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autonomous-loops - Patterns for autonomous AI coding loops

Provides patterns and reference implementations for autonomous AI coding loops, from sequential egc pipelines to RFC-driven multi-agent DAG orchestration.

Tags

Updated: 2026-10-19

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Design autonomous coding loops
  • Chain sequential egc prompts
  • Persist REPL session context
  • Orchestrate parallel sub-agents
  • Assign unique iterations
  • Run CI-gated PR loops
  • Apply cleanup quality gates

Inputs

  • Coding task prompts
  • Specification files
  • Output directories
  • Repository state
  • Session names
  • Model selections
  • Tool permissions
  • CI status

Outputs

  • Generated code files
  • Session history files
  • Git commits
  • Git branches
  • Pull requests
  • Merged changes
  • CI results

Requirements

  • egc command-line tool
  • Node.js runtime
  • Git repository
  • GitHub CLI for PR loops
  • Parallel task tool for sub-agents

Source

  • Spec: SKILL.md
autonomous coding
agent orchestration
multi-agent systems
CI/CD automation
coding workflows
DAG orchestration
Design autonomous coding loops
Chain sequential egc prompts
Persist REPL session context
Orchestrate parallel sub-agents
Coding task prompts
Specification files
Output directories
Generated code files
Session history files
Git commits