Survey Generator

Turns arXiv surveys or awesome-lists into structured wiki markdown instead of throwaway HTML. You point it at a public anchor resource, it extracts a taxonomy and real paper citations, then sends everything to your choice of LLM (Anthropic, OpenAI, OpenRouter, Fireworks, custom) to write the prose. Output lands in your wiki's `derived/surveys/` with full bibliography rows appended to `sources.md`, so the research loop can build on it later. Good for onboarding a new domain or synthesizing what you've already collected. The workflow enforces real citations only and lets you compare providers by running the same bundle through different models. It's provider-agnostic by design, which matters when you want reproducible research artifacts that aren't locked to one vendor.

skills.sh installs: 154
GitHub stars: 2.9K
last updated: Jun 8, 2026

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Install

$ npx -y skills add rohitg00/pro-workflow --skill survey-generator --agent claude-code

Installs into .claude/skills of the current project.

Files

Survey Generator

Provider-agnostic literature-survey artifact generator. Output flows into a pro-workflow wiki, not a standalone HTML file — survives sessions and indexes for FTS5 retrieval.

Diff vs dair-academy version

dair	pro-workflow
Hardcoded Kimi K2.6 on Fireworks	Provider-agnostic (Anthropic/OpenAI/OpenRouter/Fireworks/custom)
Output = single-file HTML with inline SVG	Output = wiki markdown page + bibliography rows in `sources.md`
One-off artifact, no follow-up	Persists in FTS5 index; reused by `wiki-research-loop`
Manual run only	Composable with `/wiki research` for auto-bibliography expansion

When to use

"Survey on " / "lit review on "
Onboarding a new domain — generate the map-of-the-field
After a wiki has 10-30 sources, compile a synthesis page over them
Pre-step before /wiki research runs: gives the loop a high-quality seed bundle