claude-code-autoresearch

claude-code-autoresearch is a plugin for Claude Code from marcelopazzo/claude-code-autoresearch. Its manifest loads nothing; the 2 skills, 1 command it bundles cost 113 tokens per session together, scanned A, original, no licence file.

A plugin that repeatedly runs coding experiments, measures their results, and keeps or discards each change. It is a Ruby version of another autonomous experiment tool.

In plain words
What is it for?
Running repeated experiments in Claude Code and retaining changes that improve the measured outcome.
Why use it?
It removes the need to manually compare every experiment and decide which change to keep. The loop uses measured results to guide that decision.

Plugin for Claude Code

Install

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.

Claude Code
/plugin marketplace add marcelopazzo/claude-code-autoresearch
agentmods
npx agentmods add plugins/marcelopazzo/claude-code-autoresearch/claude-code-autoresearch
Clone the repo
git clone --depth 1 https://github.com/marcelopazzo/claude-code-autoresearch

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 claude-code-autoresearch

README.md
[![agentmods](https://agentmods.dev/badge/plugins/marcelopazzo/claude-code-autoresearch/claude-code-autoresearch.svg)](https://agentmods.dev/plugins/marcelopazzo/claude-code-autoresearch/claude-code-autoresearch)
Your own site
<a href="https://agentmods.dev/plugins/marcelopazzo/claude-code-autoresearch/claude-code-autoresearch"><img src="https://agentmods.dev/badge/plugins/marcelopazzo/claude-code-autoresearch/claude-code-autoresearch.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 2 skills, 1 command cost 113 tokens a session between them.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Security

Grade A, and why

claude-code-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 3d 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-plugin/plugin.json · 47 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

Contents

What it installs

The manifest is a name and a version. 2 skills, 1 command travel with it, and installing the plugin installs all of them — 113 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Files

What ships with it

1 file beside plugin.json 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. 3d ago First seen · 47 lines scan A 2d7be441d56c

Subscribe to this mod's changes

claude-code-autoresearch is a plugin published in the GitHub repository marcelopazzo/claude-code-autoresearch (1 stars, last pushed 1mo ago), with no licence file. 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 2026-08-31.

Related

Other plugins, from other repositories

agent-harness

Multi-agent harness for Claude Code: Planner→Generator→Evaluator sprints executed as background dynamic workflows (Agent-tool fallback), fable/opus/sonnet/haiku model routing with per-role reasoning effort, harness-engineering framework for design/diagnosis, and Anthropic 2026-04-04 P-G-E pattern.

bouob/agent-harness · not measured

tandemkit

Describe your goal, approve the spec, then step away — Claude and Codex loop together until it's right.

FlineDev/TandemKit · not measured

session-handoff

End-of-session handoff with bucket-aware dispatch across the canonical 7-bucket docs/ taxonomy (aligned with memory-hygiene v3.3), doc-freshness reverse-lint + skill-freshness audit, and future-to-do emission as GitHub issues. Captures knowledge, routes artifacts to…

wan-huiyan/context-baton · not measured

successor-handoff

Mid-run agent-to-agent handoff for long autonomous workflows. Lean parent orchestrator + file-first subagents + successor dispatch when context pressure rises.

wan-huiyan/context-baton · not measured

promo-plan

通过几轮结构化访谈,自动生成一份可无人值守执行的宣传片制作计划(PLAN.md)+ 看门狗 + 监控脚本,让 Claude Code 过夜把视频渲染出来。A promo-video autonomous-execution-plan generator.

Natt-code216/promo-plan · not measured

autoresearch

Autonomous skill improvement loop inspired by Karpathy's autoresearch pattern. Iteratively modifies skills, evaluates against fixed evals, and keeps or discards changes to converge on higher quality. Includes eval management and convergence reporting.

zircote-plugins/autoresearch · not measured