open-scholar-skill: Skill for Claude Code

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

scholar-monitor is a skill for Claude Code from joshzyj/open-scholar-skill. It costs 311 tokens per session (13,383 once invoked), scanned D, original, no licence file.

A literature-monitoring workflow for social sciences that tracks new journal articles, preprints, authors, and keywords.

In plain words
What is it for?
Keeping up with publications in listed fields, monitoring selected authors or topics, and finding recent LLM or computational-social-science research.
Why use it?
It reduces the need to repeatedly check many journals and research repositories for new work.

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-monitor/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-monitor

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/joshzyj/open-scholar-skill/scholar-monitor"><img src="https://agentmods.dev/badge/skills/joshzyj/open-scholar-skill/scholar-monitor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 311 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 13,383 The whole file, excluding the scripts and references it only reads on demand.
Security scan D 3 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 $0.00311 $0.13383
Opus 5 $0.00156 $0.06692
Sonnet 5 $0.00062 $0.02677
Haiku 4.5 $0.00031 $0.01338

Measured 12d ago against content hash a607cc6ef4f2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade D, and why

scholar-monitor scanned grade D with 3 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 12d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (assets/deliver.py, assets/fetch.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.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

chmod 0600 "$SM_CONFIG"

Reads agent configuration directoriesmediumAgent snooping

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

1. Read context: `RUN_DIR=$(cat ~/.claude/scholar-monitor/.current-run)` and then Read `$RUN_DIR/dedup.jsonl` (one paper per line).

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

ls -1td "$SCHOLAR_MONITOR_DIR/tmp/"run-* 2>/dev/null | tail -n +6 | xargs -I{} rm -rf "{}" 2>/dev/null || true
.claude/skills/scholar-monitor/SKILL.md · 1,160 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

6 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. 12d ago First seen · 1,160 lines · 311 tokens per session scan D a607cc6ef4f2

Subscribe to this mod's changes

scholar-monitor is a skill published in the GitHub repository joshzyj/open-scholar-skill (145 stars, last pushed 5d ago), with no licence file. It adds 311 tokens to every session and 13,383 once invoked, about $0.0016 per session on Opus 5. A static security scan graded it D with 3 findings (asks for root, reads agent configuration directories, recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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