environment-setup-guide
Guide developers through setting up development environments with proper tools, dependencies, and configurations
incident-runbook-templates
Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident response procedures.
Full skill instructions
Production-ready templates for incident response runbooks covering detection, triage, mitigation, resolution, and communication.
| Severity | Impact | Response Time | Example |
|---|---|---|---|
| SEV1 | Complete outage, data loss | 15 min | Production down |
| SEV2 | Major degradation | 30 min | Critical feature broken |
| SEV3 | Minor impact | 2 hours | Non-critical bug |
| SEV4 | Minimal impact | Next business day | Cosmetic issue |
1. Overview & Impact
2. Detection & Alerts
3. Initial Triage
4. Mitigation Steps
5. Root Cause Investigation
6. Resolution Procedures
7. Verification & Rollback
8. Communication Templates
9. Escalation Matrix
# [Service Name] Outage Runbook
## Overview
**Service**: Payment Processing Service
**Owner**: Platform Team
**Slack**: #payments-incidents
**PagerDuty**: payments-oncall
## Impact Assessment
- [ ] Which customers are affected?
- [ ] What percentage of traffic is impacted?
- [ ] Are there financial implications?
- [ ] What's the blast radius?
## Detection
### Alerts
- `payment_error_rate > 5%` (PagerDuty)
- `payment_latency_p99 > 2s` (Slack)
- `payment_success_rate < 95%` (PagerDuty)
### Dashboards
- [Payment Service Dashboard](https://grafana/d/payments)
- [Error Tracking](https://sentry.io/payments)
- [Dependency Status](https://status.stripe.com)
## Initial Triage (First 5 Minutes)
### 1. Assess Scope
```bash
# Check service health
kubectl get pods -n payments -l app=payment-service
# Check recent deployments
kubectl rollout history deployment/payment-service -n payments
# Check error rates
curl -s "http://prometheus:9090/api/v1/query?query=sum(rate(http_requests_total{status=~'5..'}[5m]))"
```
curl -I https://api.company.com/payments/health| Symptom | Likely Cause | Go To Section |
|---|---|---|
| All requests failing | Service down | Section 4.1 |
| High latency | Database/dependency | Section 4.2 |
| Partial failures | Code bug | Section 4.3 |
| Spike in errors | Traffic surge | Section 4.4 |
# Step 1: Check pod status
kubectl get pods -n payments
# Step 2: If pods are crash-looping, check logs
kubectl logs -n payments -l app=payment-service --tail=100
# Step 3: Check recent deployments
kubectl rollout history deployment/payment-service -n payments
# Step 4: ROLLBACK if recent deploy is suspect
kubectl rollout undo deployment/payment-service -n payments
# Step 5: Scale up if resource constrained
kubectl scale deployment/payment-service -n payments --replicas=10
# Step 6: Verify recovery
kubectl rollout status deployment/payment-service -n payments
# Step 1: Check database connections
kubectl exec -n payments deploy/payment-service -- \
curl localhost:8080/metrics | grep db_pool
# Step 2: Check slow queries (if DB issue)
psql -h $DB_HOST -U $DB_USER -c "
SELECT pid, now() - query_start AS duration, query
FROM pg_stat_activity
WHERE state = 'active' AND duration > interval '5 seconds'
ORDER BY duration DESC;"
# Step 3: Kill long-running queries if needed
psql -h $DB_HOST -U $DB_USER -c "SELECT pg_terminate_backend(pid);"
# Step 4: Check external dependency latency
curl -w "@curl-format.txt" -o /dev/null -s https://api.stripe.com/v1/health
# Step 5: Enable circuit breaker if dependency is slow
kubectl set env deployment/payment-service \
STRIPE_CIRCUIT_BREAKER_ENABLED=true -n payments
# Step 1: Identify error pattern
kubectl logs -n payments -l app=payment-service --tail=500 | \
grep -i error | sort | uniq -c | sort -rn | head -20
# Step 2: Check error tracking
# Go to Sentry: https://sentry.io/payments
# Step 3: If specific endpoint, enable feature flag to disable
curl -X POST https://api.company.com/internal/feature-flags \
-d '{"flag": "DISABLE_PROBLEMATIC_FEATURE", "enabled": true}'
# Step 4: If data issue, check recent data changes
psql -h $DB_HOST -c "
SELECT * FROM audit_log
WHERE table_name = 'payment_methods'
AND created_at > now() - interval '1 hour';"
# Step 1: Check current request rate
kubectl top pods -n payments
