feedback-triage

name	feedback-triage
description	Use when receiving UAT feedback, bug reports, user testing results, stakeholder feedback, QA findings, or any batch of issues to investigate. Investigates each item BEFORE creating issues, classifies by type and priority, creates well-formed GitHub issues with proper project board integration.
allowed-tools	["Read","Grep","Glob","Bash","mcp__github__*"]
model	opus

Feedback Triage

Overview

Process raw feedback into actionable, well-documented GitHub issues. Every feedback item is investigated before issue creation.

Core principle: Investigate first, issue second. Never create an issue without understanding what you're documenting.

Announce at start: "I'm using feedback-triage to investigate and create issues from this feedback."

When to Use This Skill

Use this skill when you receive:

Trigger	Examples
UAT feedback	"We have bugs from UAT testing..."
User testing results	"Users reported the following issues..."
Bug reports	"Here are the errors we found..."
Stakeholder feedback	"The client wants these changes..."
QA findings	"QA discovered these problems..."
Support escalations	"Support tickets about..."
Production incidents	"These errors are occurring in prod..."
Feature requests batch	"Users have requested..."
UX review findings	"The UX review identified..."

Key indicators:

• Multiple items in one message
• Raw feedback that needs investigation
• Error logs, curl commands, or screenshots
• Requests to "create issues" from feedback
• Phrases like "bugs to resolve", "issues from UAT", "feedback to triage"

The Triage Protocol

Flow: Verify project board → Parse items → For each: Investigate → Classify → Create issue → Add to project board

Step 0: Project Board Readiness (GATE)

Before any triage, verify project board infrastructure is ready.

# Verify environment variables
if [ -z "$GITHUB_PROJECT_NUM" ]; then
  echo "BLOCKED: GITHUB_PROJECT_NUM not set"
  exit 1
fi

if [ -z "$GH_PROJECT_OWNER" ]; then
  echo "BLOCKED: GH_PROJECT_OWNER not set"
  exit 1
fi

# Verify project is accessible
gh project view "$GITHUB_PROJECT_NUM" --owner "$GH_PROJECT_OWNER" --format json > /dev/null 2>&1

Skill: project-board-enforcement

---

Step 1: Parse Feedback into Items

Identify Distinct Items

Read through the feedback and identify each distinct item. Look for:

• Separate headings or sections
• Numbered lists
• Different error messages or behaviors
• Distinct feature requests or changes

Create Tracking List

# Use TodoWrite to track each item
# Example: 3 items from UAT feedback
TodoWrite:
- [ ] Investigate: Family page error (API 500)
- [ ] Investigate: Terminology issue (Children vs Care Recipients)
- [ ] Investigate: Cannot add care recipient (API 500)

Item Summary Table

Create a summary table for the user:

## Feedback Items Identified

| # | Summary | Type (Preliminary) | Severity |
|---|---------|-------------------|----------|
| 1 | Family page error | Bug | High |
| 2 | Terminology needs review | UX/Research | Medium |
| 3 | Cannot add care recipient | Bug | High |

I will investigate each item before creating issues.

---

Step 2: Investigate Each Item

CRITICAL: Never create an issue without investigation. Understanding comes first.

Investigation Protocol by Item Type

For API Errors / Bugs

## Investigation: [Item Title]

### 1. Error Analysis
- Error code: [e.g., INTERNAL_ERROR, 500, 404]
- Error message: [exact message]
- Request endpoint: [URL]
- Request method: [GET/POST/etc.]

### 2. Reproduction
- Can reproduce: [Yes/No]
- Reproduction steps:
  1. [Step 1]
  2. [Step 2]

### 3. Code Investigation
- Relevant files: [paths]
- Likely cause: [hypothesis after code review]
- Related code: [functions/modules involved]

### 4. Impact Assessment
- Users affected: [All/Some/Specific conditions]
- Functionality blocked: [What can't users do?]
- Workaround exists: [Yes/No - describe if yes]

### 5. Classification
- Type: Bug
- Severity: [Critical/High/Medium/Low]
- Priority: [Critical/High/Medium/Low]

For UX/Feature Feedback

## Investigation: [Item Title]

### 1. Current Behavior
- What exists now: [description]
- Where it appears: [URLs/screens]
- Current implementation: [code locations]

### 2. Requested Change
- What's being asked for: [description]
- User impact: [how this affects users]
- Business context: [why this matters]

### 3. Scope Analysis
- Files affected: [list]
- Complexity: [Low/Medium/High]
- Dependencies: [other features/systems]

### 4. Design Considerations
- Options identified:
  1. [Option A] - [pros/cons]
  2. [Option B] - [pros/cons]
- Recommendation: [if clear]
- Needs: [Design input / Product decision / Research]

### 5. Classification
- Type: Feature / Research / UX Enhancement
- Priority: [Critical/High/Medium/Low]

For Production Incidents

## Investigation: [Item Title]

### 1. Incident Details
- First reported: [timestamp]
- Frequency: [One-time/Intermittent/Constant]
- Environment: [Production/Staging/etc.]

