# ai4s-research

> Open-source publisher. Listings imported from github.com/ai4s-research — credited to the original author with their license.

- **Listings:** 7
- **Total installs:** 0
- **Profile:** https://agentstack.voostack.com/s/ai4s-research
- **Website:** https://github.com/ai4s-research

## Published listings

- [Research Explorer](https://agentstack.voostack.com/l/skill-ai4s-research-ai4s-skills-research-explorer) — Skill · Free · security-reviewed — `agentstack add skill-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.
- [Ai4s Agent](https://agentstack.voostack.com/l/skill-ai4s-research-ai4s-skills-ai4s-agent) — Skill · Free · security-reviewed — `agentstack add skill-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.
- [Paper Writer](https://agentstack.voostack.com/l/skill-ai4s-research-ai4s-skills-paper-writer) — Skill · Free · security-reviewed — `agentstack add skill-ai4s-research-ai4s-skills-paper-writer`
  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.
- [Experiment Suite](https://agentstack.voostack.com/l/skill-ai4s-research-ai4s-skills-experiment-suite) — Skill · Free · security-reviewed — `agentstack add skill-ai4s-research-ai4s-skills-experiment-suite`
  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.
- [Literature Survey](https://agentstack.voostack.com/l/skill-ai4s-research-ai4s-skills-literature-survey) — Skill · Free · security-reviewed — `agentstack add skill-ai4s-research-ai4s-skills-literature-survey`
  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, taxonomy figures, and a classified literature table. Single-stage, no Python runtime.
- [Mindmap Render](https://agentstack.voostack.com/l/skill-ai4s-research-ai4s-skills-mindmap-render) — Skill · Free · security-reviewed — `agentstack add skill-ai4s-research-ai4s-skills-mindmap-render`
  Generate beautiful, high-resolution mindmaps from Markdown unordered lists. Outputs interactive HTML, HD PNG, and PDF with colorful branch themes.
- [Integrity Auditor](https://agentstack.voostack.com/l/skill-ai4s-research-ai4s-skills-integrity-auditor) — Skill · Free · security-reviewed — `agentstack add skill-ai4s-research-ai4s-skills-integrity-auditor`
  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.

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Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add <slug>`.