skills.rest
nullmastermind
nullmastermindCOMMUNITY
Explore all skills by this author →
Website𝕏@nullmastermindGitHub

autopilot

Orchestrate software engineering requests through spec, implement, verify, and archive pipelines.

9|9|Updated Mar 24, 2026
Search Tags:#automation#codebase#verification#pipeline#orchestrator#autopilot#agent-delegation
One-click install
npx skills add https://github.com/nullmastermind/viber-router --skill autopilot-nullmastermind
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/nullmastermind/viber-router/tree/main/.claude/skills/autopilot
Command: npx skills add https://github.com/nullmastermind/viber-router --skill autopilot-nullmastermind

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Autopilot removes friction from developer workflows by autonomously exploring requests, making decisions, and driving changes through a full spec→implement→verify→archive pipeline without needing interactive confirmations.

Core Features & Use Cases

  • Autonomous Orchestration: Classifies work, loads domain skills, explores the codebase, selects an appropriate pipeline (Full/Verified/Light), and executes the pipeline via delegated agent tools.
  • Strong Guardrails: Enforces an identity gate that prevents direct code edits, requires delegation to designated osf-* agent tools for implementation and verification, and prescribes verify-fix loops and stop conditions.
  • Use Case: Turn a feature request into a completed, verified change by having Autopilot explore the codebase, create a spec when needed, delegate implementation, manage verification rounds, and archive the change.

Quick Start

Use the autopilot skill to autonomously explore a feature request, select the correct pipeline, and run the end-to-end implementation and verification process.

Frequently Asked Questions about autopilot

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

FAQPage Schema
How do I automate end-to-end development pipelines for feature requests?▼

Autonomously run end-to-end development pipelines by having an orchestrator explore the codebase, classify work, select an appropriate pipeline, and delegate implementation and verification to designated agent tools.

What is an autonomous codebase verification pipeline?▼

An autonomous codebase verification pipeline orchestrates spec creation, implementation, and verification rounds across CI environments without interactive confirmations, enforcing verify-fix loops and stop conditions through delegated agent tools.

Can I execute direct code edits through an autonomous orchestrator?▼

No, autonomous orchestrators enforce identity-gate checks that prevent direct code modifications, requiring delegation to designated osf-* agent tools for all code edits and verification steps.

How do I select the right pipeline for a software engineering task?▼

Select the right pipeline by having the orchestrator classify the work and explore the codebase to choose between Full, Verified, and Light pipelines based on the specific software engineering requirements.

What are the limitations of autonomous dev pipeline orchestration?▼

Autonomous dev pipeline orchestration relies heavily on delegated agent tools for implementation and verification, preventing direct code modifications and requiring strict adherence to prescribed verify-fix loops and stop conditions.

Does autonomous pipeline orchestration work without interactive confirmations?▼

Yes, autonomous pipeline orchestration drives changes through a full spec, implement, verify, and archive pipeline without needing interactive confirmations, removing friction from developer workflows.

Related Skills

Explore More Software Engineering Skills→
nullmastermindnullmastermind
9

explore

Orchestrate governance-driven codebase exploration and planning without edits.

Community
Advanced
ConductionNLConductionNL

opsx-bulk-archive

Batch-archive completed code changes by validating artifacts, resolving conflicts, and updating changelogs.

Official
Advanced
kousukefkousukef
15

forge-skill-orchestrator

Automate selection and loading of methodology and domain skills at task start.

Community
Advanced
alvazonealvazone
3

traverspec-reconcile

Compare spec nodes against codebase implementation to identify drift.

Community
Intermediate