Apply Findings

Apply Findings

Use this after an audit, review, or investigation has produced concrete findings.

Goal

Convert findings into a small, practical implementation loop.

Process

1. Gather the current findings from the conversation or a findings document
2. Synthesize them into one short implementation plan:
   • highest-risk issues first
   • smallest safe steps
   • explicit verification per step
3. Execute incrementally
4. Review the result
5. Clean up only after behavior is confirmed
6. Simplify only after the fix works

Plan format

For each task, include:

• WHY
• WHAT
• WHERE
• HOW
• VERIFY
• DONE WHEN

Rules

• one implementation flow is enough
• do not invent work before findings exist
• keep the plan minimal, direct, and testable

Output

Create or update an implementation plan document and, when appropriate, convert it into DEX tasks.