necatiincekara/experiment
.agents/skills/experiment/SKILL.md
Plan or run an experiment for this study, including ablations, circuit comparisons, gradient diagnostics, and result logging.
testing
Updated Apr 16, 2026
$ install --global
skillsauthnpx skillsauth add necatiincekara/Quanvolutional-Neural-Network experimentInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- experiment
- description:
- Plan or run an experiment for this study, including ablations, circuit comparisons, gradient diagnostics, and result logging.
Experiment
Use this skill when the task is to run, plan, or interpret an experiment.
Workflow
- Read
AGENTS.mdand inspect the current experiment entrypoints:train_v7.pytrain_ablation_local.pysrc/train.pysrc/enhanced_training.py
- Check whether older automation such as
experiments/run_experiments.pyis actually compatible before using it. - Define the experiment type:
- baseline comparison
- circuit comparison
- ablation study
- gradient-flow check
- reproducibility rerun
- Record the exact config, platform, and dataset split assumptions before running long jobs.
- After the run, summarize:
- primary metrics
- training stability
- deviations from expected behavior
- whether docs now need updating
- If the run produced meaningful results, follow up with the
log-resultskill.
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