skraft-plugin: Skill for Claude Code

.agents/skills/autoresearch/SKILL.md

autoresearch is a skill for Claude Code, Codex from SebastienDegodez/skraft-plugin. It costs 116 tokens per session (2,571 once invoked), scanned A, original, GPL-3.0.

An automated trial-and-measure process for improving a programming task. It helps define a goal, success measures, and limits, then repeats code changes, tests, and measurements.

In plain words
What is it for?
Use it to test different code changes, measure their results, and keep or discard each attempt based on the outcome.
Why use it?
It reduces the need to manually manage repeated experiments or decide which attempted improvements should be kept.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing. Also seen: installed under .agents/ (shared by several agents).

This is SebastienDegodez/skraft-plugin's own configuration. It tells Claude Code and Codex how to work on skraft-plugin 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 skraft-plugin configures →

Reuse

Borrowing it

Nothing to install: this file belongs to SebastienDegodez/skraft-plugin. 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/SebastienDegodez/skraft-plugin/main/.agents/skills/autoresearch/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/SebastienDegodez/skraft-plugin

Made for: Claude Code, Codex.

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

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

agentmods 80×15 button for autoresearch

Your own site · 80×15
<a href="https://agentmods.dev/skills/sebastiendegodez/skraft-plugin/autoresearch"><img src="https://agentmods.dev/badge/skills/sebastiendegodez/skraft-plugin/autoresearch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 116 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,571 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 $0.00116 $0.02571
Opus 5 $0.00058 $0.01286
Sonnet 5 $0.00023 $0.00514
Haiku 4.5 $0.00012 $0.00257

Measured 10d ago against content hash 754179e98751, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

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 10d 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.

.agents/skills/autoresearch/SKILL.md · 276 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

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. 10d ago First seen · 276 lines · 116 tokens per session scan A 754179e98751

Subscribe to this mod's changes

autoresearch is a skill published in the GitHub repository SebastienDegodez/skraft-plugin (8 stars, last pushed 2d ago), licensed GPL-3.0. It adds 116 tokens to every session and 2,571 once invoked, about $0.0006 per session on Opus 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.

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