Armory
Source
Browse
Skills

autonomous-agents

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. Key insight: compounding error rates kill autonomous agents. A 95% success rate per step drops to 60% b

Score
Unranked
Evidence
No signals yet
Last commit
Not known
Listed

Install

armory install autonomous-agents --cli claude

writes the skill into.claude/skills/autonomous-agents/SKILL.mdListed as compatible

Configuration
# fetches the source and writes it to:
.claude/skills/autonomous-agents/SKILL.md

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

What it is

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. Key insight: compounding error rates kill autonomous agents. A 95% success rate per step drops to 60% b

When to use it

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. Key insight: compounding error rates kill autonomous agents. A 95% success rate per step drops to 60% b

How to install / invoke

# Copy the skill into your .claude/skills/ directory
curl -sL https://raw.githubusercontent.com/davila7/claude-code-templates/main/cli-tool/components/skills/ai-research/autonomous-agents/SKILL.md -o .claude/skills/autonomous-agents/SKILL.md

Notes

Extracted from davila7/claude-code-templates, autonomous-agents category.