What happens if a working example isn't found in my code?

If no local examples exist, the skill is designed to search project dependencies or documentation to find the correct implementation pattern.

What is the Unstuck Pivoting skill?

It is a specialized debugging protocol for Claude Code that kicks in when an initial fix fails, providing a structured way to find alternative approaches.

Can I use this for configuration issues?

Yes, the skill includes a specific step to challenge assumptions regarding environment variables, lock files, and data formats.

How does it find working code examples?

The skill uses bash and grep tools to scan your repository for successful implementations of similar patterns, API calls, or database queries to use as a baseline.

How does this prevent repetitive AI errors?

The protocol explicitly forbids repeating the actions taken in 'Strike 1' and requires Claude to document how the new approach differs from the failed one.

Unstuck Pivoting

Name: Unstuck Pivoting
Author: jugrajsingh

byjugrajsingh

0•

Productivity & Workflow

Executes a secondary debugging protocol to find alternative solutions when initial code fixes fail.

The Pivoting skill is the 'Strike 2' component of the unstuck protocol, designed to break Claude out of repetitive debugging loops. When an initial diagnosis fails to resolve an issue, this skill enforces a shift in strategy by searching the codebase for working examples, performing side-by-side comparisons of working versus broken code, and challenging fundamental environmental assumptions. It provides a structured framework to try alternative implementation methods—such as switching libraries, changing sync/async patterns, or rewriting functions—ensuring a systematic path to resolution for the most stubborn software bugs.

Key Features

010 GitHub stars

02Comparative analysis of working vs. broken code attributes

03Structured 'Strike 2' reporting to track debugging progress

04Automated codebase scanning for working patterns and API usage

05Alternative implementation mapping (e.g., library swaps, sync/async toggling)

06Environment and dependency assumption validation

Use Cases

01Escaping a loop of repetitive, unsuccessful bug fixes by forcing a strategy shift

02Identifying hidden configuration or environment mismatches by comparing working modules

03Isolating library-specific bugs by pivoting to alternative APIs or implementation patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jugrajsingh/skillgarden pivoting

For use in Claude.ai and ChatGPT

Download Skill