Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability. This skill covers agent loops (ReAct, Plan-Execute), goal decomposition, reflection patterns, and production reliability.
安装
npx skills add davila7/claude-code-templates --skill autonomous-agentsnpx skills add davila7/claude-code-templates --skill autonomous-agents -a claude-code -gnpx skills add davila7/claude-code-templates --skill autonomous-agents -a codex -ggemini skills install https://github.com/davila7/claude-code-templates.git --path cli-tool/components/skills/ai-research/autonomous-agentsgh skill install davila7/claude-code-templates autonomous-agentsgit clone --depth 1 https://github.com/davila7/claude-code-templates /tmp/davila7__claude-code-templates
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/davila7__claude-code-templates/cli-tool/components/skills/ai-research/autonomous-agents ~/.claude/skills/autonomous-agents # Claude Code
cp -R /tmp/davila7__claude-code-templates/cli-tool/components/skills/ai-research/autonomous-agents ~/.agents/skills/autonomous-agents # Codex, Cursor, Gemini CLI, Copilot, OpenCode