autonomous-loops

Resolve .NET build and test failures through bounded autonomous iteration loops.

1|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/Maj3D10/Training-Platform --skill autonomous-loops-maj3d10
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autonomous-loops
Source: https://github.com/Maj3D10/Training-Platform/tree/main/.agent/skills/autonomous-loops
Command: npx skills add https://github.com/Maj3D10/Training-Platform --skill autonomous-loops-maj3d10

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps turn stubborn .NET build and test failures into a bounded, repeatable fix-and-verify workflow that avoids infinite retries and wasted tokens.

Core Features & Use Cases

  • Build-Fix loop (compile success): Iteratively runs dotnet build, categorizes errors (e.g., missing using/reference, type mismatches, API changes), applies targeted fixes, and exits on progress loss, regressions, or max iterations.
  • Test-Fix loop (correct behavior): Iteratively runs dotnet test, diagnoses whether failures are in tests vs production code, applies the right kind of fix, and stops when failures stall.
  • Refactor loop (multi-step safety): Refactors in steps, verifying build and tests after each target and reverting if verification fails.
  • Scaffold loop (end-to-end feature creation): Generates a feature, verifies with bounded build-fix, adds tests, verifies with bounded test-fix, then runs a quality check for warnings/anti-patterns.
  • Safety guardrails: Enforces bounded iteration counts, progress detection metrics, atomicity per iteration, transparency after each iteration, and emergency exits on critical errors, regressions, cascades, or user interruption.

Quick Start

Use the autonomous-loops skill to fix build errors and failing tests in a .NET solution by iteratively applying bounded, progress-checked changes until dotnet build and dotnet test pass.

Frequently Asked Questions about autonomous-loops

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

FAQPage Schema
How do I fix .NET build failures automatically without getting stuck in infinite loops?

You can resolve .NET build failures using bounded autonomous iteration loops that diagnose compile errors, apply targeted fixes, and verify progress while enforcing max iteration caps and emergency exits to prevent infinite retries.

What is the best way to automate fixing failing dotnet tests?

Automating dotnet test fixes involves running an iterative loop that diagnoses whether failures originate in tests or production code, applies the appropriate fix, and stops automatically when progress stalls or regressions occur.

Can I automate multi-step refactoring in a .NET solution safely?

Multi-step refactoring in .NET can be automated safely by applying changes iteratively, verifying build and test status after each step, and reverting changes automatically if verification fails to maintain codebase stability.

How does scaffolding a new .NET feature end-to-end work with autonomous verification?

Scaffolding a .NET feature end-to-end works by generating the feature code, verifying compilation through bounded build-fix loops, adding tests, validating them with bounded test-fix loops, and concluding with a quality check for warnings.

What safety guardrails prevent an autonomous loop from corrupting my codebase?

Safety guardrails to prevent codebase corruption include enforcing bounded iteration counts, detecting progress metrics, ensuring atomicity per iteration, providing transparent reporting, and triggering emergency exits on regressions or critical errors.

Does autonomous loop iteration work for resolving type mismatches and missing references during compilation?

Autonomous loop iteration works for resolving compilation issues by categorizing specific build errors such as missing references, type mismatches, and API changes, then applying targeted fixes to resolve them iteratively.