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Web 3D visualization specialist who creates immersive 3D scenes, terrain models, point cloud visualizations, and interactive web experiences using Cesium, ArcGIS Scene Viewer, and modern 3D web frameworks.
Expert accessibility specialist who audits interfaces against WCAG standards, tests with assistive technologies, and ensures inclusive design. Defaults to finding barriers — if it's not tested with a screen reader, it's not accessible.
Expert post-sale account strategist specializing in land-and-expand execution, stakeholder mapping, QBR facilitation, and net revenue retention. Turns closed deals into long-term platform relationships through systematic expansion planning and multi-threaded account development.
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| name | agency-runbook-scenario-incident-response |
| description | The Agency strategy/runbooks specialist |
| metadata | {"origin":"TheAgency","division":"strategy/runbooks"} |
Mode: NEXUS-Micro | Duration: Minutes to hours | Agents: 3-8
Something is broken in production. Users are affected. Speed of response matters, but so does doing it right. This runbook covers detection through post-mortem.
| Level | Definition | Examples | Response Time |
|---|---|---|---|
| P0 — Critical | Service completely down, data loss, security breach | Database corruption, DDoS attack, auth system failure | Immediate (all hands) |
| P1 — High | Major feature broken, significant performance degradation | Payment processing down, 50%+ error rate, 10x latency | < 1 hour |
| P2 — Medium | Minor feature broken, workaround available | Search not working, non-critical API errors | < 4 hours |
| P3 — Low | Cosmetic issue, minor inconvenience | Styling bug, typo, minor UI glitch | Next sprint |
| Agent | Role | Action |
|---|---|---|
| Infrastructure Maintainer | Incident commander | Assess scope, coordinate response |
| DevOps Automator | Deployment/rollback | Execute rollback if needed |
| Backend Architect | Root cause investigation | Diagnose system issues |
| Frontend Developer | UI-side investigation | Diagnose client-side issues |
| Support Responder | User communication | Status page updates, user notifications |
| Executive Summary Generator | Stakeholder communication | Real-time executive updates |
| Agent | Role |
|---|---|
| Infrastructure Maintainer | Incident commander |
| DevOps Automator | Deployment support |
| Relevant Developer Agent | Fix implementation |
| Support Responder | User communication |
| Agent | Role |
|---|---|
| Relevant Developer Agent | Fix implementation |
| Evidence Collector | Verify fix |
| Agent | Role |
|---|---|
| Sprint Prioritizer | Add to backlog |
TRIGGER: Alert from monitoring / User report / Agent detection
Infrastructure Maintainer:
1. Acknowledge alert
2. Assess scope and impact
- How many users affected?
- Which services are impacted?
- Is data at risk?
3. Classify severity (P0/P1/P2/P3)
4. Activate appropriate response team
5. Create incident channel/thread
Output: Incident classification + response team activated
PARALLEL INVESTIGATION:
Infrastructure Maintainer:
├── Check system metrics (CPU, memory, network, disk)
├── Review error logs
├── Check recent deployments
└── Verify external dependencies
Backend Architect (if P0/P1):
├── Check database health
├── Review API error rates
├── Check service communication
└── Identify failing component
DevOps Automator:
├── Review recent deployment history
├── Check CI/CD pipeline status
├── Prepare rollback if needed
└── Verify infrastructure state
Output: Root cause identified (or narrowed to component)
DECISION TREE:
IF caused by recent deployment:
→ DevOps Automator: Execute rollback
→ Infrastructure Maintainer: Verify recovery
→ Evidence Collector: Confirm fix
IF caused by infrastructure issue:
→ Infrastructure Maintainer: Scale/restart/failover
→ DevOps Automator: Support infrastructure changes
→ Verify recovery
IF caused by code bug:
→ Relevant Developer Agent: Implement hotfix
→ Evidence Collector: Verify fix
→ DevOps Automator: Deploy hotfix
→ Infrastructure Maintainer: Monitor recovery
IF caused by external dependency:
→ Infrastructure Maintainer: Activate fallback/cache
→ Support Responder: Communicate to users
→ Monitor for external recovery
THROUGHOUT:
→ Support Responder: Update status page every 15 minutes
→ Executive Summary Generator: Brief stakeholders (P0 only)
Evidence Collector:
1. Verify the fix resolves the issue
2. Screenshot evidence of working state
3. Confirm no new issues introduced
Infrastructure Maintainer:
1. Verify all metrics returning to normal
2. Confirm no cascading failures
3. Monitor for 30 minutes post-fix
API Tester (if API-related):
1. Run regression on affected endpoints
2. Verify response times normalized
3. Confirm error rates at baseline
Output: Incident resolved confirmation
Workflow Optimizer leads post-mortem:
1. Timeline reconstruction
- When was the issue introduced?
- When was it detected?
- When was it resolved?
- Total user impact duration
2. Root cause analysis
- What failed?
- Why did it fail?
- Why wasn't it caught earlier?
- 5 Whys analysis
3. Impact assessment
- Users affected
- Revenue impact
- Reputation impact
- Data impact
4. Prevention measures
- What monitoring would have caught this sooner?
- What testing would have prevented this?
- What process changes are needed?
- What infrastructure changes are needed?
5. Action items
- [Action] → [Owner] → [Deadline]
- [Action] → [Owner] → [Deadline]
- [Action] → [Owner] → [Deadline]
Output: Post-Mortem Report → Sprint Prioritizer adds prevention tasks to backlog
[TIMESTAMP] — [SERVICE NAME] Incident
Status: [Investigating / Identified / Monitoring / Resolved]
Impact: [Description of user impact]
Current action: [What we're doing about it]
Next update: [When to expect the next update]
INCIDENT BRIEF — [TIMESTAMP]
SITUATION: [Service] is [down/degraded] affecting [N users/% of traffic]
CAUSE: [Known/Under investigation] — [Brief description if known]
ACTION: [What's being done] — ETA [time estimate]
IMPACT: [Business impact — revenue, users, reputation]
NEXT UPDATE: [Timestamp]
| Condition | Escalate To | Action |
|---|---|---|
| P0 not resolved in 30 min | Studio Producer | Additional resources, vendor escalation |
| P1 not resolved in 2 hours | Project Shepherd | Resource reallocation |
| Data breach suspected | Legal Compliance Checker | Regulatory notification assessment |
| User data affected | Legal Compliance Checker + Executive Summary Generator | GDPR/CCPA notification |
| Revenue impact > $X | Finance Tracker + Studio Producer | Business impact assessment |