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paper-workshop

paper-workshop is a skill for Claude Code, Codex from tjhavranek/paper-workshop. It costs 524 tokens per session (5,643 once invoked), scanned A, original, no licence file.

A review workshop for scientific papers that uses several debating expert reviewers to challenge the paper's claims. It can also rebuild the paper when you explicitly choose that option.

In plain words
What is it for?
Use it to stress-test a paper PDF, compare arguments based on cited research, and optionally revise the paper.
Why use it?
It helps reveal weak evidence, disputed claims, and problems that a single review might miss.

Skill for Claude CodeCodex

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

not rated 11repo 2mo ago A scan 524 tokens custom licence

Good fit Use it to stress-test a paper PDF, compare arguments based on cited research, and optionally revise the paper.

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

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 paper-workshop

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/tjhavranek/paper-workshop/paper-workshop"><img src="https://agentmods.dev/badge/skills/tjhavranek/paper-workshop/paper-workshop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 524 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,643 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 $0.00524 $0.05643
Opus 5.5 $0.00210 $0.02257
Sonnet 5.5 $0.00105 $0.01129
Haiku 4.5 $0.00052 $0.00564

Measured 2mo ago against content hash cf57e3f3d17d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

paper-workshop 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 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (examples/parse_selfaudit.js), 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.

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.

SKILL.md · 360 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

39 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. 2mo ago First seen · 360 lines · 524 tokens per session scan A cf57e3f3d17d

Subscribe to this mod's changes

paper-workshop is a skill published in the GitHub repository tjhavranek/paper-workshop (11 stars, last pushed 2mo ago), with no licence file. It adds 524 tokens to every session and 5,643 once invoked, about $0.0021 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 2026-08-31.

Claude CodeResearchScientificadversarial-evaluationclaudepeer-reviewreproducibilityscientific-writing
Related

paper-workshop compared with skills from other repositories

paper-workshop next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
paper-workshoptjhavranek/paper-workshopSkill112mo agononeA524Claude Code, Codex
ara-rigor-reviewerOrchestra-Research/AI-Research-SKILLsSkill14k27d agoMITA91Claude Code
deep-learningericrisco/rsc-harnessSkill5032d agoMITA102Claude Code, Codex
baseline-comparison-auditwanshuiyin/Anti-AutoresearchSkill1797d agoMITA310Claude Code
eval-design-forensicswanshuiyin/Anti-AutoresearchSkill1797d agoMITA458Claude Code
anti-autoresearchwanshuiyin/Anti-AutoresearchSkill1797d agoMITA275Claude Code
experiment-forensicswanshuiyin/Anti-AutoresearchSkill1797d agoMITA237Claude Code