ars-lit-review

ars-lit-review is a command for Claude Code from tuoxie2046/claude-code-research-skills. It costs 14 tokens per session (111 once invoked), scanned A, original, no licence file.

A command mode for reviewing academic papers and producing an annotated bibliography in paper format. An annotated bibliography lists sources with notes about each one.

In plain words
What is it for?
Use it to review academic papers and prepare an annotated bibliography.
Why use it?
It organizes a literature review into a structured bibliography instead of leaving paper notes as an un整理ed collection of references.

Command for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the academic-research-skills plugin — 4 skills, 14 commands, 35 agents, 2 hooks shipped together

Good fit Use it to review academic papers and prepare an annotated bibliography.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/tuoxie2046/claude-code-research-skills/ars-lit-review
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.

Clone the repo
git clone --depth 1 https://github.com/tuoxie2046/claude-code-research-skills

Made for: Claude Code.

Or install academic-research-skills, the plugin that ships this one along with the rest of its 4 skills, 14 commands, 35 agents, 2 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 ars-lit-review

README.md
[![agentmods](https://agentmods.dev/badge/commands/tuoxie2046/claude-code-research-skills/ars-lit-review/github.svg)](https://agentmods.dev/commands/tuoxie2046/claude-code-research-skills/ars-lit-review)
Your own site
<a href="https://agentmods.dev/commands/tuoxie2046/claude-code-research-skills/ars-lit-review"><img src="https://agentmods.dev/badge/commands/tuoxie2046/claude-code-research-skills/ars-lit-review/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 ars-lit-review

Your own site · 80×15
<a href="https://agentmods.dev/commands/tuoxie2046/claude-code-research-skills/ars-lit-review"><img src="https://agentmods.dev/badge/commands/tuoxie2046/claude-code-research-skills/ars-lit-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 14 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 111 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 $0.00014 $0.00111
Opus 5 $0.00007 $0.00056
Sonnet 5 $0.00003 $0.00022
Haiku 4.5 $0.00001 $0.00011

Measured 11d ago against content hash 6a166a22e796, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

ars-lit-review 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 11d 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.

plugins/academic-research-skills/commands/ars-lit-review.md · 12 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. 11d ago First seen · 12 lines · 14 tokens per session scan A 6a166a22e796

Subscribe to this mod's changes

ars-lit-review is a command published in the GitHub repository tuoxie2046/claude-code-research-skills (5 stars, last pushed 2mo ago), with no licence file. It adds 14 tokens to every session and 111 once invoked, about $0.0001 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 2026-08-31.

Related

Other commands, from other repositories

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TobiasBlask/open-paper-machine · 55 tokens

screen-papers

Systematically screen papers for a Systematic Literature Review (SLR). Applies PRISMA-compliant title/abstract and full-text screening with documented inclusion/exclusion criteria. Takes literaturebase.csv from Phase 1 and produces a filtered, auditable set of included studies with PRISMA flow diagram.

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audit-paper

Audit a paper's empirical claims against the linked code repository — catches MISMATCH, MISSING, and PARTIAL claims before submission.

TobiasBlask/open-paper-machine · 26 tokens

generate-slides

Generate conference presentation slides from a completed paper. Extracts key content, builds a slide structure, generates content with speaker notes, and produces a Marp-compatible markdown slide deck.

TobiasBlask/open-paper-machine · 35 tokens

respond-reviewers

Process reviewer or co-author feedback and implement revisions. Accepts annotated PDF, pasted comments, or reviewer report. Extracts review points, classifies actions, presents change plan for approval, implements changes, recompiles LaTeX, generates latexdiff, and documents everything.

TobiasBlask/open-paper-machine · 55 tokens

search-papers

Search academic literature across Semantic Scholar, OpenAlex, CrossRef, and arXiv. Runs Phase 1 (Reconnaissance) of the paper machine as a standalone operation.

TobiasBlask/open-paper-machine · 36 tokens