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autoresearch-create

autoresearch-create is a skill for Claude Code from marcelopazzo/claude-code-autoresearch. It costs 59 tokens per session (2,135 once invoked), scanned A, original, no licence file.

An automated experiment loop for improving a chosen result through repeated trials. It first identifies what should be optimized, then starts the experiments.

In plain words
What is it for?
Use it to set up repeated optimization experiments for a chosen target, such as code, settings, or another measurable result.
Why use it?
It removes the need to manually plan and restart each trial when testing ways to improve something.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the claude-code-autoresearch plugin — 2 skills, 1 command shipped together

not rated 1repo 3mo ago A scan 59 tokens custom licence

Good fit Use it to set up repeated optimization experiments for a chosen target, such as code, settings, or another measurable result.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/marcelopazzo/claude-code-autoresearch/autoresearch-create
View source ↗ marcelopazzo/claude-code-autoresearch
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.

Any agent
npx skills add marcelopazzo/claude-code-autoresearch --skill autoresearch-create
Clone the repo
git clone --depth 1 https://github.com/marcelopazzo/claude-code-autoresearch

Made for: Claude Code.

Or install claude-code-autoresearch, the plugin that ships this one along with the rest of its 2 skills, 1 command.

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 autoresearch-create

README.md
[![agentmods](https://agentmods.dev/badge/skills/marcelopazzo/claude-code-autoresearch/autoresearch-create/github.svg)](https://agentmods.dev/skills/marcelopazzo/claude-code-autoresearch/autoresearch-create)
Your own site
<a href="https://agentmods.dev/skills/marcelopazzo/claude-code-autoresearch/autoresearch-create"><img src="https://agentmods.dev/badge/skills/marcelopazzo/claude-code-autoresearch/autoresearch-create/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 autoresearch-create

Your own site · 80×15
<a href="https://agentmods.dev/skills/marcelopazzo/claude-code-autoresearch/autoresearch-create"><img src="https://agentmods.dev/badge/skills/marcelopazzo/claude-code-autoresearch/autoresearch-create.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 59 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,135 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 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 $0.00059 $0.02135
Opus 5.5 $0.00024 $0.00854
Sonnet 5.5 $0.00012 $0.00427
Haiku 4.5 $0.00006 $0.00214

Measured 2mo ago against content hash 6dc0540fb5f1, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

autoresearch-create 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 2mo 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.

skills/autoresearch-create/SKILL.md · 159 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. 2mo ago First seen · 159 lines · 59 tokens per session scan A 6dc0540fb5f1

Subscribe to this mod's changes

autoresearch-create is a skill published in the GitHub repository marcelopazzo/claude-code-autoresearch (1 stars, last pushed 3mo ago), with no licence file. It adds 59 tokens to every session and 2,135 once invoked, about $0.0002 per session on Opus 5.5. 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.

AutonomousClaude CodeScientificaiautoresearchclaudeclaude-code-plugin
Related

autoresearch-create compared with skills from other repositories

autoresearch-create next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
autoresearch-createmarcelopazzo/claude-code-autoresearchSkill13mo agononeA59Claude Code
r-cran-statusposit-dev/skillsSkill5544d agoMITA105Claude Code
baseline-comparison-auditwanshuiyin/Anti-AutoresearchSkill1798d agoMITA310Claude Code
eval-design-forensicswanshuiyin/Anti-AutoresearchSkill1798d agoMITA458Claude Code
experiment-forensicswanshuiyin/Anti-AutoresearchSkill1798d agoMITA237Claude Code
proof-derivation-forensicswanshuiyin/Anti-AutoresearchSkill1798d agoMITA222Claude Code
weekly-load-reviewgtapps/hermitdSkill84yesterdayMITA18Claude Code