1d:T514,

Proactive Agent

Self-improving agent with skill management.

Usage

./scripts/upgrade "search capability"
./scripts/learn "how to parse CSV"
./scripts/adapt "new file format"

Scripts

Script	Usage
`scripts/upgrade <skill>`	Upgrade a skill
`scripts/learn <task>`	Learn new capability
`scripts/adapt <format>`	Adapt to new format

Capabilities

Automatic skill discovery
Self-improvement loops
Context-aware learning

Example

./scripts/learn "web scraping"
# Agent learns and remembers how to scrape web pages

19:["$","div",null,{"className":"prose prose-invert max-w-none prose-headings:font-semibold prose-headings:tracking-tight prose-h1:text-4xl prose-h1:mb-2 prose-h2:text-2xl prose-h2:mb-2 prose-h3:text-lg prose-h3:mb-2 prose-p:text-muted-foreground prose-li:text-muted-foreground prose-code:bg-muted prose-code:text-foreground prose-code:px-1 prose-code:py-0.5 prose-code:rounded-sm prose-code:text-sm prose-code:before:content-none prose-code:after:content-none prose-pre:bg-muted prose-pre:text-foreground prose-pre:border prose-pre:border-border prose-pre:rounded-md [&_table]:!border-[color:var(--border)] [&_th]:!border-[color:var(--border)] [&_td]:!border-[color:var(--border)]","dangerouslySetInnerHTML":{"__html":"$1d"}}] 15:[["$","meta","0",{"charSet":"utf-8"}],["$","meta","1",{"name":"viewport","content":"width=device-width, initial-scale=1"}]] 13:null

proactive-agent

Proactive Agent

Usage

Scripts

Capabilities

Example