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geo-review-writing

geo-review-writing is a skill for Claude Code, Codex from Xiangyu-Ge/sci-writing-geors. It costs 216 tokens per session (2,420 once invoked), scanned A, original, no licence file.

A writing and analysis guide for review papers in geography, remote sensing, ecology, and soil science. It covers ordinary literature reviews, systematic reviews, meta-analyses, and studies that map research trends.

In plain words
What is it for?
It supports search strategies, study screening, evidence tables, statistical effect sizes and models, interpretation of results, and paper drafting. PRISMA is a reporting standard for systematic reviews, while CiteSpace, VOSviewer, and Bibliometrix are tools for mapping research literature.
Why use it?
It helps turn a broad research idea into a searchable question, an evidence-gathering process, and a structured paper.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 47repo +21 3d ago A scan 216 tokens no licence

Good fit It supports search strategies, study screening, evidence tables, statistical effect sizes and models, interpretation of results, and paper drafting. PRISMA is a reporting standard for systematic reviews, while CiteSpace, VOSviewer, and Bibliometrix are tools for mapping research literature.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/xiangyu-ge/sci-writing-geors/geo-review-writing
View source ↗ Xiangyu-Ge/sci-writing-geors
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.

Any agent
npx skills add Xiangyu-Ge/sci-writing-geors --skill geo-review-writing
Clone the repo
git clone --depth 1 https://github.com/Xiangyu-Ge/sci-writing-geors

Made for: Claude Code, Codex.

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 geo-review-writing

README.md
[![agentmods](https://agentmods.dev/badge/skills/xiangyu-ge/sci-writing-geors/geo-review-writing/github.svg)](https://agentmods.dev/skills/xiangyu-ge/sci-writing-geors/geo-review-writing)
Your own site
<a href="https://agentmods.dev/skills/xiangyu-ge/sci-writing-geors/geo-review-writing"><img src="https://agentmods.dev/badge/skills/xiangyu-ge/sci-writing-geors/geo-review-writing/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for geo-review-writing

Your own site · 80×15
<a href="https://agentmods.dev/skills/xiangyu-ge/sci-writing-geors/geo-review-writing"><img src="https://agentmods.dev/badge/skills/xiangyu-ge/sci-writing-geors/geo-review-writing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 216 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,420 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00216 $0.02420
Opus 5.5 $0.00086 $0.00968
Sonnet 5.5 $0.00043 $0.00484
Haiku 4.5 $0.00022 $0.00242

Measured 2d ago against content hash 23831153850e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

geo-review-writing 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.

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/geo-review-writing/SKILL.md · 103 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

1 file 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 · 103 lines · 216 tokens per session scan A 23831153850e

Subscribe to this mod's changes

geo-review-writing is a skill published in the GitHub repository Xiangyu-Ge/sci-writing-geors (47 stars, last pushed 3d ago), with no licence file. It adds 216 tokens to every session and 2,420 once invoked, about $0.0009 per session on Opus 5.5. 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 2026-11-04.

ResearchScientificacademic-writingagent-skillsclaude-skillecologygeographygeoscience
Related

geo-review-writing compared with skills from other repositories

geo-review-writing next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
geo-review-writingXiangyu-Ge/sci-writing-georsSkill473d agononeA216Claude Code, Codex
anti-defensive-writing-enAdkid-Zephyr/anti-defensive-writing-SkillSkill5.3k10d agoMITA138Claude Code, Codex
anti-defensive-writingAdkid-Zephyr/anti-defensive-writing-SkillSkill5.3k10d agoMITA160Claude Code, Codex
paper-writerkgraph57/paper-writer-skillSkill632mo agoMITA106Claude Code
paper-agentRekin226/paper-agentSkill81mo agoMITA202Claude Code
scientific-research-helperNguyenAn2812/scientific-research-helperSkill55mo agoMITA228Claude Code, Codex
data-management-planpedrohcgs/claude-code-my-workflowSkill1.7k2d agoMITA143Claude Code