/structured-output

name: structured-output
description: Formats review deliverables with consistent structure for comparable findings. Use when finalizing any review or analysis that must be shared or compared.
alwaysApply: false
category: output-patterns
tags:
- formatting
- deliverables
- consistency
- reporting
- structure
dependencies:
- imbue:proof-of-work
tools: []
usage_patterns:
- deliverable-formatting
- report-structure
- consistent-output
complexity: beginner
model_hint: fast
estimated_tokens: 1000

Table of Contents

• [When to Use](#when-to-use)
• [Activation Patterns](#activation-patterns)
• [Required TodoWrite Items](#required-todowrite-items)
• [Step 1: Select Template (`structured-output:template-selected`)](#step-1:-select-template-(structured-output:template-selected))
• [Step 2: Format Findings (`structured-output:findings-formatted`)](#step-2:-format-findings-(structured-output:findings-formatted))
• [Step 3: Assign Actions (`structured-output:actions-assigned`)](#step-3:-assign-actions-(structured-output:actions-assigned))
• [Step 4: Attach Appendix (`structured-output:appendix-attached`)](#step-4:-attach-appendix-(structured-output:appendix-attached))
• [Output Quality Checklist](#output-quality-checklist)
• [Exit Criteria](#exit-criteria)

Structured Output

When To Use

• When finalizing any review or analysis.
• To format findings in a consistent way that names specific next steps.
• Before presenting results to stakeholders or committing them to documentation.

When NOT To Use

• Capturing evidence during analysis - use proof-of-work
• Reviewing changes - use diff-analysis or review-core first

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
  **Anchor**: `verbatim source text copied from line 123`
  **Category**: Security | Performance | Correctness | Style
  **Description**: Brief explanation of the issue.
  **Evidence**: [E1, E2] - Reference to evidence log.
  **Recommendation**: Specific remediation steps.

**Verification:** Run the command with `--help` flag to verify availability.

• Severity levels: CRITICAL, HIGH, MEDIUM, LOW, INFO.
• Order findings by severity, then by file location.
• **Anchor is mandatory and grounds the finding.** Copy the exact

source text at `Location` (not a paraphrase). It is what a second pass re-reads to confirm the finding is real. A finding whose anchor does not appear at its cited line is treated as a hallucination and dropped. The check is mechanical: `imbue:review-core` Step 6 runs `plugins/imbue/scripts/citation_verifier.py` over the findings.

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

• Convert findings to action items with assignee and priority:

  ## 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)

**Verification:** Run the command with `--help` flag to verify availability.

• 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:proof-of-work]

  ### B. External References
  [Citations and documentation links]

  ### C. Raw Data
  [Large outputs, full diffs, or data exports]

**Verification:** Run the command with `--help` flag to verify availability.

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

Output Quality Checklist

Before finalizing:

• [ ] Every finding carries a verbatim `Anchor` the citation verifier

resolved (no unverified findings ship).

• [ ] All findings have evidence references.
• [ ] Severity levels are justified.
• [ ] Recommendations are specific and name the next step.
• [ ] 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.