Enforce a hypothesis preflight before code changes in debugging sessions.
npx skills add https://github.com/Alexander-Tyagunov/magician --skill unravel
Please help me install this Agent Skill. Skill: unravel Source: https://github.com/Alexander-Tyagunov/magician/tree/main/skills/unravel Command: npx skills add https://github.com/Alexander-Tyagunov/magician --skill unravel
Systematic debugging requires avoiding changes until a testable hypothesis is established; this skill enforces a hypothesis preflight to prevent blind edits and wasted time.
Describe the symptom and exact error details, then state your hypothesis before reading any code or making changes, and await user confirmation to proceed.
High-intent search queries and answers about installing and using this skill.
Hypothesis-driven debugging requires establishing a testable hypothesis before modifying code. This preflight process prevents blind edits and wasted time by enforcing evidence gathering, hypothesis testing, and verification to ensure safe, traceable fixes.
To start systematic debugging, describe the symptom and exact error details, then state your hypothesis before reading code. Await user confirmation to proceed, ensuring no code changes occur without explicit agreement during the four-phase workflow.
Random code changes during debugging often happen without a systematic workflow. Enforcing a strict four-phase hypothesis preflight with anti-pattern awareness promotes traceable debugging and ensures regression testing before applying any modifications.
Yes, this systematic debugging workflow applies to debugging sessions across projects. It guides hypothesis creation, evidence gathering, testing, and verification regardless of the specific codebase, using guardrails to ensure safe fixes.
The best way to verify a code fix is through a strict four-phase debugging workflow that includes hypothesis testing and regression testing. This approach uses guardrails to ensure no code changes occur without agreement, preventing new bugs.
You should not bypass the hypothesis preflight when you need traceable fixes and regression testing. Skipping this systematic debugging phase risks introducing blind edits, anti-patterns, and unverified code changes into your project.
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