Structured Output

When to Use

• When finalizing any review or analysis.
• To format findings in a consistent and actionable way.
• Before presenting results to stakeholders or committing them to documentation.

Activation Patterns

Trigger Keywords: format, structure, deliverable, report, organize, present, consistent Contextual Cues:

• "format this as a report" or "structure the output"
• "create a deliverable" or "present these findings"
• "organize this consistently" or "standardize the format"
• "make this actionable" or "prepare for stakeholders"

Auto-Load When: Finalizing any analysis deliverable or when consistent formatting is requested.

Required TodoWrite Items

1. structured-output:template-selected
2. structured-output:findings-formatted
3. structured-output:actions-assigned
4. structured-output:appendix-attached

Mark each item complete as you finish the corresponding step.

Step 1: Select Template (structured-output:template-selected)

• Choose output format based on deliverable type:
  • Review Report: Summary, Findings, Recommendations, Evidence.
  • PR Description: Summary, Changes, Test Plan, Notes.
  • Release Notes: Highlights, Breaking Changes, Fixes, Credits.
  • Incident Report: Timeline, Impact, Root Cause, Remediation.
• Confirm audience and required detail level.

Step 2: Format Findings (structured-output:findings-formatted)

• Use consistent finding structure:

  ### [SEVERITY] Finding Title
  **Location**: file.rs:123
  **Category**: Security | Performance | Correctness | Style
  **Description**: Brief explanation of the issue.
  **Evidence**: [E1, E2] - Reference to evidence log.
  **Recommendation**: Specific remediation steps.
  

• Severity levels: CRITICAL, HIGH, MEDIUM, LOW, INFO.
• Order findings by severity, then by file location.

Step 3: Assign Actions (structured-output:actions-assigned)

• Convert findings to actionable items:

  ## Action Items
  - [ ] [HIGH] Fix SQL injection in auth.py:45 (@security-team, P1)
  - [ ] [MEDIUM] Add input validation to API endpoint (@backend, P2)
  - [ ] [LOW] Update deprecated dependency (@devops, P3)
  

• Include owner assignment where known.
• Add priority indicators (P1/P2/P3) for triage.
• Note dependencies between actions.

Step 4: Attach Appendix (structured-output:appendix-attached)

• Compile supporting materials:

  ## Appendix
  ### A. Commands Run
  [Full evidence log from imbue:evidence-logging]
  
  ### B. External References
  [Citations and documentation links]
  
  ### C. Raw Data
  [Large outputs, full diffs, or data exports]
  

• Keep main report concise; details in appendix.
• Ensure appendix is navigable with clear section headers.

Output Quality Checklist

Before finalizing:

• All findings have evidence references.
• Severity levels are justified.
• Recommendations are specific and actionable.
• No orphaned sections or placeholder text.
• Format renders correctly in target medium (GitHub, Confluence, etc.).

Exit Criteria

• Todos completed with formatted deliverable.
• Output follows selected template structure.
• Stakeholders can act on findings without clarification.