autonomous-mode

Automate the Heist pipeline from Reconnaissance to Laundering with per-phase don-proxy rules.

71|9|Updated Apr 13, 2026
One-click install
npx skills add https://github.com/kucherenko/gangsta --skill autonomous-mode
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autonomous-mode
Source: https://github.com/kucherenko/gangsta/tree/main/skills/autonomous-mode
Command: npx skills add https://github.com/kucherenko/gangsta --skill autonomous-mode

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Removes the need for human Don involvement by automating the Heist pipeline.

Core Features & Use Cases

  • Autonomous orchestration: don-proxy substitutes for the human Don across all six phases with maintained terminal authority.
  • Phase-guarded execution: per-phase rules enforce Constitutional Floor checks and safety constraints while advancing the workflow.
  • Operational visibility: progressive autonomous-log records phase verdicts and artifacts, enabling post-hoc review.

Quick Start

Run /gangsta:heist <feature> to initiate the autonomous plan and /gangsta:go to complete after the Don signs.

Frequently Asked Questions about autonomous-mode

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

FAQPage Schema
How do I automate workflow execution without human intervention?

Automating workflow execution uses a don-proxy to substitute for human involvement across all pipeline phases. It enforces per-phase rules and Constitutional Floor checks while maintaining terminal authority throughout the entire automated process.

What is the best way to enforce safety constraints during an autonomous pipeline run?

Enforcing safety constraints during an autonomous run relies on phase-guarded execution. This mechanism applies per-phase rules that automatically check Constitutional Floor requirements before advancing the workflow through any operational stage.

How do I keep operational logs for an automated pipeline?

Keeping operational logs for an automated pipeline involves maintaining a progressive autonomous-log. This log records phase verdicts and generated artifacts, enabling comprehensive post-hoc review of automated execution outcomes.

Can I run an autonomous pipeline from reconnaissance to laundering without manual oversight?

Running an autonomous pipeline from reconnaissance to laundering without manual oversight is fully supported. The don-proxy operates across all six phases, automating the entire workflow while enforcing ledger handling and safety checks.

What are the limitations of using a don-proxy for autonomous pipeline orchestration?

A limitation of using a don-proxy for autonomous orchestration is that final completion still requires a human signature. The pipeline runs autonomously, but the Don must sign off before the process formally concludes.

Why does the Heist pipeline require Constitutional Floor checks?

The Heist pipeline requires Constitutional Floor checks to enforce mandatory safety constraints during phase-guarded execution. These checks ensure that all per-phase rules are satisfied before the automated workflow advances to subsequent stages.