research-lit

research-lit is a skill for Claude Code from orangmood22-lgtm/Labline. It costs 48 tokens per session (6,296 once invoked), scanned B, original, no licence file.

A research assistant for finding academic papers, understanding their main ideas, and comparing related work.

In plain words
What is it for?
Use it to find papers, prepare literature reviews, summarize papers, and investigate related work.
Why use it?
It reduces the time needed to search the literature and build an understanding of what has already been studied.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it to find papers, prepare literature reviews, summarize papers, and investigate related work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/orangmood22-lgtm/labline/research-lit
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 orangmood22-lgtm/Labline --skill research-lit
Clone the repo
git clone --depth 1 https://github.com/orangmood22-lgtm/Labline

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 research-lit

README.md
[![agentmods](https://agentmods.dev/badge/skills/orangmood22-lgtm/labline/research-lit/github.svg)](https://agentmods.dev/skills/orangmood22-lgtm/labline/research-lit)
Your own site
<a href="https://agentmods.dev/skills/orangmood22-lgtm/labline/research-lit"><img src="https://agentmods.dev/badge/skills/orangmood22-lgtm/labline/research-lit/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 research-lit

Your own site · 80×15
<a href="https://agentmods.dev/skills/orangmood22-lgtm/labline/research-lit"><img src="https://agentmods.dev/badge/skills/orangmood22-lgtm/labline/research-lit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 48 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,296 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. 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 $0.00048 $0.06296
Opus 5 $0.00024 $0.03148
Sonnet 5 $0.00010 $0.01259
Haiku 4.5 $0.00005 $0.00630

Measured 9d ago against content hash 1ec977d12f75, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade B, and why

research-lit scanned grade B with 1 finding 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 9d 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.

Enumerates other installed skillsmediumAgent snooping

Other skills' SKILL.md files reveal prompts, capabilities and secrets that should be invisible to peers.

[ -z "$SCRIPT" ] && SCRIPT=$(find ~/.claude/skills/arxiv/ -name "arxiv_fetch.py" 2>/dev/null | head -1)
skills/research-lit/SKILL.md · 432 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

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. 9d ago First seen · 432 lines · 48 tokens per session scan B 1ec977d12f75

Subscribe to this mod's changes

research-lit is a skill published in the GitHub repository orangmood22-lgtm/Labline (5 stars, last pushed 1mo ago), with no licence file. It adds 48 tokens to every session and 6,296 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 1 finding (enumerates other installed skills). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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