recover

Diagnose development failures as bugs, session pollution, or architectural flaws.

Updated Jul 8, 2026

Search Tags:#debugging #context management #troubleshooting #software development #root cause analysis

Ready to run

npx skills add https://github.com/nazrulsoftwaredev/NIT_CRM_2 --skill recover-nazrulsoftwaredev

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: recover
Source: https://github.com/nazrulsoftwaredev/NIT_CRM_2/tree/main/.agents/skills/recover
Command: npx skills add https://github.com/nazrulsoftwaredev/NIT_CRM_2 --skill recover-nazrulsoftwaredev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill prevents the common pitfall of endless, ineffective prompting by diagnosing whether a development failure is a specific bug, a polluted session, or a flawed architectural foundation.

Core Features & Use Cases

Failure Diagnosis: Categorizes issues into targeted bugs, session pollution, or fundamental architectural errors.
Strategic Recovery: Provides tailored recovery paths including targeted fixes, hard resets, or strategic rethinks.
Use Case: When a series of failed attempts has left your code tangled and your AI context polluted, this skill guides you through a clean hard reset to restore productivity.

Quick Start

Invoke the recover skill to diagnose the current build failure and determine the appropriate recovery strategy.

Frequently Asked Questions about recover

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

FAQPage Schema

How do I fix software development failures caused by iterative prompting and polluted AI context?▼

To resolve software development failures from iterative prompting, diagnose whether the issue is a specific bug, session pollution, or architectural flaw to prescribe targeted fixes, hard resets, or strategic rethinks.

What is the best way to diagnose root cause analysis issues when debugging workflows introduce new errors?▼

The best way to diagnose root cause analysis issues during debugging is to systematically evaluate error symptoms and session history to categorize the failure and determine the appropriate recovery strategy.

How do I troubleshoot context management problems when failed attempts leave code tangled?▼

To troubleshoot context management problems with tangled code, diagnose the session pollution and perform a clean hard reset to restore productivity and clear the polluted development environment.

When do I need a strategic rethink instead of a targeted fix for software development troubleshooting?▼

A strategic rethink is needed for software development troubleshooting when systematic evaluation reveals fundamental architectural flaws rather than specific bugs or simple session pollution requiring targeted fixes.

Can I use this approach to categorize development failures without external dependencies?▼

Yes, you can categorize development failures without external dependencies by evaluating error symptoms and session history directly to identify targeted bugs, session pollution, or architectural flaws.

Why does endless ineffective prompting happen during debugging and how can I stop it?▼

Endless ineffective prompting happens during debugging when context becomes polluted by failed attempts, requiring systematic failure diagnosis to categorize the issue and apply a clean hard reset or targeted fix.