paper-analyzer

paper-analyzer is a skill for Claude Code from dgtql/FundaPod. It costs 23 tokens per session (490 once invoked), scanned A, original, no licence file.

A detailed analysis tool for one research paper, including structured notes, discussion of its figures, evaluation, and updates to a knowledge graph.

In plain words
What is it for?
Use it to study an individual paper, record its figures and findings, and add what it teaches to a connected body of knowledge.
Why use it?
It gathers the important parts of a paper and its supporting relationships in a structured form.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

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.

agentmods
npx agentmods add skills/dgtql/fundapod/paper-analyzer
Any agent
npx skills add dgtql/FundaPod --skill paper-analyzer
Clone the repo
git clone --depth 1 https://github.com/dgtql/FundaPod

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-analyzer

README.md
[![agentmods](https://agentmods.dev/badge/skills/dgtql/fundapod/paper-analyzer.svg)](https://agentmods.dev/skills/dgtql/fundapod/paper-analyzer)
Your own site
<a href="https://agentmods.dev/skills/dgtql/fundapod/paper-analyzer"><img src="https://agentmods.dev/badge/skills/dgtql/fundapod/paper-analyzer.svg" alt="Measured on agentmods" height="20"></a>
Per session 23 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 490 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
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 $0.00023 $0.00490
Opus 5 $0.00012 $0.00245
Sonnet 5 $0.00005 $0.00098
Haiku 4.5 $0.00002 $0.00049

Measured 6d ago against content hash 110e0b4913d4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

paper-analyzer scanned grade A 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 6d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/generate_note.py, scripts/update_graph.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -L "https://arxiv.org/pdf/[PAPER_ID]" -o /tmp/paper_analysis/[PAPER_ID].pdf
skills/_reference/paper-analyzer/SKILL.md · 49 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

2 files 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. 6d ago First seen · 49 lines · 23 tokens per session scan A 110e0b4913d4

Subscribe to this mod's changes

paper-analyzer is a skill published in the GitHub repository dgtql/FundaPod (14 stars, last pushed 2mo ago), with no licence file. It adds 23 tokens to every session and 490 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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