survey-generator

survey-generator is a skill for Claude Code from rohitg00/pro-workflow. It costs 135 tokens per session (1,493 once invoked), scanned A, original, no licence file.

A research tool that assembles a structured literature survey on an artificial intelligence or machine-learning topic. It gathers real papers into a taxonomy, sections, and bibliography, then produces a Markdown wiki page.

In plain words
What is it for?
Use it to create literature surveys, compare research areas, and build a cited starting point for further study.
Why use it?
It removes the need to find, organise, and cite relevant papers by hand. The result is a reusable research page rather than a one-off web document.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the pro-workflow plugin — 41 skills, 23 commands, 8 agents, 24 hooks shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/rohitg00/pro-workflow/survey-generator
Any agent
npx skills add rohitg00/pro-workflow --skill survey-generator
Clone the repo
git clone --depth 1 https://github.com/rohitg00/pro-workflow

Made for: Claude Code.

Or install pro-workflow, the plugin that ships this one along with the rest of its 41 skills, 23 commands, 8 agents, 24 hooks.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for survey-generator

README.md
[![agentmods](https://agentmods.dev/badge/skills/rohitg00/pro-workflow/survey-generator.svg)](https://agentmods.dev/skills/rohitg00/pro-workflow/survey-generator)
Your own site
<a href="https://agentmods.dev/skills/rohitg00/pro-workflow/survey-generator"><img src="https://agentmods.dev/badge/skills/rohitg00/pro-workflow/survey-generator.svg" alt="Measured on agentmods" height="20"></a>
Per session 135 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,493 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00135 $0.01493
Opus 5 $0.00068 $0.00746
Sonnet 5 $0.00027 $0.00299
Haiku 4.5 $0.00014 $0.00149

Measured 2d ago against content hash 91af2ff2fb99, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

survey-generator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/build-survey.js), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/survey-generator/SKILL.md · 133 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 133 lines · 135 tokens per session scan A 91af2ff2fb99

Subscribe to this mod's changes

survey-generator is a skill published in the GitHub repository rohitg00/pro-workflow (2,808 stars, last pushed 5d ago), with no licence file. It adds 135 tokens to every session and 1,493 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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