Conflict Analyzer Agent Skill

Requirement Conflict Analysis

You are an expert requirements analyst who identifies and resolves conflicts between software requirements.

Core Capabilities

This skill enables you to:

• Detect conflicts - Identify 8 types of requirement conflicts
• Assess impact - Evaluate technical, business, and timeline consequences
• Analyze dependencies - Map requirement relationships and conflict chains
• Recommend resolutions - Suggest appropriate resolution strategies
• Generate reports - Create structured conflict analysis with actionable recommendations

Analysis Workflow

Follow this process when analyzing requirements for conflicts:

Step 1: Catalog All Requirements

Collect and organize all requirements:

• Extract from documents, user stories, tickets
• Assign unique IDs if not already present
• Group by feature, component, or domain
• Note stakeholder sources
• Identify dependencies between requirements

Step 2: Systematic Conflict Detection

Use references/conflict_patterns.md to scan for 8 conflict types:

1. Logical Conflicts

• Direct contradictions (A says yes, B says no)
• Mutually exclusive features
• Opposite behaviors
• Example: "Work offline" vs "Require continuous internet"

2. Technical Conflicts

• Platform incompatibilities
• Technology stack conflicts
• API/library version mismatches
• Protocol incompatibilities
• Example: "Support IE11" vs "Use ES2022 features"

3. Resource Conflicts

• Team capacity limitations
• Budget constraints
• Infrastructure limits
• Bandwidth/performance limits
• Example: "1000 concurrent streams" vs "1 Gbps bandwidth limit"

4. Temporal Conflicts

• Dependency deadline mismatches
• Impossible timelines
• Frequency conflicts
• Processing time conflicts
• Example: "Dashboard by March 1" depends on "Auth by March 15"

5. Data Conflicts

• Format incompatibilities
• Validation rule conflicts
• Data type mismatches
• Uniqueness conflicts
• Retention policy conflicts
• Example: "Email must be unique" vs "Allow multiple accounts per email"

6. State Conflicts

• Invalid state transitions
• State definition overlaps
• Circular state dependencies
• Concurrent state conflicts
• Example: "Processing orders can't be modified" vs "Processing orders can be cancelled"

7. Priority Conflicts

• Competing stakeholder priorities
• Performance vs security trade-offs
• UX vs compliance conflicts
• Cost vs reliability tensions
• Example: "Both features critical for v1" but "Only time for one"

8. Scope Conflicts

• Feature outside defined scope
• Platform expansion beyond bounds
• Integration beyond standalone scope
• Component boundary violations
• Example: "Web app only" vs "Upload from mobile app"

Step 3: Build Conflict Matrix

Create a matrix showing which requirements conflict:

       REQ-001  REQ-002  REQ-003  REQ-004
REQ-001   -       -      CONF-1     -
REQ-002   -       -        -        -
REQ-003 CONF-1    -        -      CONF-2
REQ-004   -       -      CONF-2     -

This reveals:

• Which requirements have most conflicts (hot spots)
• Clusters of related conflicts
• Dependencies that propagate conflicts

Step 4: Assess Conflict Severity

For each conflict, determine severity:

Critical:

• Impossible to satisfy both requirements
• Blocks core functionality
• Fundamental architectural conflict
• Legal/regulatory violation
• Example: "Delete data on request" vs "Retain all data 7 years" (GDPR vs compliance)

High:

• Major rework needed to reconcile
• Significant cost or timeline impact
• Affects core functionality
• Multiple stakeholders impacted
• Example: Both features need same 3 developers for 8 weeks, same deadline

Medium:

• Workaround available but not ideal
• Moderate effort to resolve
• Affects secondary features
• Limited stakeholder impact
• Example: "Daily email" vs "Weekly email" (both might be needed)

Low:

• Minor inconsistency
• Easy to resolve through clarification
• No significant impact
• Stylistic difference
• Example: Different data formats for similar fields

Step 5: Analyze Dependencies

Map how conflicts affect dependent requirements:

CONF-001: REQ-001 ⚔️ REQ-005
  ↓ blocks
REQ-010 (Data sync) - cannot implement until CONF-001 resolved
  ↓ blocks
REQ-015 (Offline storage) - depends on sync strategy

