How does the Thinking Budget system work?

It uses specific keywords like 'think hard' (~10k tokens) or 'ultrathink' (~32k tokens) to scale Claude's reasoning capabilities based on the task's complexity.

Why is workspace isolation required?

Using git worktrees ensures that each feature or bug fix happens in a clean, isolated environment, preventing context leakage and conflicting changes.

When should I use the 4-Phase Debugging protocol?

You should use it for every bug fix to ensure you have investigated, analyzed, and hypothesized the root cause before attempting to implement a fix.

What are the 5 Iron Laws of this methodology?

The methodology is built on five core principles: TDD (test-first), Verification (evidence before claims), Debugging (root cause first), Planning (context-free plans), and Isolation (git worktrees).

Systematic Development Workflow

Name: Systematic Development Workflow
Author: Dutchthenomad

byDutchthenomad

보안 및 테스팅

Enforces a rigorous test-driven development (TDD) and systematic debugging protocol to ensure production-grade code quality and reliability.

소개

The Systematic Development Workflow skill implements the 'Claude-Flow' methodology, a comprehensive framework designed to eliminate guesswork and low-quality code in AI-assisted development. By enforcing the '5 Iron Laws'—including mandatory TDD, evidence-based verification, a 4-phase debugging protocol, context-free planning, and workspace isolation via git worktrees—it transforms Claude into a disciplined software engineer. This skill is essential for teams and developers who require high-integrity code, systematic problem-solving, and a clear audit trail for every change made to their codebase.

주요 기능

Strict TDD Enforcement (Red-Green-Refactor cycle)
0 GitHub stars
Automated Git Worktree Workspace Isolation
4-Phase Root Cause Debugging Protocol
Adaptive Thinking Budgets for complex reasoning
Evidence-based Verification Gates

사용 사례

Systematically debugging complex, intermittent issues
Starting new feature development with guaranteed test coverage
Refactoring legacy codebases with strict verification requirements

소개

주요 기능

Strict TDD Enforcement (Red-Green-Refactor cycle)
0 GitHub stars
Automated Git Worktree Workspace Isolation
4-Phase Root Cause Debugging Protocol
Adaptive Thinking Budgets for complex reasoning
Evidence-based Verification Gates

사용 사례

Systematically debugging complex, intermittent issues
Starting new feature development with guaranteed test coverage
Refactoring legacy codebases with strict verification requirements