Release Planning

SkillCloud & infra

Define release criteria, deployment environments, and rollback strategies during PRD v0.8 Deployment & Ops. Triggers on requests to plan releases, define deployment criteria, or when user asks "how do we deploy?", "release criteria", "deployment plan", "rollback strategy", "go-live checklist". Outputs DEP- entries with deployment steps and release criteria.

Available today. Use it from your connected AI after setup.

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What this skill tells your AI

The instructions your AI receives, as published by mattgierhart/prd-driven-context-engineering in .claude/skills/prd-v08-release-planning/SKILL.md and read by ahel’s review.

Position in workflow: v0.7 Implementation Loop → v0.8 Release Planning → v0.8 Runbook Creation

Execution Mode

Default is standard. See .claude/rules/08-skill-execution-modes.md for selection logic.

ModeWhat this skill produces
quickStaging→prod only; 3–5 release criteria; one rollback trigger
standardDev/staging/preview/prod environments; full criteria checklist; multiple rollback triggers; post-deploy validation
deepFull environments + IaC review + canary/blue-green strategy + risk-weighted criteria + post-mortem hooks

Consumes

This skill requires prior work from v0.7 Implementation Loop and v0.6-v0.9:

  • EPIC-* completed entries (from v0.7 Implementation Loop) — Finished work packages define what's being released; must have State=Complete, all TEST- passing
  • TEST-* test entries (from v0.7 Test Planning) — All TEST- must pass in staging before release criteria can be met
  • API-* endpoint contracts (referenced in EPIC Context & IDs) — Define SLA and performance baselines for release criteria
  • ENV-* environment specifications (from v0.6 Environment Setup) — Local/CI/CD/production configurations inform DEP- entries for each environment
  • ARC-* architecture decisions (from v0.6 Architecture Design) — System structure (monolith, microservices, deployment topology) drives environment setup
  • TECH-* technology stack (from v0.5 Technical Stack Selection) — Technology choices inform infrastructure requirements and deployment tooling
  • RISK-* high-priority entries (from v0.5 Risk Discovery) — High RISK- must be mitigated or explicitly accepted before release
  • KPI-* metrics (from v0.3 and v0.9) — Target KPI values inform monitoring baselines and rollback thresholds

This skill assumes v0.7 Implementation is complete with all EPIC- entries marked Complete and all TEST- passing.

Produces

This skill creates/updates:

  • DEP-* entries (deployment specifications, environment/criteria/rollback/validation types) — Release readiness checklist with environment configs, go/no-go criteria, rollback triggers and thresholds, post-deploy validation steps
  • Release readiness checklist — Pre-deploy validation matrix showing which DEP- criteria must be met before release proceeds
  • Rollback decision tree — Mapping of DEP- rollback triggers to execution procedures and escalation paths (feeds v0.8 Runbook Creation)

All DEP- entries are operational contracts, not confidence-based. They are:

  • Environment-specific (each environment from staging to production has defined configuration)
  • Verifiable (each criterion has a concrete check or metric threshold)
  • Enforceable (release stops if DEP- criteria not met)
  • Traceable (each DEP- links to EPIC-, TEST-, API-, KPI- that validate it)

Example DEP- entries:

DEP-001: Production Environment Configuration
Type: Environment
Stage: Pre-deploy

Description: AWS production environment setup for application
Name: production
Infrastructure: AWS us-east-1, ECS Fargate, RDS PostgreSQL
Configuration:
  - NODE_ENV=production
  - LOG_LEVEL=info
  - RATE_LIMIT=100/min
  - METRICS_COLLECTION=enabled
Secrets: AWS Secrets Manager, rotated monthly
Access: DevOps team (deploy), On-call (read-only access)

Linked IDs: ARC-001 (monolith structure), TECH-005 (AWS)

