autostar-web
CommunityAutomate iterative optimization in web runtimes.
Authorchrisvoncsefalvay
Version1.0.0
Installs0
System Documentation
What problem does it solve?
a* enables teams to convert intangible goals into measurable experiments, delivering an autonomous loop that can improve artifacts by running structured evaluations, learning from results, and iterating within budget.
Core Features & Use Cases
- Generalised autonomous optimisation loop that coordinates onboarding, baseline analysis, execution, and round reflections across multiple tracks.
- Web runtime constraints: operates in a restricted environment with no subprocess access and memory-conscious design, while maintaining strict gating and memory-aware decisions.
- Use cases include improving code, prompts, documents, configurations, and designs through measurable rubrics and continual learning from each run.
Quick Start
Provide a goal, budget, and constraints, then start onboarding to begin an optimisation run.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: autostar-web Download link: https://github.com/chrisvoncsefalvay/autostar/archive/main.zip#autostar-web Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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