Updated 6mo ago
by chrisvoncsefalvay
autostar
Autoresearch ALL THE THINGS. RLVR for the masses.
39 GitHub stars (39)
Steady at 39 stars — no new stars in the 16 days since Sep 30.
- 2 skills (2 skills found in its SKILL.md files)
- 2 forks (2 forks)
- 6mo ago last update (Last updated 6mo ago)
Install
Skills CLI
npx skills add chrisvoncsefalvay/autostar
Asks which skills and agents to install. Just one: npx skills add chrisvoncsefalvay/autostar --skill autostar-web — add -g for every project.
Claude Code
git clone https://github.com/chrisvoncsefalvay/autostarcp -r "autostar/autostar-claude-ai-skill" ~/.claude/skills/
Copies the autostar-web skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add chrisvoncsefalvay/autostar
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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autostar-web
Generalised autonomous optimisation loop — soft RLVR for any artifact a user can measure. Web runtime package: uses memory in this order: connector-backed, project-pack, none. Never assumes subprocess access or unrestricted local files. Use this skill whenever a user wants to iteratively improve an artifact — code, prompts, documents, configs, designs, content — by running structured experiments,…
autostar-claude-ai-skill/SKILL.md on GitHub (opens in a new tab) -
autostar
Generalised autonomous optimisation loop — soft RLVR for any artifact a user can measure. Use this skill whenever a user wants to iteratively improve an artifact — code, prompts, documents, configs, designs, content — by running structured experiments, evaluating results against a multi-dimensional rubric, and learning from each attempt. Triggers include: "optimise this", "keep improving until it…
autostar-skill/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.