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ASecurityCalculates context-appropriate quality gate thresholds based on work type (Feature/Bug/Hotfix/Docs/Refactor). Ensures rigorous standards for features, pragmatic standards for hotfixes, and 100% test pass rate for all work.
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- Added September 8, 2026
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[](https://www.skillsdirectory.com/skills/mattnigh-collection-e25e25db)---
name: quality-gate-calculator
description: Calculates context-appropriate quality gate thresholds based on work type (Feature/Bug/Hotfix/Docs/Refactor). Ensures rigorous standards for features, pragmatic standards for hotfixes, and 100% test pass rate for all work.
---
# Quality Gate Calculator Skill
**Purpose**: Calculate appropriate quality gates based on work type and phase.
**When to Use**: At workflow start to set expectations, and at phase transitions to validate progress.
## How to Use This Skill
**Executable Script**: `execute.sh`
```bash
# Basic usage
bash .claude/skills/quality-gate-calculator/execute.sh <work-type> <phase>
# Examples:
bash .claude/skills/quality-gate-calculator/execute.sh Feature 3
bash .claude/skills/quality-gate-calculator/execute.sh Hotfix 1
bash .claude/skills/quality-gate-calculator/execute.sh Bug 4
```
**Parameters**:
- `work-type`: Feature|Bug|Hotfix|Documentation|Refactoring (required)
- `phase`: 1|2|3|4|5 (required)
**Script outputs**:
- Required percentage for quality gate
- Target score (points needed to pass)
- Rationale for threshold
- Pass/fail examples
- Exports quality gate to /tmp/quality-gate.env
**Exit codes**:
- 0: Quality gate calculated successfully
- 1: Invalid work type or phase
## Quality Gate Philosophy
**Not all work is equal:**
- **Features**: Highest rigor (new functionality, high risk)
- **Bug Fixes**: Moderate rigor (fixing existing code)
- **Hotfixes**: Minimal rigor (production emergency)
- **Documentation**: High completion, moderate validation
- **Refactoring**: High quality, no behavior change
**Universal Rule**: ALL work types require 100% test pass rate in Phase 4.
## Quality Gate Matrix
### Phase 1: Requirements
| Work Type | Required % | Score Target | Rationale |
|-----------|------------|--------------|-----------|
| Feature | 95% | 24/25 points | Complete requirements critical for feature success |
| Bug Fix | 80% | 20/25 points | Focus on problem and fix, less ceremony |
| Hotfix | 70% | 18/25 points | Emergency - just enough to understand issue |
| Documentation | 85% | 21/25 points | Clear purpose and scope needed |
| Refactoring | 90% | 23/25 points | Understand current state and goals |
### Phase 2: Design
| Work Type | Required % | Score Target | Rationale |
|-----------|------------|--------------|-----------|
| Feature | 90% | 32/35 points | Thorough design prevents implementation issues |
| Bug Fix | 70% | 25/35 points | Focus on fix design, skip elaborate specs |
| Hotfix | 60% | 21/35 points | Quick design - enough to implement safely |
| Documentation | 80% | 28/35 points | Structure and organization plan |
| Refactoring | 85% | 30/35 points | Detailed refactoring plan with safety checks |
### Phase 3: Implementation
| Work Type | Required % | Score Target | Rationale |
|-----------|------------|--------------|-----------|
| Feature | 85% | 43/50 points | High code quality for new features |
| Bug Fix | 75% | 38/50 points | Focus on fix, tests, and no regressions |
| Hotfix | 70% | 35/50 points | Working fix with minimal tests |
| Documentation | 80% | 40/50 points | Complete documentation with examples |
| Refactoring | 90% | 45/50 points | Highest quality - no behavior changes allowed |