# Step 2: Scale horizontally
kubectl scale deployment/payment-service -n payments --replicas=20
# Step 3: Enable rate limiting
kubectl set env deployment/payment-service \
RATE_LIMIT_ENABLED=true \
RATE_LIMIT_RPS=1000 -n payments
# Step 4: If attack, block suspicious IPs
kubectl apply -f - <<EOF
apiVersion: networking.k8s.io/v1
kind: NetworkPolicy
metadata:
name: block-suspicious
namespace: payments
spec:
podSelector:
matchLabels:
app: payment-service
ingress:
- from:
- ipBlock:
cidr: 0.0.0.0/0
except:
- 192.168.1.0/24 # Suspicious range
EOF
# Verify service is healthy
curl -s https://api.company.com/payments/health | jq
# Verify error rate is back to normal
curl -s "http://prometheus:9090/api/v1/query?query=sum(rate(http_requests_total{status=~'5..'}[5m]))" | jq '.data.result[0].value[1]'
# Verify latency is acceptable
curl -s "http://prometheus:9090/api/v1/query?query=histogram_quantile(0.99,sum(rate(http_request_duration_seconds_bucket[5m]))by(le))" | jq
# Smoke test critical flows
./scripts/smoke-test-payments.sh
# Rollback Kubernetes deployment
kubectl rollout undo deployment/payment-service -n payments
# Rollback database migration (if applicable)
./scripts/db-rollback.sh $MIGRATION_VERSION
# Rollback feature flag
curl -X POST https://api.company.com/internal/feature-flags \
-d '{"flag": "NEW_PAYMENT_FLOW", "enabled": false}'
| Condition | Escalate To | Contact |
|---|---|---|
| > 15 min unresolved SEV1 | Engineering Manager | @manager (Slack) |
| Data breach suspected | Security Team | #security-incidents |
| Financial impact > $10k | Finance + Legal | @finance-oncall |
| Customer communication needed | Support Lead | @support-lead |
🚨 INCIDENT: Payment Service Degradation
Severity: SEV2
Status: Investigating
Impact: ~20% of payment requests failing
Start Time: [TIME]
Incident Commander: [NAME]
Current Actions:
- Investigating root cause
- Scaling up service
- Monitoring dashboards
Updates in #payments-incidents
📊 UPDATE: Payment Service Incident
Status: Mitigating
Impact: Reduced to ~5% failure rate
Duration: 25 minutes
Actions Taken:
- Rolled back deployment v2.3.4 → v2.3.3
- Scaled service from 5 → 10 replicas
Next Steps:
- Continuing to monitor
- Root cause analysis in progress
ETA to Resolution: ~15 minutes
✅ RESOLVED: Payment Service Incident
Duration: 45 minutes
Impact: ~5,000 affected transactions
Root Cause: Memory leak in v2.3.4
Resolution:
- Rolled back to v2.3.3
- Transactions auto-retried successfully
Follow-up:
- Postmortem scheduled for [DATE]
- Bug fix in progress
### Template 2: Database Incident Runbook
```markdown
# Database Incident Runbook
## Quick Reference
| Issue | Command |
|-------|---------|
| Check connections | `SELECT count(*) FROM pg_stat_activity;` |
| Kill query | `SELECT pg_terminate_backend(pid);` |
| Check replication lag | `SELECT extract(epoch from (now() - pg_last_xact_replay_timestamp()));` |
| Check locks | `SELECT * FROM pg_locks WHERE NOT granted;` |
## Connection Pool Exhaustion
```sql
-- Check current connections
SELECT datname, usename, state, count(*)
FROM pg_stat_activity
GROUP BY datname, usename, state
ORDER BY count(*) DESC;
-- Identify long-running connections
SELECT pid, usename, datname, state, query_start, query
FROM pg_stat_activity
WHERE state != 'idle'
ORDER BY query_start;
-- Terminate idle connections
SELECT pg_terminate_backend(pid)
FROM pg_stat_activity
WHERE state = 'idle'
AND query_start < now() - interval '10 minutes';
-- Check lag on replica
SELECT
CASE
WHEN pg_last_wal_receive_lsn() = pg_last_wal_replay_lsn() THEN 0
ELSE extract(epoch from now() - pg_last_xact_replay_timestamp())
END AS lag_seconds;
-- If lag > 60s, consider:
-- 1. Check network between primary/replica
-- 2. Check replica disk I/O
-- 3. Consider failover if unrecoverable
# Check disk usage
df -h /var/lib/postgresql/data
# Find large tables
psql -c "SELECT relname, pg_size_pretty(pg_total_relation_size(relid))
FROM pg_catalog.pg_statio_user_tables
ORDER BY pg_total_relation_size(relid) DESC
LIMIT 10;"
# VACUUM to reclaim space
psql -c "VACUUM FULL large_table;"
# If emergency, delete old data or expand disk
## Best Practices
### Do's
- **Keep runbooks updated** - Review after every incident
