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paper.suggest_improvements

paper.suggest_improvements is a skill for Claude Code from gpsaggese/helpers. It costs 14 tokens per session (99 once invoked), scanned A, original, Apache-2.0.

An academic-paper review skill that produces exactly five suggestions for improving a paper's potential impact. Each suggestion is written as an actionable bullet point.

In plain words
What is it for?
Use it to identify five concrete improvements to an academic paper, with each recommendation tied to increasing its impact.
Why use it?
It gives an author a short, structured list of changes to consider instead of an unbounded review.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

not rated 158repo +1 today A scan 14 tokens original Apache-2.0

Good fit Use it to identify five concrete improvements to an academic paper, with each recommendation tied to increasing its impact.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gpsaggese/helpers/paper.suggest_improvements
View source ↗ gpsaggese/helpers
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 gpsaggese/helpers --skill paper.suggest_improvements
Clone the repo
git clone --depth 1 https://github.com/gpsaggese/helpers

Made for: Claude Code.

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 paper.suggest_improvements

README.md
[![agentmods](https://agentmods.dev/badge/skills/gpsaggese/helpers/paper.suggest_improvements/github.svg)](https://agentmods.dev/skills/gpsaggese/helpers/paper.suggest_improvements)
Your own site
<a href="https://agentmods.dev/skills/gpsaggese/helpers/paper.suggest_improvements"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/paper.suggest_improvements/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 paper.suggest_improvements

Your own site · 80×15
<a href="https://agentmods.dev/skills/gpsaggese/helpers/paper.suggest_improvements"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/paper.suggest_improvements.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 14 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 99 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 original 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 $0.00014 $0.00099
Opus 5.5 $0.00006 $0.00040
Sonnet 5.5 $0.00003 $0.00020
Haiku 4.5 $0.00001 $0.00010

Measured yesterday against content hash 737b396a4080, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

paper.suggest_improvements 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 yesterday.

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.

.claude/skills/paper.suggest_improvements/SKILL.md · 17 lines

What it actually says

Goal

  • Come up with the top 5 suggestions on how to improve the paper and make it more impactful
  • Write down the suggestions as bullet points

Verification

  • Exactly 5 suggestions are listed
  • Each suggestion is written as a bullet point
  • Each suggestion is actionable and tied to increasing the paper's impact
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. yesterday First seen · 17 lines · 14 tokens per session scan A 737b396a4080

Subscribe to this mod's changes

paper.suggest_improvements is a skill published in the GitHub repository gpsaggese/helpers (158 stars, last pushed today), licensed Apache-2.0. It adds 14 tokens to every session and 99 once invoked, about $0.0001 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 2026-11-06.

ResearchWriting and docs
Related

paper.suggest_improvements compared with skills from other repositories

paper.suggest_improvements next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
paper.suggest_improvementsgpsaggese/helpersSkill158todayApache-2.0A14Claude Code
imagegenopenai/codexSkill134ktodayApache-2.0A113Codex
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79ktodayMITA200Claude Code, Codex
playwright-climicrosoft/playwrightSkill99ktodayApache-2.0A19Claude Code
systematic-debuggingobra/superpowersSkill314k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code
chat-pet-sprite-creationmicrosoft/vscodeSkill195ktodayMITA53Claude Code, Codex