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cchypothesis

Generate falsifiable hypotheses and validate them with instrumented debugging.

1|Updated Jul 14, 2026
Search Tags:#debugging#instrumentation#static-analysis#root-cause#hypothesis-driven#git-safety#diagnostic-docs
One-click install
npx skills add https://github.com/TzJ2006/gadget --skill cchypothesis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cchypothesis
Source: https://github.com/TzJ2006/gadget/tree/main/skills/cchypothesis
Command: npx skills add https://github.com/TzJ2006/gadget --skill cchypothesis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams debug unknown bugs by systematically generating falsifiable hypotheses and validating them with controlled experiments, reducing wasted cycles and improving root-cause clarity.

Core Features & Use Cases

  • Bug triage and context gathering
  • Hypothesis generation (3 per batch) with static and instrumented investigation
  • Safe code changes with git safety and cleanups
  • Structured diagnostic reporting

Quick Start

Describe the bug in detail to initiate Phase 1 and start hypothesis generation.

Frequently Asked Questions about cchypothesis

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

FAQPage Schema
What is hypothesis-driven debugging and how does it help with complex codebase bugs?▼

Hypothesis-driven debugging generates falsifiable hypotheses and validates them through controlled experiments, reducing wasted cycles and improving root-cause clarity for complex or intermittent codebase failures.

How do I start debugging an unknown regression across multiple modules?▼

Describe the bug in detail to initiate triage and context gathering, then generate three hypotheses per batch for parallel static analysis and instrumented probing to validate the regression.

Can I safely apply code changes and instrumentation during root-cause analysis?▼

Yes, you can safely apply code changes during root-cause analysis using git safety checkpoints and instrumentation protocols, ensuring minimal-risk fixes and cleanups during diagnostic investigation.

What is the best way to triage intermittent failures and prove the root cause?▼

The best way to triage intermittent failures is using iterative triage with parallel static analysis and instrumented probing, enabling rapid hypothesis validation and producing structured diagnostic reporting.

Does hypothesis-driven debugging work without specific dependencies or components?▼

Yes, hypothesis-driven debugging works without specific dependencies or components, applying to codebases with complex bugs, intermittent failures, or regressions across modules using standard static analysis.

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