Evidence-before-action diagnosis of failing ML experiments.
Part of phd-skills
by fcakyon· Developer toolsUnclaimed · Yours? Claim it
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Evidence-before-action diagnosis of failing ML experiments. Probes the system before guessing causes, process list, dmesg, GPU stats, log scrollback, checkpoint state, then states a hypothesis as a hypothesis and runs a smoke before claiming a root cause. Use when the user asks why a run is failing, diverging, OOMing, hanging, slow, producing weird metrics, has crashed, or asks to debug, diagnose, troubleshoot, or investigate a training issue.
Skills people install alongside debug.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.copilot/skills/debug
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.cursor/skills/debug
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.claude/skills/debug
/plugin marketplace add fcakyon/phd-skills /plugin install phd-skills@phd-skills
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.agents/skills/debug
Runs on your machine.
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.gemini/skills/debug
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/debug .agents/skills/debug
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.openclaw/skills/debug
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.config/opencode/skills/debug
Runs on your machine.
npx -y degit fcakyon/phd-skills/plugin/skills/debug ~/.hermes/skills/debug
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Write a reviewTw93's engineering habits as eight skills: plan before you build, debug to root cause, review before you ship, and more.
Go skills for coding agents: idiomatic style, error handling, testing, concurrency, security and performance for production Go projects.
Test Double's coding skills: build test-first, refactor under green tests, review your branch and trace bugs to their root cause.
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Safe to install in every agent it supports. Runs in your agent, as instructions.