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.
git clone --depth 1 https://github.com/FradSer/dotclaudeWrote 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/plugins/fradser/dotclaude/autoresearch)<a href="https://agentmods.dev/plugins/fradser/dotclaude/autoresearch"><img src="https://agentmods.dev/badge/plugins/fradser/dotclaude/autoresearch/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/plugins/fradser/dotclaude/autoresearch"><img src="https://agentmods.dev/badge/plugins/fradser/dotclaude/autoresearch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
autoresearch 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.
What it actually says
{
"name": "autoresearch",
"version": "0.9.2",
"description": "Autonomous research loop inspired by karpathy/autoresearch — give it a plain-language goal and it infers the artifact, evaluator (numeric scorer / objective gate / LLM rubric), and bounds, then iterates: cheap sequential rounds that escalate to a parallel GAN tournament when they plateau",
"author": {
"name": "Frad LEE",
"email": "[email protected]"
},
"license": "MIT",
"keywords": [
"research",
"autonomous",
"loop",
"experiment",
"optimization",
"scorer",
"evaluator",
"gan",
"tournament",
"workflow",
"rubric"
],
"hooks": {
"Stop": [
{
"hooks": [
{
"type": "command",
"command": "${CLAUDE_PLUGIN_ROOT}/hooks/stop-hook.sh"
}
]
}
]
}
}
What it installs
The manifest is a name and a version. 3 commands travel with it, and installing the plugin installs all of them — 64 tokens a session between them. Each is measured on its own page, and each can be installed alone.
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.
- 1mo ago First seen · 36 lines scan A 345cc5f03d66
autoresearch is a plugin published in the GitHub repository FradSer/dotclaude (593 stars, last pushed 7d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. 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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