Claude Scholar is a semi-automated research assistant for academic research and software development, supporting literature review, coding, experiments, reporting, writing, and project knowledge management. Computer science and AI researchers use it across the research workflow with several coding-agent platforms; the catalogue contains its skills, commands, agents, hooks, plugin, and instruction.
Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add Galaxy-Dawn/claude-scholar/plugin install claude-scholarWrote 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.
[](https://agentmods.dev/hooks/galaxy-dawn/claude-scholar/user-prompt-submit)<a href="https://agentmods.dev/hooks/galaxy-dawn/claude-scholar/user-prompt-submit"><img src="https://agentmods.dev/badge/hooks/galaxy-dawn/claude-scholar/user-prompt-submit/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.
<a href="https://agentmods.dev/hooks/galaxy-dawn/claude-scholar/user-prompt-submit"><img src="https://agentmods.dev/badge/hooks/galaxy-dawn/claude-scholar/user-prompt-submit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
UserPromptSubmit 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 9d ago.
A static scan of the commands this hook runs, not an audit. A hook is shell that executes on your machine at the event it names, which is why every command in it is printed with what was found.
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.
What it actually says
{
"UserPromptSubmit": [
{
"matcher": "*",
"hooks": [
{
"type": "command",
"command": "node ${CLAUDE_PLUGIN_ROOT}/hooks/skill-forced-eval.js",
"timeout": 10
}
]
}
]
}What else hooks.json configures
This page is one entry in a file that holds 5. Installing the file brings all of them; each is measured and scanned on its own page.
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.
- 9d ago First seen · 14 lines scan A d92ae7a79999
UserPromptSubmit is a hook published in the GitHub repository Galaxy-Dawn/claude-scholar (5,381 stars, last pushed 12d ago), licensed MIT. Its token cost is not measured: a hook is shell that never enters the context. 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.
Other hooks, from other repositories
PostCompact
Runs after the context is compacted for manual and auto tool calls, executing hook.mjs via node. From Kolikkii/token-razor.
PostToolUse
Runs after a tool call finishes, executing hook.mjs via node. From Kolikkii/token-razor.
UserPromptSubmit
Runs when you submit a prompt, before the agent sees it, running trce spool --harness codex-cli --event UserPromptSubmit. From assimovt/trce-cli.
Stop
Runs when the agent finishes a response, running trce spool --harness codex-cli --event Stop. From assimovt/trce-cli.
PostToolUse
Runs after a tool call finishes, running trce spool --harness codex-cli --event PostToolUse. From assimovt/trce-cli.
PostToolUse
Runs after a tool call finishes for Write and Edit tool calls, executing format_and_lint.sh. From supabase/supabase.