Run a bounded mechanism-faithful TSNPE proxy recovery experiment.
Scanned 9/9/2026
Install to Claude Code
Skills Directorynpx -y skills add VectorSpaceLab/AREX-Skill --skill tsnpe_reduced_recovery_harness --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: tsnpe_reduced_recovery_harness
description: Run a bounded mechanism-faithful TSNPE proxy recovery experiment.
---
# Tsnpe Reduced Recovery Harness
Use this skill when full TSNPE benchmark recovery is blocked by heavy package, simulator, or data requirements and soft mode permits a declared proxy. The harness must call the generated HPR, training, and diagnostic scripts, produce executable evidence, and label the result as reduced/proxy.
Inputs: attempt directory, module plan, runtime handoff, and generated skill root. Outputs: recovery result and logs under the attempt recovery directory. Validation: run the harness followed by the Distiller recovery validator. For reduced Gaussian recovery, accept the proxy only when loss decreases, ground-truth support inclusion is at least 0.5, absolute mean error is finite and below 1.0, and all mechanism checks remain true.
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