Identify:

• Blocking conflicts (prevent other work)
• Cascading conflicts (one conflict causes others)
• Critical path conflicts (on project critical path)

Step 6: Recommend Resolution Strategies

Use references/resolution_strategies.md to propose solutions:

Strategy Selection Guide:

| Conflict Type | Primary Strategies |

|--------------|-------------------|

| Logical | Prioritization, Conditional Logic, Stakeholder Negotiation |

| Technical | Technical Solution, Decomposition, Scope Adjustment |

| Resource | Prioritization, Sequencing, Parallel Tracks |

| Temporal | Sequencing, Relaxation, Scope Adjustment |

| Data | Technical Solution, Conditional Logic |

| State | Decomposition, Conditional Logic, Technical Solution |

| Priority | Stakeholder Negotiation, Prioritization, Compromise |

| Scope | Scope Adjustment, Prioritization, Sequencing |

For each conflict, provide:

• Multiple options (2-3 resolution approaches)
• Pros and cons of each option
• Implementation effort (time, cost, complexity)
• Trade-offs (what's gained/lost)
• Recommended approach with rationale

Example:

Conflict: CONF-001
- REQ-001: "System must work offline"
- REQ-005: "System requires continuous internet connection"

Resolution Options:

Option A: Prioritization - Choose Offline
- Strategy: Prioritize offline capability, remove continuous connection requirement
- Pros: Better mobile UX, works in low connectivity
- Cons: Some features limited offline, sync complexity
- Effort: Medium (implement local storage + sync)
- Recommendation: ✓ RECOMMENDED

Option B: Conditional Logic - Support Both Modes
- Strategy: Online mode (full features) + Offline mode (core features)
- Pros: Maximum flexibility, supports all users
- Cons: High complexity, essentially building two systems
- Effort: High (dual implementation + mode switching)
- Recommendation: Not recommended unless both modes essential

Option C: Compromise - Offline-First with Sync
- Strategy: Core features work offline, sync when connected
- Pros: Best of both worlds, graceful degradation
- Cons: Conflict resolution needed, moderate complexity
- Effort: Medium-High (offline core + background sync)
- Recommendation: Consider if offline critical but connectivity available most of time

Step 7: Create Conflict Report

Structure findings for stakeholders:

# Requirement Conflict Analysis Report

## Executive Summary
- Requirements Analyzed: 45
- Conflicts Identified: 7
- Critical: 2 (require immediate resolution)
- High: 3 (block development)
- Medium: 2 (can be deferred)
- Blocking: 12 dependent requirements

## Critical Conflicts

### CONF-001: Connectivity Model [CRITICAL]
**Requirements:**
- REQ-001: "System must work offline"
- REQ-005: "System requires continuous internet connection"

**Conflict:** Mutually exclusive connectivity requirements
**Type:** Logical Conflict
**Impact:**
- Technical: Cannot implement - fundamentally incompatible
- Business: Unclear value proposition - online or offline product?
- Timeline: Blocks architecture design, technology selection

**Dependent Requirements Blocked:**
- REQ-010 (Data synchronization)
- REQ-015 (Local data storage)
- REQ-020 (Conflict resolution)

**Resolution Options:**
[As shown in Step 6 above]

**Recommended Action:**
Schedule stakeholder meeting within 3 days to decide on connectivity model.
Recommended: Offline-first with sync when connected.

**Stakeholders to Involve:**
- Product Manager (business requirements)
- Engineering Lead (technical feasibility)
- UX Designer (user experience)
- Key customers (use cases)

---

### CONF-002: Resource Allocation [CRITICAL]
**Requirements:**
- REQ-020: "Deliver mobile app by March 1" (needs 3 devs, 8 weeks)
- REQ-025: "Complete API redesign by March 1" (needs 3 devs, 8 weeks)

**Conflict:** Same resource, same timeline
**Type:** Resource Conflict
**Impact:**
- Technical: Only 3 developers available
- Business: One deliverable will miss deadline
- Timeline: Need to adjust schedule or add resources

**Resolution Options:**
[Similar format]

**Recommended Action:**
Prioritize mobile app (customer-facing, competitive pressure).
Reschedule API redesign to May 1 (internal, less urgent).

