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parallel-debugging

wshobson/agents

Framework for debugging complex issues using the Analysis of Competing Hypotheses (ACH) methodology with parallel agent investigation.

Installs2
Install command
npx skills add https://github.com/wshobson/agents --skill parallel-debugging
Security audits
Gen Agent Trust HubPASS
SocketPASS
SnykPASS
About this skill
Framework for debugging complex issues using the Analysis of Competing Hypotheses (ACH) methodology with parallel agent investigation. Generate hypotheses across 6 failure mode categories: Always cite evidence with file:line references: After all investigators report: If multiple hypotheses are confirmed, rank by: Before declaring the bug fixed: - Bug has multiple plausible root causes - Initial debugging attempts haven't identified the issue - Issue spans multiple modules or components - Need systematic root cause analysis with evidence - Want to avoid confirmation bias in debugging - Incorrect conditional logic (wrong operator, missing case) - Off-by-one errors in loops or array access - Missing edge case handling - Incorrect algorithm implementation - Invalid or unexpected input data - Type mismatch or coercion error - Null/undefined/None where value expected - Encoding or serialization problem - Data truncation or overflow - Race condition between concurrent operations - Stale cache returning outdated data - Incorrect initialization or default values - Unintended mutation of shared state - State machine transition error - API contract violation (request/response mismatch) - Version incompatibility between components - Configuration mismatch between environments - Missing or incorrect environment variables - Network timeout or connection failure - Memory leak causing...

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FAQ
What does parallel-debugging do?

Framework for debugging complex issues using the Analysis of Competing Hypotheses (ACH) methodology with parallel agent investigation.

Is parallel-debugging good?

parallel-debugging does not have approved reviews yet, so SkillJury cannot publish a community verdict.

What agent does parallel-debugging work with?

parallel-debugging currently lists compatibility with Agent compatibility has not been published yet..

What are alternatives to parallel-debugging?

Skills in the same category include telegram-bot-builder, flutter-app-size, sharp-edges, iterative-retrieval.

How do I install parallel-debugging?

npx skills add https://github.com/wshobson/agents --skill parallel-debugging

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