autonomous

Execute multi-step software engineering pipelines with dependency analysis and adversarial review.

3|2|Updated Mar 17, 2026
One-click install
npx skills add https://github.com/broomva/skills --skill autonomous-broomva
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autonomous
Source: https://github.com/broomva/skills/tree/main/skills/orchestration/autonomous
Command: npx skills add https://github.com/broomva/skills --skill autonomous-broomva

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill eliminates the need for repetitive, ritualistic instructions by enforcing a rigorous, autonomous engineering pipeline that ensures code quality, dependency management, and validation without constant user oversight.

Core Features & Use Cases

  • Full-Discipline Pipeline: Automates a 21-reflex workflow covering everything from dependency tracing and parallel execution to adversarial review and auto-merge.
  • Anti-Rationalization: Actively prevents common shortcuts (like skipping tests or docs) by providing explicit, evidence-based counters to agent excuses.
  • Use Case: When you have a complex feature to implement, invoke this Skill to have the agent autonomously plan, branch, validate, review, and merge the work while adhering to strict project conventions.

Quick Start

Invoke the autonomous skill to proceed with the current plan and execute the full bstack pipeline until the work is merged and verified.

Frequently Asked Questions about autonomous

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

FAQPage Schema
How do I automate complex software engineering tasks without constant oversight?

Automating complex engineering tasks without oversight requires an autonomous pipeline that enforces dependency analysis, parallel worktree management, and adversarial review. This Skill executes a multi-step discipline workflow covering planning, validation, and merging.

What is the best way to prevent CI/CD agents from skipping tests and documentation?

Preventing agents from skipping tests and documentation requires an anti-rationalization pipeline that provides explicit, evidence-based counters to agent shortcuts. This Skill actively blocks common excuses by enforcing strict validation standards.

How do I manage parallel worktrees for autonomous feature development?

Managing parallel worktrees for autonomous feature development is handled natively by this Skill's multi-step discipline pipeline. It traces dependencies and orchestrates parallel execution across worktrees before proceeding to adversarial review and auto-merge.

Can I use this autonomous workflow for simple bug fixes or minor tweaks?

This autonomous workflow is not suited for simple bug fixes or minor tweaks. It applies to substantive in-session development work requiring high-integrity CI/CD integration, full dependency analysis, and strict documentation standards.

Do I need to manually trigger CI/CD validation when using an autonomous engineering pipeline?

You do not need to manually trigger CI/CD validation when using this autonomous engineering pipeline. It automatically enforces a 21-reflex workflow that includes validation, adversarial review, and auto-merge until the work is verified.

How does an adversarial review pipeline improve code quality in CI/CD?

An adversarial review pipeline improves code quality in CI/CD by actively challenging the agent's implementation choices and preventing rationalized shortcuts. This ensures all code meets strict project conventions before auto-merge occurs.