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systematic debugging

4 articles · Page 1 of 1
Sohu Tech Products
Sohu Tech Products
Aug 26, 2026 · Artificial Intelligence

Superpowers: The 185k-Star Plugin That Forces Discipline on AI Coding Agents

The article dissects the Superpowers plugin for Claude Code, revealing how its 14 Markdown-based skills enforce engineering discipline — from brainstorming's hard-gate design approval to systematic debugging's four-phase root-cause process, writing-plans' granular task breakdown, subagent-driven execution, and finishing-a-development-branch's clean closure — forming a complete workflow that eliminates AI shortcut-taking.

AI-assisted developmentClaude CodeGit worktrees
0 likes · 20 min read
Superpowers: The 185k-Star Plugin That Forces Discipline on AI Coding Agents
Linyb Geek Road
Linyb Geek Road
Jul 19, 2026 · R&D Management

Choosing and Matching Superpowers Skills Effectively in Real-World Development

The article outlines a systematic approach to selecting Superpowers skills across development stages, risk levels, task coupling, and problem types, provides concrete scenario examples and a decision table, and highlights common pitfalls to avoid over‑use or mis‑application of these skills.

R&D managementSuperpowersskill selection
0 likes · 11 min read
Choosing and Matching Superpowers Skills Effectively in Real-World Development
o-ai.tech
o-ai.tech
Mar 27, 2026 · Fundamentals

Why Superpowers Treats TDD, Debugging, and Verification as Strict Rules

Superpowers prioritises evidence over intuition by enforcing three hard constraints—test‑driven development, systematic debugging, and verification‑before‑completion—to prevent shortcut thinking, ensure a solid evidence chain, and keep AI‑assisted engineering disciplined and reliable.

AI CodingEvidence-Based Developmentcode quality
0 likes · 13 min read
Why Superpowers Treats TDD, Debugging, and Verification as Strict Rules