### Phase 4: Testing
| Work Type | Required % | Test Pass Rate | Rationale |
|-----------|------------|----------------|-----------|
| Feature | 100% | 100% | **ALL tests must pass** |
| Bug Fix | 100% | 100% | **ALL tests must pass** |
| Hotfix | 100% | 100% | **ALL tests must pass** |
| Documentation | 100% | 100% | **ALL tests must pass** |
| Refactoring | 100% | 100% | **ALL tests must pass** |
**CRITICAL**: Phase 4 is ZERO TOLERANCE for all work types. One failing test = cannot advance.
### Phase 5: Finalization
| Work Type | Required % | Score Target | Rationale |
|-----------|------------|--------------|-----------|
| Feature | 80% | 80/100 points | Complete documentation and cleanup |
| Bug Fix | 75% | 75/100 points | Document fix and lessons learned |
| Hotfix | 70% | 70/100 points | Basic documentation, commit, deploy |
| Documentation | 90% | 90/100 points | Comprehensive docs and cross-references |
| Refactoring | 85% | 85/100 points | Document changes and performance impact |
## Usage Examples
### From Orchestrator (Workflow Start)
```
Use the quality-gate-calculator skill to set quality gates for this feature work
```
### Manual Calculation
```bash
# Calculate quality gate for bug fix in design phase
bash .claude/skills/quality-gate-calculator.md Bug 2
# Calculate for hotfix in implementation
bash .claude/skills/quality-gate-calculator.md Hotfix 3
```
### From Validator
```bash
# Phase validator loads quality gate
source /tmp/quality-gate.env
echo "Required: $REQUIRED_PERCENTAGE%"
echo "Target: $TARGET_SCORE / $MAX_SCORE"
```
## Decision Flowchart
```
Start Workflow
|
v
Identify Work Type
|
+-- Is it production emergency? --> Hotfix (70-100%)
|
+-- Is it fixing existing bug? --> Bug Fix (75-100%)
|
+-- Is it new functionality? --> Feature (85-100%)
|
+-- Is it improving code? --> Refactoring (85-100%)
|
+-- Is it documentation? --> Documentation (80-100%)
v
Calculate Quality Gates for Each Phase
v
Store in Workflow Context
v
Apply at Each Phase Validation
```
## Work Type Classification Guide
### Feature
**Characteristics**:
- Adds new functionality
- Creates new user-facing capabilities
- Introduces new APIs or components
**Examples**:
- "Add event registration system"
- "Implement user dashboard"
- "Create teacher profile pages"
### Bug Fix
**Characteristics**:
- Fixes existing functionality
- Addresses reported issues
- Resolves unexpected behavior
**Examples**:
- "Fix login button not working"
- "Resolve event date display issue"
- "Correct user role assignment"
### Hotfix
**Characteristics**:
- Production emergency
- Blocking critical functionality
- Requires immediate deployment
**Examples**:
- "Fix payment processing failure"
- "Resolve database connection timeout"
- "Patch security vulnerability"
### Documentation
**Characteristics**:
- Creates or updates documentation
- No code changes (or minimal)
- Improves developer/user understanding
**Examples**:
- "Document API endpoints"
- "Create onboarding guide"
- "Update architecture diagrams"
### Refactoring
**Characteristics**:
- Improves code quality
- No behavior changes
- Performance or maintainability focus
**Examples**:
- "Extract service layer"
- "Optimize database queries"
- "Simplify component structure"
## Integration with Validators
Each phase validator loads work type-specific quality gates:
```bash
#!/bin/bash
# In phase-1-validator.md
# Load quality gate for this work type
source /tmp/quality-gate.env
# Use in validation
if [ "$PERCENTAGE" -ge "$REQUIRED_PERCENTAGE" ]; then
echo "✅ PASS - Meets quality gate"
else
echo "❌ FAIL - Below quality gate"
echo " Required: $REQUIRED_PERCENTAGE%"
echo " Actual: $PERCENTAGE%"
fi
```
## Common Issues
### Issue: Work Type Misclassification
**Problem**: Feature classified as bug fix to lower quality gates
**Impact**: Lower quality work slips through
**Solution**: Orchestrator validates work type at workflow start
### Issue: Quality Gate Gaming
**Problem**: Developer tries to lower requirements
**Impact**: System integrity compromised
**Solution**: Quality gates are non-negotiable per work type
### Issue: Hotfix Abuse
**Problem**: Everything labeled "hotfix" to skip rigor
**Impact**: Production quality degrades
**Solution**: Hotfix requires prod issue ticket + approval
## Output Format
```json
{
"qualityGate": {
"workType": "Feature",
"phase": 3,
"phaseName": "Implementation",
"required": {
"percentage": 85,
"score": 43,
"maxScore": 50
},
"rationale": "Features require high code quality for new features",
"criticalRules": [
"Phase 4 requires 100% test pass rate regardless of work type"
],
"exported": "/tmp/quality-gate.env"
}
}
```
## Progressive Disclosure
**Initial Context**: Show work type and required percentage only
**On Request**: Show full matrix with rationale
**During Validation**: Show pass/fail threshold
**On Failure**: Show how far from target and what's needed
---
**Remember**: Quality gates ensure appropriate rigor for the work being done. Features get highest scrutiny, hotfixes get pragmatic validation, but ALL work requires 100% test pass rate. This balances quality with velocity.
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