linzhe001/final-exp
.agents/skills/final-exp/SKILL.md
Codex wrapper for WF9 final experiment planning. Use when the user wants ablations, robustness tests, cross-dataset evaluation, and compute budgeting organized according to the original template.
$ install --global
skillsauthnpx skillsauth add linzhe001/Harness-Research final-expInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- final-exp
- description:
- Codex wrapper for WF9 final experiment planning. Use when the user wants ablations, robustness tests, cross-dataset evaluation, and compute budgeting organized according to the original template.
Final Exp
References
Read these first:
../../../.agents/references/workflow-guide.md../../../.agents/references/language-policy.md./references/experiment-matrix.md../../../iteration_log.json../../../PROJECT_STATE.json
When To Use
Use this skill for WF9 when the user wants the final validation matrix after the main approach is stable.
Required Work
- Read the best iteration and available iteration reports.
- Design canonical ablations that isolate major component contributions.
- Define hyperparameter search, robustness tests, and cross-dataset evaluation.
- Estimate compute budget and execution order.
- Write
docs/Final_Experiment_Matrix.mdusing the canonical template. - Update
PROJECT_STATE.jsonwhen appropriate.
Codex Adaptation
- Treat natural-language requests as the canonical
$final-expflow. - Preserve the original emphasis on ablation isolation, reviewer expectations, and compute budgeting.
- Keep the canonical output path and state updates.
- Treat template wording as structure-only; localize headings and narrative text according to
../../../.agents/references/language-policy.mdunless a field is explicitly English-only.
Execution Rule
Follow the local planning prompt, experiment-matrix template, and language policy rather than replacing them with a generic experiment checklist.
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