eda-method-implementer

Implement EDA research methods from approved hypothesis plans, with integration discipline, measurable contracts, and minimal-risk iteration.

EDA Method Implementer

When to use

Use this skill when moving from experiment design to actual method/code implementation.

Workflow

  1. Load approved hypothesis and experiment plan artifacts.
  2. Query tool catalog before adding new scripts:
python3 scripts/common/tool_catalog.py query <keyword1> <keyword2>
  1. Define implementation contract:
  • target files/modules,
  • expected behavior delta,
  • metrics to validate change.
  1. Implement minimal viable patch first, then iterate.
  2. Run required validation commands and link outputs.
  3. Prepare versioned checkpoint handoff to git-version-control.

Outputs

  1. implementation_plan.md
  2. implementation_change_log.md
  3. validation_command_log.md

Hard rules

  1. Do not implement without linked hypothesis ID.
  2. Keep each patch testable and reversible.
  3. Record known side effects and unresolved risks.

Reference

Load when needed:

  1. references/implementation-contract-checklist.md