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tyroneross

@tyroneross source repo

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3 published skills

  1. Debug Loop · tyroneross bundle
    Use for deep iterative debugging when memory lookup returns LIKELY_MATCH/WEAK_SIGNAL/NO_MATCH, a fix didn't hold, or the user asks for root cause analysis. Not for known fixes or trivial issues.
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  2. Logging Tracer · tyroneross bundle
    Use when the user asks to "add logging", "add tracing", "improve observability", "OpenTelemetry", "structured logging", or reports silent failures or no runtime visibility. Generates stack-appropriate logging with optional OTel.
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  3. Debugging Memory · tyroneross bundle
    Use when the user asks to "debug this", "fix this bug", "investigate error", "diagnose", "root cause", or reports a crash/exception/failure. Memory-first workflow checks past incidents before investigating.
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