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.

223Stars on the repository
7Mods indexed here, across every type
1mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

ai4s-agent

01

ai4s-research/ai4s-skills

Skill Claude CodeCodex

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.

not rated 223 +15 1mo ago A SkillSpector: pass 61 tokens original MIT

experiment-suite

02

ai4s-research/ai4s-skills

Skill Claude CodeCodex

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.

not rated 223 +15 1mo ago A SkillSpector: pass 48 tokens original MIT

integrity-auditor

03

ai4s-research/ai4s-skills

Skill Claude CodeCodex

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.

not rated 223 +15 1mo ago A SkillSpector: pass 63 tokens original MIT

literature-survey

04

ai4s-research/ai4s-skills

Skill Claude CodeCodex

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.

not rated 223 +15 1mo ago A SkillSpector: pass 66 tokens original MIT

mindmap-render

05

ai4s-research/ai4s-skills

Skill Claude CodeCodex

Generate beautiful, high-resolution mindmaps from Markdown unordered lists. Outputs interactive HTML, HD PNG, and PDF with colorful branch themes.

not rated 223 +15 1mo ago A SkillSpector: pass 30 tokens original MIT

paper-writer

06

ai4s-research/ai4s-skills

Skill Claude CodeCodex

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.

not rated 223 +15 1mo ago A SkillSpector: pass 54 tokens original MIT

research-explorer

07

ai4s-research/ai4s-skills

Skill Claude CodeCodex

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.

not rated 223 +15 1mo ago A SkillSpector: pass 56 tokens original MIT

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