home/categories/lab-tools/jamie-bitflight-claude-skills-plugins-scientific-method-skills-evidence-first-debugging-skill-md
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evidence-first-debugging

Use when debugging software, investigating incidents, diagnosing flaky tests, or analyzing performance regressions — enforces structured observation recording with evidence IDs, causality validation, and verification gates to prevent correlation-causation pollution. Use when an agent might otherwise summarize or speculate instead of reporting observed evidence.

Jamie-BitFlight
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Jamie-BitFlight
Updated 3/4/2026
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quick start

Installation and usage

Use when debugging software, investigating incidents, diagnosing flaky tests, or analyzing performance regressions — enforces structured observation recording with evidence IDs, causality validation, and verification gates to prevent correlation-causation pollution. Use when an agent might otherwise summarize or speculate instead of reporting observed evidence.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use evidence-first-debugging