paperzilla

paperzilla is a skill for Claude Code, Codex from paperzilla-ai/paperzilla-skills. It costs 47 tokens per session (919 once invoked), scanned A, original, no licence file.

An agent skill for chatting with Paperzilla, a service for finding projects, recommendations, and research papers. It can also work with paper summaries, feedback, and subscription-style feed links called Atom feeds.

In plain words
What is it for?
Finding recent project recommendations, learning about key papers, exporting feeds, getting Markdown summaries, and providing recommendation feedback.
Why use it?
It gives the agent a clear way to answer Paperzilla questions and retrieve the kinds of research information the service provides.

Skill for Claude CodeCodex

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

Good fit Finding recent project recommendations, learning about key papers, exporting feeds, getting Markdown summaries, and providing recommendation feedback.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/paperzilla-ai/paperzilla-skills/paperzilla
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 paperzilla-ai/paperzilla-skills --skill paperzilla
Clone the repo
git clone --depth 1 https://github.com/paperzilla-ai/paperzilla-skills

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 paperzilla

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/paperzilla-ai/paperzilla-skills/paperzilla"><img src="https://agentmods.dev/badge/skills/paperzilla-ai/paperzilla-skills/paperzilla.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 919 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 $0.00047 $0.00919
Opus 5 $0.00023 $0.00460
Sonnet 5 $0.00009 $0.00184
Haiku 4.5 $0.00005 $0.00092

Measured 9d ago against content hash b519a12645b9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

paperzilla 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 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.

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.

catalog/agentskills/paperzilla/claude/paperzilla/SKILL.md · 159 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 · 159 lines · 47 tokens per session scan A b519a12645b9

Subscribe to this mod's changes

paperzilla is a skill published in the GitHub repository paperzilla-ai/paperzilla-skills (5 stars, last pushed 4mo ago), with no licence file. It adds 47 tokens to every session and 919 once invoked, about $0.0002 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.

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