- **Test runbooks regularly** - Game days, chaos engineering
- **Include rollback steps** - Always have an escape hatch
- **Document assumptions** - What must be true for steps to work
- **Link to dashboards** - Quick access during stress
### Don'ts
- **Don't assume knowledge** - Write for 3 AM brain
- **Don't skip verification** - Confirm each step worked
- **Don't forget communication** - Keep stakeholders informed
- **Don't work alone** - Escalate early
- **Don't skip postmortems** - Learn from every incident
## Resources
- [Google SRE Book - Incident Management](https://sre.google/sre-book/managing-incidents/)
- [PagerDuty Incident Response](https://response.pagerduty.com/)
- [Atlassian Incident Management](https://www.atlassian.com/incident-management)
Guide developers through setting up development environments with proper tools, dependencies, and configurations
Implement Exa lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Exa integrations, implementing pre-commit hooks, or configuring CI policy checks for Exa best practices. Trigger with phrases like "exa policy", "exa lint", "exa guardrails", "exa be...
Configure CI/CD pipelines for Documenso integrations. Use when setting up automated testing, deployment pipelines, or continuous integration for Documenso projects. Trigger with phrases like "documenso CI", "documenso GitHub Actions", "documenso pipeline", "documenso automated testing".
Build check model availability and implement fallback chains. Use when building resilient systems or handling model outages. Trigger with phrases like 'openrouter availability', 'openrouter fallback', 'openrouter model down', 'openrouter health check'.
Configure Langfuse enterprise organization management and access control. Use when implementing team access controls, configuring organization settings, or setting up role-based permissions for Langfuse projects. Trigger with phrases like "langfuse RBAC", "langfuse teams", "langfuse organization"...
Execute compliance and security auditing for Cursor usage. Triggers on "cursor compliance", "cursor audit", "cursor security review", "cursor soc2", "cursor gdpr". Use when analyzing or auditing cursor compliance audit. Trigger with phrases like "cursor compliance audit", "cursor audit", "cursor".
Configure Apollo.io CI/CD integration. Use when setting up automated testing, continuous integration, or deployment pipelines for Apollo integrations. Trigger with phrases like "apollo ci", "apollo github actions", "apollo pipeline", "apollo ci/cd", "apollo automated tests".
Create robust Python automation with full logging and safety checks. Use when tasks need complex data processing, authenticated API work, conditional file operations, or error handling beyond simple shell commands.
Configure PostHog across development, staging, and production environments. Use when setting up multi-environment deployments, configuring per-environment secrets, or implementing environment-specific PostHog configurations. Trigger with phrases like "posthog environments", "posthog staging", "po...
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling.
Validate insecure deserialization checker operations. Auto-activating skill for Security Fundamentals. Triggers on: insecure deserialization checker, insecure deserialization checker Part of the Security Fundamentals skill category. Use when working with insecure deserialization checker functiona...
Manage path traversal finder operations. Auto-activating skill for Security Fundamentals. Triggers on: path traversal finder, path traversal finder Part of the Security Fundamentals skill category. Use when working with path traversal finder functionality. Trigger with phrases like "path traversa...
Generate, edit, and beat-sync AI video with leading models in one workspace.
The world's fastest calendar for remote work
Transform Your Design with AI Designer by ImgCreator.ai
Revolutionizing Video Production with AI-Powered Creativity
Extend an image past the frame and let AI fill the new aspect ratio.
Discover your celebrity doppelgänger with StarByFace!
ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.
Opus.ai: Revolutionize Your Web Experience