open-scholar-skill: Skill for Claude Code

.claude/skills/scholar-init/SKILL.md

scholar-init is a skill for Claude Code from joshzyj/open-scholar-skill. It costs 197 tokens per session (8,411 once invoked), scanned B, original, no licence file.

A project setup tool for social science research. It creates folders for raw, working, and processed data, materials, results, logs, and project settings, then checks incoming files for safety.

In plain words
What is it for?
Use it when starting a project, organizing data and materials, importing files, and creating a safety record for those files.
Why use it?
It gives each research project a consistent structure and records the safety status of files added to it. This reduces misplaced data and uncertainty about what was checked.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

This is joshzyj/open-scholar-skill's own configuration. It tells Claude Code how to work on open-scholar-skill 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 open-scholar-skill configures →

Part of the open-scholar-skill plugin — 36 skills, 20 agents shipped together

Reuse

Borrowing it

Nothing to install: this file belongs to joshzyj/open-scholar-skill. 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/joshzyj/open-scholar-skill/main/.claude/skills/scholar-init/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/joshzyj/open-scholar-skill

Made for: Claude Code.

Or install open-scholar-skill, the plugin that ships this one along with the rest of its 36 skills, 20 agents.

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 scholar-init

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/joshzyj/open-scholar-skill/scholar-init"><img src="https://agentmods.dev/badge/skills/joshzyj/open-scholar-skill/scholar-init.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 197 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,411 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. 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 $0.00197 $0.08411
Opus 5 $0.00098 $0.04206
Sonnet 5 $0.00039 $0.01682
Haiku 4.5 $0.00020 $0.00841

Measured 10d ago against content hash 14351969adbd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade B, and why

scholar-init scanned grade B 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 10d 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.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

# registered in ~/.claude/settings.json, which a **Codex** host never reads —
.claude/skills/scholar-init/SKILL.md · 574 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

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. 10d ago First seen · 574 lines · 197 tokens per session scan B 14351969adbd

Subscribe to this mod's changes

scholar-init is a skill published in the GitHub repository joshzyj/open-scholar-skill (142 stars, last pushed 2d ago), with no licence file. It adds 197 tokens to every session and 8,411 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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