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KanakMalpani
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autonomous-loops

Automate Claude Code loop design from sequential pipelines to multi-agent DAGs.

Updated Mar 20, 2026
Search Tags:#workflow#claude#patterns#multi-agent#orchestration#autonomous#loops
One-click install
npx skills add https://github.com/KanakMalpani/General-Private-Skills --skill autonomous-loops-kanakmalpani
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autonomous-loops
Source: https://github.com/KanakMalpani/General-Private-Skills/tree/main/skills/autonomous-loops
Command: npx skills add https://github.com/KanakMalpani/General-Private-Skills --skill autonomous-loops-kanakmalpani

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrates and scales autonomous Claude Code loops from simple sequential pipelines to RFC-driven multi-agent DAGs, reducing manual coordination and enabling complex workflows.

Core Features & Use Cases

  • Pattern catalog: sequential pipelines, NanoClaw REPL, infinite agentic loops, continuous Claude PR loops, de-sloppify, and RFC-driven DAG orchestration.
  • Scalable orchestration: supports parallel agents with isolated contexts, per-stage context windows, and a merge/land process for safe integration.
  • Use cases: building automated feature development pipelines, multi-agent content generation, and large-scale RFC implementations.

Quick Start

Prompt Claude to outline an autonomous loop pattern for a provided RFC and its implementation plan.

Frequently Asked Questions about autonomous-loops

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I orchestrate multi-agent Claude Code loops for complex development workflows?▼

You can orchestrate multi-agent Claude Code loops using pattern catalogs like sequential pipelines or RFC-driven DAGs, which structure parallel agents with isolated context windows and structured delegation across non-overlapping worktrees.

What is an RFC-driven DAG in autonomous loop orchestration?▼

An RFC-driven DAG in autonomous loop orchestration maps an RFC implementation plan into a multi-agent directed acyclic graph, coordinating parallel Claude Code loops with isolated context windows and structured task delegation.

How do I set up an autonomous loop pattern for an RFC implementation plan?▼

To set up an autonomous loop pattern, prompt Claude to outline the orchestration structure for your provided RFC and implementation plan, selecting from available patterns like sequential pipelines or multi-agent DAGs to structure the workflow.

Can I run parallel Claude Code agents with isolated context windows in a single pipeline?▼

Yes, you can run parallel Claude Code agents with isolated context windows using the scalable orchestration pattern, which supports modular definitions and structured delegation of tasks using non-overlapping worktrees.

What autonomous loop patterns are available for scaling Claude Code workflows?▼

Available autonomous loop patterns for scaling Claude Code workflows include sequential pipelines, NanoClaw REPL, infinite agentic loops, continuous Claude PR loops, de-sloppify, and RFC-driven DAG orchestration.

When should I use multi-agent DAG orchestration instead of a sequential pipeline?▼

Use multi-agent DAG orchestration instead of a sequential pipeline when implementing large-scale RFCs that require parallel agent coordination and isolated context windows, whereas sequential pipelines suit simpler, linear automated feature development.

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