---

DEP-002: All Tests Pass in Staging
Type: Criteria
Stage: Pre-deploy

Description: Complete test suite must pass in staging environment before production release
Requirement: All TEST- entries pass with >95% success rate, including smoke tests and E2E tests
Verification: CI/CD pipeline reports green; test report generated and reviewed
Blocker: Yes — Release cannot proceed if this fails
Owner: QA Lead

Linked IDs: TEST-001 to TEST-050 (from EPIC-01 through EPIC-07)

---

DEP-003: Error Rate Rollback Trigger
Type: Rollback
Stage: Post-deploy

Description: Automatic rollback if error rate exceeds baseline post-deployment
Trigger: 5xx error rate exceeds pre-deployment baseline
Threshold: >2% of requests for 5 minutes (currently 0.5% baseline from MON-001)
Procedure:
  1. Alert on-call engineer (PagerDuty)
  2. Pause traffic to new version
  3. Revert to pre-deploy git tag
  4. Investigate root cause
Notification: #incidents Slack, PagerDuty, Engineering Lead

Linked IDs: MON-001 (error rate metric), RUN-002 (rollback procedure), API-001–020 (endpoints affected)

---

DEP-004: Post-Deployment Smoke Tests
Type: Validation
Stage: Post-deploy

Description: Automated smoke tests to verify critical user journeys work post-deployment
Check: All critical UJ- (UJ-000, UJ-001, UJ-005, UJ-010) complete successfully
Method: Automated (tests/e2e/smoke.spec.ts) + manual spot-check
Success Criteria: All journeys complete <2 seconds, no auth failures, data persists
Escalation: If smoke tests fail, execute DEP-003 rollback and investigate

Linked IDs: UJ-000/001/005/010 (critical journeys), TEST-050 (E2E suite)

Core Concept: Release as Contract

A release is not "code that works locally." It is a contract between development and operations—a formal handoff that includes everything needed to deploy, validate, and recover.

Release Components

ComponentPurposeOutput
Deployment EnvironmentWhere code runsDEP- (environment config)
Release CriteriaWhat must be true to deployDEP- (checklist)
Rollback TriggersWhen to revertDEP- (conditions)
Validation StepsHow to verify successDEP- (post-deploy checks)

Execution

  1. Inventory completed EPICs

    • Which EPIC- entries are "Complete"?
    • What API-, DBT-, FEA- are included in this release?
  2. Define deployment environments

    • Staging, Production, Preview
    • Environment-specific configurations
    • Secrets management approach
  3. Establish release criteria

    • All TEST- pass in staging
    • Performance baselines met (from MON-)
    • No critical RISK- blockers
    • Security review complete
  4. Define rollback triggers

    • Error rate thresholds
    • Latency thresholds
    • User-reported critical issues
    • Data integrity concerns
  5. Document validation steps

    • Post-deployment smoke tests
    • Key journey verification (UJ-)
    • Metric baseline confirmation
  6. Create DEP- entries with full traceability

DEP- Output Template

DEP-XXX: [Deployment Item Title]
Type: [Environment | Criteria | Rollback | Validation | Step]
Stage: [Pre-deploy | Deploy | Post-deploy | Rollback]

Description: [What this deployment item covers]

For Environment Type:
  Name: [staging | production | preview]
  Infrastructure: [Cloud provider, region, resources]
  Configuration: [Environment-specific settings]
  Secrets: [How secrets are managed]
  Access: [Who can deploy, who can access]

For Criteria Type:
  Requirement: [What must be true]
  Verification: [How to check this]
  Blocker: [Yes | No] — Does failure block deploy?
  Owner: [Who verifies]

For Rollback Type:
  Trigger: [What condition initiates rollback]
  Threshold: [Specific metric or condition]
  Procedure: [How to execute rollback]
  Notification: [Who to alert]

For Validation Type:
  Check: [What to verify post-deploy]
  Method: [Manual | Automated | Both]
  Success Criteria: [Expected result]
  Escalation: [What if validation fails]

Linked IDs: [EPIC-XXX, API-XXX, TEST-XXX related]