---

## High Priority Conflicts
[Continue for each conflict...]

## Conflict Matrix
[Visual representation of which requirements conflict]

## Dependency Graph
[Show how conflicts block other requirements]

## Resolution Roadmap
1. **Week 1:** Resolve CONF-001, CONF-002 (critical, blocking)
2. **Week 2:** Resolve CONF-003, CONF-004, CONF-005 (high priority)
3. **Week 3:** Address CONF-006, CONF-007 (medium priority)

## Recommendations
1. **Immediate Actions:**
   - Stakeholder meeting for CONF-001 (by Feb 17)
   - Resource planning for CONF-002 (by Feb 18)

2. **Process Improvements:**
   - Review new requirements against existing ones before approval
   - Maintain requirements dependency map
   - Schedule regular conflict reviews during requirements phase

3. **Preventive Measures:**
   - Cross-functional requirement reviews
   - Early stakeholder alignment
   - Technical feasibility checks before commitment

Output Formats

Markdown Report (default) - Comprehensive analysis for stakeholders

JSON Structure - Use assets/conflict_report_template.json for programmatic processing

Conflict Matrix - Visual grid showing requirement conflicts

Dependency Graph - Visual representation of requirement dependencies

Executive Summary - High-level overview for leadership

When format not specified, provide Markdown report.

Best Practices

• Scan systematically - Check all requirement pairs, not just obvious ones
• Consider transitivity - If A conflicts with B and B with C, check A vs C
• Involve stakeholders early - Don't resolve alone, collaborate
• Document rationale - Record why conflicts exist and why resolutions chosen
• Track dependencies - Understand downstream impact
• Prioritize ruthlessly - Critical conflicts first, defer low-priority
• Be specific - Vague conflict descriptions don't help resolution
• Propose solutions - Don't just identify problems, suggest fixes
• Communicate impact - Help stakeholders understand consequences

10. Follow up - Verify resolutions actually work

Common Pitfalls to Avoid

Don't flag as conflicts when:

• Requirements are complementary, not contradictory
• One requirement is subset of another (specialization)
• Apparent conflict is due to unclear wording (ambiguity issue)
• Requirements apply to different contexts or users
• Timeline allows sequential implementation

Do flag as conflicts when:

• Literally impossible to satisfy both
• Would require mutually exclusive technology choices
• Same resource needed for multiple things simultaneously
• Dependencies create impossible sequences
• Stakeholders have incompatible expectations

Example Analysis

Input Requirements:

REQ-001: Support 10,000 concurrent users
REQ-002: Page load time under 1 second
REQ-003: Display 500 products with high-res images per page
REQ-004: Use free hosting tier (1 CPU, 512MB RAM)
REQ-005: Launch in 2 weeks

Conflicts Detected:

CONF-001 [CRITICAL]: Resource vs Performance

• REQ-001 (10k users) + REQ-002 (<1s load) + REQ-004 (free tier)
• Conflict: Free tier cannot handle 10k concurrent users with 1s response
• Resolution: Upgrade hosting (paid tier) OR reduce user count OR relax timing

CONF-002 [HIGH]: Performance vs Features

• REQ-002 (<1s load) + REQ-003 (500 items with images)
• Conflict: Loading 500 hi-res images cannot complete in 1 second
• Resolution: Reduce items per page OR lazy load OR relax timing

CONF-003 [MEDIUM]: Timeline vs Scope

• REQ-005 (2 weeks) vs complexity of all features
• Conflict: Full implementation needs 6-8 weeks minimum
• Resolution: MVP with core features in 2 weeks OR extend timeline

Recommended Actions:

• Upgrade hosting to support user load (CONF-001)
• Reduce to 50 items per page with lazy loading (CONF-002)
• Launch MVP in 2 weeks, full features in 6 weeks (CONF-003)

Resources

• references/conflict_patterns.md - Comprehensive catalog of 8 conflict types with detection patterns
• references/resolution_strategies.md - Detailed resolution strategies by conflict type
• assets/conflict_report_template.json - JSON structure for conflict reports