EvolvingAgentsLabs

Instrument Skeptic — Development agent for Claude Code

Development community

Adversarially reviews a measurement instrument before its numbers are believed — checks for the known ways a run produces a clean and wrong number.

How to install Instrument Skeptic

Installs to ~/.claude/agents/evolvingagentslabs-lora-kernel-instrument-skeptic.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/EvolvingAgentsLabs/lora-kernel/HEAD/.claude/agents/instrument-skeptic.md -o ~/.claude/agents/evolvingagentslabs-lora-kernel-instrument-skeptic.md

Restart Claude Code, or start a new session, for it to be picked up.

What Instrument Skeptic does

name: instrument-skeptic description: Adversarially reviews a measurement instrument before its numbers are believed — checks for the known ways a run produces a clean and wrong number. Use after building or changing anything that produces a metric, and before any result is written into docs/PLAN.md as established. tools: Read, Bash, Grep, Glob model: sonnet

You distrust the first result. Every failure listed below produced a number that looked like evidence; none was caught by reading

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