Example DEP- entries:

DEP-001: Production Environment Configuration
Type: Environment
Stage: Pre-deploy

Description: AWS production environment setup for main application

Name: production
Infrastructure: AWS us-east-1, ECS Fargate, RDS PostgreSQL
Configuration:
  - NODE_ENV=production
  - LOG_LEVEL=info
  - RATE_LIMIT=100/min
Secrets: AWS Secrets Manager, rotated monthly
Access: DevOps team (deploy), On-call (read-only)

Linked IDs: ARC-001, TECH-005
DEP-002: All Tests Pass in Staging
Type: Criteria
Stage: Pre-deploy

Description: Complete test suite must pass in staging environment

Requirement: All TEST- entries pass with >95% success rate
Verification: CI/CD pipeline green status, test report review
Blocker: Yes
Owner: QA Lead

Linked IDs: TEST-001 to TEST-050
DEP-003: Error Rate Rollback Trigger
Type: Rollback
Stage: Post-deploy

Description: Automatic rollback if error rate exceeds threshold

Trigger: 5xx error rate exceeds baseline
Threshold: >2% of requests for 5 minutes
Procedure:
  1. Alert on-call engineer
  2. Pause traffic to new version (if canary)
  3. Revert to previous known-good version
  4. Investigate root cause
Notification: #incidents Slack, PagerDuty

Linked IDs: MON-001, RUN-005

Environment Progression

StageEnvironmentPurposeGate
1DevelopmentEngineer testingTests pass locally
2StagingIntegration testingAll TEST- pass
3PreviewStakeholder reviewSign-off from PM
4ProductionLive usersAll DEP- criteria met

Release Criteria Categories

CategoryExamplesPriority
FunctionalTests pass, features workMust-have
PerformanceLatency <200ms, throughput >100rpsMust-have
SecurityNo critical vulns, secrets rotatedMust-have
OperationalRunbooks ready, monitoring activeShould-have
DocumentationRelease notes, API docs updatedShould-have

Rollback Strategy Patterns

PatternWhen to UseComplexity
Blue-GreenNeed instant rollback, can afford 2x infraMedium
CanaryGradual rollout, catch issues earlyHigh
RollingZero-downtime, standard approachLow
Feature FlagsDecouple deploy from releaseMedium

Anti-Patterns

PatternSignalFix
Deploy and prayNo validation steps definedAdd DEP- validation entries
Manual everythingNo automation, error-proneAutomate repeatable steps
No rollback plan"We'll figure it out"Define triggers and procedures upfront
Environment driftStaging doesn't match productionInfrastructure as code, sync configs
Missing criteria"It works on my machine"Formal DEP- criteria checklist
Unclear ownershipNo one knows who approvesAssign owner to each DEP-

Quality Gates

Before proceeding to Runbook Creation:

  • All deployment environments documented (DEP- Environment type)
  • Release criteria defined with clear blockers (DEP- Criteria type)
  • Rollback triggers specified with thresholds (DEP- Rollback type)
  • Post-deploy validation steps defined (DEP- Validation type)
  • Each DEP- entry has an owner
  • Criteria trace back to EPIC-, TEST-, API- IDs

Downstream Connections

ConsumerWhat It UsesExample
Runbook CreationDEP- rollback procedures become runbook inputsDEP-003 → RUN-005
Monitoring SetupDEP- thresholds inform alertingDEP-003 (2% error) → MON-001
v0.9 GTM StrategyRelease readiness gates launchAll DEP- met → GTM-001
EPIC- Future ReleasesDEP- becomes template for next releaseDEP-001 reused

Detailed References

  • Environment configuration examples: See references/environment-examples.md
  • DEP- entry template: See assets/dep-template.md
  • Rollback procedure guide: See references/rollback-guide.md

Signals

GitHub stars
182
Forks
10
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
prd-v08-release-planning
Source
github.com/mattgierhart/prd-driven-context-engineering