### 2. Error Analysis
- Error logs: [key log entries]
- Stack trace: [if available]
- Affected service: [component/service name]

### 3. Impact Assessment
- Users affected: [count/percentage]
- Revenue impact: [if applicable]
- SLA implications: [if applicable]

### 4. Root Cause Analysis
- Hypothesis: [likely cause]
- Evidence: [supporting data]
- Related changes: [recent deployments/changes]

### 5. Classification
- Type: Bug
- Severity: Critical / High
- Priority: Critical / High

Investigation Checklist

For each item, verify:

• Error/behavior understood
• Code reviewed (if applicable)
• Scope assessed
• Impact evaluated
• Type determined (Bug/Feature/Research/etc.)
• Priority determined
• Ready to create issue

---

Step 3: Classify Each Item

Type Classification

Type	When to Use	Project Board Type
Bug	Something broken, not working as designed	Bug
Feature	New capability, clear requirements	Feature
Research	Needs exploration, design thinking, options analysis	Research
Spike	Time-boxed technical investigation	Spike
Chore	Maintenance, cleanup, non-user-facing	Chore
UX Enhancement	Improving existing user experience	Feature

Priority Classification

Priority	Criteria	Response
Critical	Production down, data loss, security breach	Immediate
High	Major feature broken, significant user impact, blocking	This sprint
Medium	Feature degraded, workaround exists, important but not blocking	Next sprint
Low	Minor issue, cosmetic, nice-to-have	Backlog

Severity vs Priority

• Severity = How bad is the problem? (Technical assessment)
• Priority = How soon should we fix it? (Business decision)

A low-severity bug affecting a VIP customer may be high priority. A high-severity bug on a deprecated feature may be low priority.

---

Step 4: Create Well-Formed Issues

Issue Templates

Bug: [Bug] <description> - Include: Summary, Environment, Steps to Reproduce, Expected/Actual Behavior, Error Details, Investigation Findings (files, cause, impact), Acceptance Criteria, Source.

Feature: [Feature] <description> - Include: Summary, Background, Current/Proposed Behavior, User Story, Scope Analysis (files, complexity), Acceptance Criteria, Out of Scope.

Research: [Research] <topic> - Include: Summary, Background, Questions to Answer, Scope, Time Box, Deliverables, Acceptance Criteria.

Use gh issue create --title "[Type] ..." --body "..." with appropriate sections from above.

---

Step 5: Add to Project Board (MANDATORY)

Every issue MUST be added to the project board with correct fields.

Use project-board-enforcement skill functions:

1. add_issue_to_project - Add issue to project
2. set_project_status - Set Status (Ready/Backlog)
3. set_project_type - Set Type (Bug/Feature/Research)
4. Set Priority field

Skill: project-board-enforcement

---

Step 6: Summary Report

After all items are triaged, provide a summary:

## Triage Complete

### Issues Created

| # | Issue | Type | Priority | Status |
|---|-------|------|----------|--------|
| 1 | #123 - Family page API error | Bug | High | Ready |
| 2 | #124 - Kin Circle terminology research | Research | Medium | Ready |
| 3 | #125 - Cannot add care recipient | Bug | High | Ready |

### Project Board Status
All issues added to project board with correct fields.

### Recommended Order
1. **#123** - Blocking user access to family page
2. **#125** - Blocking care recipient management
3. **#124** - UX research can proceed in parallel

### Next Steps
- [ ] Assign issues to developers
- [ ] Begin work using `issue-driven-development`
- [ ] Or request immediate resolution

---

Best Practices

Title formats: [Bug] <what's broken>, [Feature] <what it does>, [Research] <what to investigate>, [Spike] <technical question>

Good acceptance criteria: Specific, verifiable, behavior-focused, testable checkboxes.

If feedback is vague: Ask clarifying questions OR create Research issue. Document what IS known.

---

Integration with Other Skills

This skill flows TO:

Skill	When
issue-driven-development	After issues created, to begin resolution
issue-decomposition	If a feedback item is too large for one issue
epic-management	If feedback items should be grouped as epic

This skill uses:

Skill	For
project-board-enforcement	Adding issues to project board
pre-work-research	Investigation patterns
issue-prerequisite	Issue quality standards

---

Memory Integration

Store triage sessions in knowledge graph:

mcp__memory__create_entities([{
  "name": "Triage-[DATE]-[SOURCE]",
  "entityType": "FeedbackTriage",
  "observations": [
    "Source: UAT / User Report / etc.",
    "Date: [DATE]",
    "Items received: [COUNT]",
    "Issues created: #X, #Y, #Z",
    "Types: [Bug: N, Feature: N, Research: N]",
    "High priority: [COUNT]"
  ]
}])

---

Checklist

Before Starting Triage

• Project board readiness verified (GITHUB_PROJECT_NUM, GH_PROJECT_OWNER)
• Feedback source identified
• All items parsed and listed

For Each Item

• Investigation complete (not skipped)
• Error/behavior understood
• Code reviewed (for bugs)
• Scope assessed
• Impact evaluated
• Type classified (Bug/Feature/Research/etc.)
• Priority assigned
• Issue created with full template
• Added to project board
• Status field set (Ready or Backlog)
• Type field set
• Priority field set

After All Items

• Summary report provided
• All issues in project board verified
• Recommended priority order given
• Memory updated
• Ready for resolution (if requested)

Gate: No issue is created without investigation. No issue is left outside the project board.

---

Proceeding to Resolution

If the user requests resolution after triage:

Issues have been created and prioritized.

**To resolve these issues:**

1. I will work through them using `issue-driven-development`
2. Starting with highest priority: #[N]
3. Each issue will follow the full development process

Shall I proceed with resolution, or should these be assigned for later work?

If proceeding, invoke issue-driven-development for each issue in priority order.