Guides debugging workflows from triage to verification with structured decision points.
npx skills add https://github.com/axiomantic/spellbook --skill debugging-axiomantic
Please help me install this Agent Skill. Skill: debugging Source: https://github.com/axiomantic/spellbook/tree/main/skills/debugging Command: npx skills add https://github.com/axiomantic/spellbook --skill debugging-axiomantic
Debugging complex software systems often involves scattered notes, inconsistent practices, and delayed verification. This Skill provides a structured, repeatable process to triage symptoms, choose the right methodology, execute fixes, and verify outcomes with safeguards like the 3-fix rule.
Initiate a new debugging session by describing the symptom, then follow prompts to triage, select a methodology, and verify results.
High-intent search queries and answers about installing and using this skill.
Root-cause analysis for software bugs requires structured triage to classify symptoms and determine reproducibility. This Skill guides hypothesis-driven investigation to systematically identify root causes rather than applying unverified patches.
The 3-fix rule in debugging limits repeated unsuccessful fix attempts before requiring escalation. This Skill enforces this guardrail by triggering structured decision points and architectural escalation paths after three failed verification checks.
Debugging CI versus local failures involves analyzing environment differences and distinguishing between local and CI failures. This Skill guides environment analysis to document discrepancies and triage whether failures are environment-specific or systemic.
Verifying a bug fix to prevent regressions requires strict outcome verification after each troubleshooting step. This Skill implements automated verification checks and structured decision points to ensure fixes resolve symptoms without introducing new issues.
Scientific debugging uses hypothesis-driven investigation, while systematic methods follow structured troubleshooting steps. This Skill helps you choose between these approaches or opt for direct fixes when appropriate, based on symptom triage and impact classification.
This debugging workflow operates without external dependencies, using structured decision points and verification rules. It supports both automated and human-in-the-loop triage, making it suitable for any software engineering environment without prerequisite tools.
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