Agent Never Give Up

Agent Never Give Up

Official
askman-dev

Provides structured debugging protocols to help AI coding agents break out of stuck states and resume productive work without human intervention.

5257 views2Remote

What it does

  • Break circular reasoning loops with structured thinking protocols
  • Generate fresh debugging strategies when bug fixes repeatedly fail
  • Identify missing requirements blocking progress
  • Refocus work when scope creep occurs during tasks
  • Realign current actions with original objectives
  • Reset complex logic into manageable steps

Best for

AI agents stuck in debugging loopsCoding assistants losing track of main objectivesAgents with unclear or expanding task scopeAutomated development workflows hitting analysis paralysis
Autonomous recovery without human handoffMetacognitive protocols for self-debugging

Tools (9)

list_scenarios

List all available stuck-agent scenarios with their tier (core/extended). Core scenarios are also directly available as individual tools.

bug-fix-always-failed

Use this when your bug fix attempts keep failing, and you need to break out of the loop with a fresh debugging strategy.

logic-is-too-complex

Use this when your reasoning is getting long, tangled, or circular, and you need a simple, structured way to reset and move forward.

long-goal-partially-done

Use this when working on a multi-step task and you have only completed part of it, risking that remaining steps are forgotten.

lost-main-objective

Use this when you remember the original goal but your current actions feel disconnected from it, and you need to realign your work with the main objective.

Alternatives