1.0k★
stars on radar
+146
last 7 days
7
public repos
Open source on the radar · 2
ai4s-research/
open-science
Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.
1.2k130TypeScriptnew✓ Reviewed
ai4s-research/
ai4s-skills
Open-source agent skills for AI for Science: topic exploration, literature survey, experiments, paper writing, and integrity audit — driven by any coding agent.
16316Pythonnew
Agent skills · 7
integrity-auditorscripts
Use when the user wants a paper audited for integrity issues — image misuse, numerical anomalies, logical gaps — and needs a reviewable evidence report. Works on external papers (PDF / DOI / arXiv) and on outputs from a local paper-writer run. Single-stage skill.
AI & Agents · ai4s-research/ai4s-skills
experiment-suitescripts
Use when the user has a research question and needs a complete experiment package — design document, runnable code, results (measured or simulated with honest provenance), publication-grade figures, structured report. Single-stage, no Python runtime.
Design & Presentation · ai4s-research/ai4s-skills
paper-writerscripts
Use when the user wants a complete, publication-grade research paper on a specific topic — produces 200+ real citations, 4–8 publication-grade figures, and 7 sections of substantive prose compiled to PDF in one pass. No skeleton stage.
Other · ai4s-research/ai4s-skills
literature-surveyscripts
Use when the user wants a comprehensive literature survey on a specific research topic. Outputs a complete PDF survey (6–20 pages, 60+ real citations, 100+ recommended) with LaTeX source, topic-specific publication figures, and a classified literature table. Single-stage, no Python runtime.
Other · ai4s-research/ai4s-skills
mindmap-renderscripts
Generate beautiful, high-resolution mindmaps from Markdown unordered lists. Outputs interactive HTML, HD PNG, and PDF with colorful branch themes.
Other · ai4s-research/ai4s-skills
ai4s-agent
Use when the user wants an end-to-end AI4S research pipeline — broad direction or specific topic in, full research package out (exploration + literature survey + experiment + paper). Meta-skill that chains the four downstream skills in order. Pure markdown, no Python runtime.
AI & Agents · ai4s-research/ai4s-skills
research-explorer
Use when the user has a vague research direction and wants to explore feasible specific topics. Outputs a structured analysis with candidate topics, innovation/feasibility scoring, and a pre-survey of 20–30 representative works. Single-stage, no Python runtime.
Other · ai4s-research/ai4s-skills
Roles are derived from products, launches and repositories we track — not from self-description.