Agent skill

Prd V08 Release Planning

by mattgierhart in mattgierhart/PRD-driven-context-engineering

Define release criteria, deployment environments, and rollback strategies during PRD v0.8 Deployment & Ops.

MITAuto-check: notesProduct & Project Management

Install Prd V08 Release Planning

skills CLI
$ npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-release-planning -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mattgierhart/PRD-driven-context-engineering prd-v08-release-planning --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mattgierhart/PRD-driven-context-engineering.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/prd-v08-release-planning .claude/skills/prd-v08-release-planning && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
prd-v08-release-planning
GitHub stars
180
Token cost
~3.1k tokens
SKILL.md length
796 words
Files
5 (incl. references, assets)
Skills in repo
45
Repo updated
First seen
Licence
MIT

At a glance

Define release criteria, deployment environments, and rollback strategies during PRD v0.8 Deployment & Ops.

  • Works in 6 steps: Inventory completed EPICs → Define deployment environments → Establish release criteria → …
  • Requests to plan releases
  • SKILL.md covers Execution Mode, Consumes, Produces and Core Concept: Release as…, plus 10 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Prd V08 Release Planning is an agent skill from mattgierhart/PRD-driven-context-engineering. 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.

Its SKILL.md is about 3.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files and assets (for example `assets/dep-template.md`, `references/deployment-strategies.md` and `references/examples.md`).

It sits in Product & Project Management, covering PRD writing, Product roadmapping and Deployment. The repository describes itself as: PRD-Led Context Engineering — Memory as Infrastructure. An ontology layer for product teams building products that solve real problems — with AI agents that remember. Gated PRD… The licence is MIT.

When your agent uses it

  • Requests to plan releases
  • Define deployment criteria
  • User asks how do we deploy?
  • Release criteria

Example prompts

  • “how do we deploy?”
  • “release criteria”
  • “deployment plan”
  • “/prd-v08-release-planning”

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, Edit, Glob, Grep, Bash

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Inventory completed EPICs
  2. Define deployment environments
  3. Establish release criteria
  4. Define rollback triggers
  5. Document validation steps
  6. Create DEP- entries with full traceability

What it can do on your machine

Read from SKILL.md and the folder at commit 30ed1b0. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Glob
    • Grep
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Prd V08 Release Planning loads about 3.1k tokens when it runs, and up to ~16k if it reads all its reference files. Until then it costs about 96 tokens; SKILL.md has 796 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~96
When it runs · the whole SKILL.md, loaded when a task matches
~3.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~16k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Edit, Glob, Grep, Bash

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from mattgierhart/PRD-driven-context-engineering at commit 30ed1b0, republished under its MIT licence (© mattgierhart). 796 words, ~3,065 tokens.

Download SKILL.mdSave it as .claude/skills/prd-v08-release-planning/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
prd-v08-release-planning
description
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.
allowed-tools
Read, Write, Edit, Glob, Grep, Bash
context
fork
execution_modes.default
standard
execution_modes.supports
quick, standard, deep

Release Planning

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:

markdown
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

Show full SKILL.md (302 more words)Show less

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

© mattgierhart, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (references, assets) in .claude/skills/prd-v08-release-planning of mattgierhart/PRD-driven-context-engineering.

  • SKILL.md
  • assets/dep-template.md
  • references/deployment-strategies.md
  • references/examples.md
  • references/rollback-procedures.md

Open the folder on GitHubat commit 30ed1b0

Compare with similar skills

Prd V08 Release Planning next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Prd V08 Release Planning compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Prd V08 Release Planning this skillmattgierhart/PRD-driven-context-engineering180—~3.1kAutomated safety check: NotesMIT
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Build MvpBuildGreatProducts/builder-os228—~1.2kAutomated safety check: NotesMIT
Memstack Product Mvp Scopercwinvestments/memstack423—~2.4kAutomated safety check: PassProprietary
Sveltekit WebappLeoYeAI/openclaw-master-skills2.2k—~5.2kAutomated safety check: NotesMIT
Write A Specinkeep/open-knowledge4.5k—~4.9kAutomated safety check: PassGPL-3.0

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Questions about Prd V08 Release Planning

What does Prd V08 Release Planning do?

Define release criteria, deployment environments, and rollback strategies during PRD v0.8 Deployment & Ops. Prd V08 Release Planning is an agent skill from mattgierhart/PRD-driven-context-engineering.8 Deployment & Ops.

When should I use Prd V08 Release Planning?

Prd V08 Release Planning fits situations like: requests to plan releases; define deployment criteria; user asks how do we deploy?; release criteria.

How do I install Prd V08 Release Planning in Claude Code?

Run `npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-release-planning -a claude-code`. Or copy the skill folder (.claude/skills/prd-v08-release-planning in mattgierhart/PRD-driven-context-engineering) into .claude/skills/prd-v08-release-planning in your project. Claude Code loads it when a task matches its description.

How do I install Prd V08 Release Planning in Codex?

Run `npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-release-planning -a codex`. Or copy the skill folder (.claude/skills/prd-v08-release-planning in mattgierhart/PRD-driven-context-engineering) into .agents/skills/prd-v08-release-planning in your project. Codex loads it when a task matches its description.

Can I use Prd V08 Release Planning in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mattgierhart/PRD-driven-context-engineering --skill prd-v08-release-planning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prd-v08-release-planning, .gemini/skills/prd-v08-release-planning, .github/skills/prd-v08-release-planning and .opencode/skills/prd-v08-release-planning in your project.

What does Prd V08 Release Planning need to run?

SKILL.md names no scripts, command-line tools or credentials: Prd V08 Release Planning is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep, Bash.

Does Prd V08 Release Planning access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Prd V08 Release Planning safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Prd V08 Release Planning use?

Prd V08 Release Planning is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Prd V08 Release Planning use?

About 3.1k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 13k tokens, read only when the agent opens those files.

What are the alternatives to Prd V08 Release Planning?

Skills that share tags, products or a category with Prd V08 Release Planning: Product Planner (BuildGreatProducts/builder-os, 228 stars), Build Mvp (BuildGreatProducts/builder-os, 228 stars), Memstack Product Mvp Scoper (cwinvestments/memstack, 423 stars) and Sveltekit Webapp (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Prd V08 Release Planning?

mattgierhart (a GitHub user) maintains it in mattgierhart/PRD-driven-context-engineering, which has 180 GitHub stars. The repository holds 45 skills in this directory. The repository was last updated on August 31, 2026.

Source: mattgierhart/PRD-driven-context-engineering on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.