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.