MixtapeTools: Skill for Claude Code

.claude/skills/referee2/SKILL.md

referee2 is a skill for Claude Code from scunning1975/MixtapeTools. It costs 61 tokens per session (2,256 once invoked), scanned A, original, no licence file.

A structured review process with one mode for slide presentations and another for empirical code. In empirical research, replication means checking whether the same data and steps produce the reported results; econometrics is the use of statistical methods to study data.

In plain words
What is it for?
Use it to review decks or audit research pipelines for replication and econometric errors.
Why use it?
It helps find weaknesses in presentation arguments, visuals, compilation, code across languages, and research calculations before results are trusted.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

This is scunning1975/MixtapeTools's own configuration. It tells Claude Code how to work on MixtapeTools itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything MixtapeTools configures →

Reuse

Borrowing it

Nothing to install: this file belongs to scunning1975/MixtapeTools. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/scunning1975/MixtapeTools/main/.claude/skills/referee2/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/scunning1975/MixtapeTools

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 referee2

README.md
[![agentmods](https://agentmods.dev/badge/skills/scunning1975/mixtapetools/referee2/github.svg)](https://agentmods.dev/skills/scunning1975/mixtapetools/referee2)
Your own site
<a href="https://agentmods.dev/skills/scunning1975/mixtapetools/referee2"><img src="https://agentmods.dev/badge/skills/scunning1975/mixtapetools/referee2/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 referee2

Your own site · 80×15
<a href="https://agentmods.dev/skills/scunning1975/mixtapetools/referee2"><img src="https://agentmods.dev/badge/skills/scunning1975/mixtapetools/referee2.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,256 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 $0.00061 $0.02256
Opus 5.5 $0.00024 $0.00902
Sonnet 5.5 $0.00012 $0.00451
Haiku 4.5 $0.00006 $0.00226

Measured 1mo ago against content hash 60c168ba9ed7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

referee2 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 1mo 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.

.claude/skills/referee2/SKILL.md · 188 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. 1mo ago First seen · 188 lines · 61 tokens per session scan A 60c168ba9ed7

Subscribe to this mod's changes

referee2 is a skill published in the GitHub repository scunning1975/MixtapeTools (481 stars, last pushed 1mo ago), with no licence file. It adds 61 tokens to every session and 2,256 once invoked, about $0.0002 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 2026-08-30.

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