Guide a four-phase debugging workflow with a three-attempt rule.
npx skills add https://github.com/cashwu/Keyify --skill spectra-debug
Please help me install this Agent Skill. Skill: spectra-debug Source: https://github.com/cashwu/Keyify/tree/main/.agents/skills/spectra-debug Command: npx skills add https://github.com/cashwu/Keyify --skill spectra-debug
This Skill provides a structured, disciplined approach to debugging software issues, preventing guesswork and ensuring root causes are identified and fixed.
Use the spectra-debug skill to debug the issue where the search returns duplicate results.
High-intent search queries and answers about installing and using this skill.
A systematic debugging workflow guides you through four phases: Reproduce, Isolate, Root Cause, and Fix. It enforces evidence-based problem-solving to prevent guesswork and ensure root causes are identified and reliably fixed.
The three-attempt rule for bug fixing limits fix attempts per hypothesis to three. If a fix fails three times, it enforces reassessment of the underlying hypothesis, ensuring disciplined troubleshooting and preventing repeated unsuccessful code changes.
To isolate a root cause during troubleshooting, follow a structured workflow to reliably reproduce the issue and pinpoint the faulty code section. This evidence-based process ensures you understand the underlying logic error before implementing a fix.
Yes, the openspec CLI is required for execution. The systematic debugging workflow relies on the openspec CLI to enforce debugging discipline and guide users through the four-phase process of reproducing, isolating, and fixing software issues.
Use a structured debugging workflow when ad-hoc troubleshooting fails to resolve complex software issues. It prevents guesswork by enforcing a disciplined approach, ensuring you reliably reproduce bugs, isolate faulty sections, and verify the fix.
oxieDiagnose software errors, isolate root causes, and document fixes.
SanderMullerAutomates test-driven debugging workflows to isolate and fix defects in software projects.
mwayEnforces test-first discipline for production code changes.
Clay-HHKDiagnose code errors from error messages, logs, and stack traces.
