArXiv, PubMed, and Semantic Scholar, then validates findings with an 8-dimension quality framework and knowledge graphs. Eliminates manual literature review and repetitive analysis so researchers can explore questions faster with budget controls.

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npx skills add jimmc414/Kosmos --all -g -y

All Skills in This Repository (150)

Pure Emerald Level Indicators

📦 In Repo

jimmc414

Kosmos E2E Testing Skill

Run automated end-to-end tests for the Kosmos autonomous AI scientist.

paper-2-web

Convert LaTeX or PDF academic papers into interactive multi-section websites.

research-lookup

Retrieve academic and technical research with citations via Perplexity models.

scientific-schematics

Generate publication-quality scientific diagrams and flowcharts as SVG or EPS vector graphics.

citation-management

Automate academic citation discovery, extraction, validation, and BibTeX formatting.

scientific-critical-thinking

Evaluate scientific research rigor using GRADE and Cochrane ROB frameworks.

markitdown

Convert PDF, DOCX, PPTX, XLSX, images, audio, and web content into Markdown.

research-grants

Draft federal research grant proposals for NSF, NIH, DOE, and DARPA.

treatment-plans

Generate medical treatment plans in LaTeX/PDF using predefined templates.

scientific-writing

Generate scientific manuscripts with IMRAD structure and citation styles.

clinical-decision-support

Generate biomarker-stratified cohort analyses and treatment recommendation reports in LaTeX/PDF.

literature-review

Automate systematic literature reviews across academic databases with Python scripts.

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Frequently Asked Questions

FAQPage Schema

How to install Kosmos?▼

Run `npx skills add jimmc414/Kosmos --all -g -y` in your terminal to install all skills in this suite globally.

What does Kosmos do?▼

Kosmos is an autonomous AI scientist that generates hypotheses from literature, designs experiments, executes analysis code in Docker sandboxes, and validates discoveries automatically.

Which LLM providers does Kosmos support?▼

It supports Anthropic, OpenAI, and LiteLLM, giving access to over 100 providers including local models via Ollama.

Can I control how much Kosmos spends on API calls?▼

Yes. Set BUDGET_ENABLED and BUDGET_LIMIT_USD in your environment, and Kosmos stops gracefully when the limit is reached.

Does Kosmos require Docker to run?▼

Docker is recommended for secure sandboxed code execution, but Kosmos falls back to static validation with direct execution if Docker is unavailable.