Blueprint Skill Creator

SkillCloud & infra

Creates blueprint-driven skills for infrastructure and deployment tasks. This skill should be used when creating new skills that require templates, patterns, or reference configurations (e.g., Dockerfiles, Helm charts, Kubernetes manifests, CI/CD pipelines). It enforces impact analysis before containerization, identifies environment requirements, network topology changes, and auth/CORS implications. Use this skill when building deployment-related skills or when containerizing applications.

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

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Blueprint Skill Creator skill

What this skill tells your AI

The instructions your AI receives, as published by mjunaidca/mjs-agent-skills in docs/taskflow-vault/skills/engineering/blueprint-skill-creator/SKILL.md and read by ahel’s review.

Overview

This skill creates infrastructure skills that bundle blueprints (reusable templates and patterns) with impact analysis (understanding what changes when containerizing/deploying). It ensures deployment skills don't just generate configs—they understand and document the full impact.

Core Principle: Impact-Aware Blueprints

Traditional approach (fragile):

Request: "Create a Dockerfile"
Result: Generic Dockerfile that breaks in production

Blueprint-driven approach (robust):

Request: "Create a Dockerfile"
Process:
1. Analyze project for containerization requirements
2. Identify environment variables (build-time vs runtime)
3. Map localhost references → Docker service names
4. Check auth/CORS origins for container network
5. Generate Dockerfile with documented gotchas
6. Create docker-compose with proper networking

Workflow: Creating Blueprint-Driven Skills

Step 1: Define the Skill's Domain

Identify what infrastructure domain the skill covers:

DomainExamplesKey Concerns
ContainerizationDockerfiles, docker-composeEnv vars, networking, multi-stage builds
OrchestrationHelm, Kubernetes manifestsService discovery, secrets, resource limits
CI/CDGitHub Actions, pipelinesBuild vs deploy stages, secrets injection
Event SystemsKafka, DaprTopics, schemas, authentication

Step 2: Conduct Impact Analysis

Before creating any blueprint, analyze the target project:

2.1 Environment Analysis
Scan for:
├── .env files → What variables exist?
├── process.env / os.environ usage → What's expected at runtime?
├── Build-time variables → NEXT_PUBLIC_*, ARG in Dockerfiles
└── Sensitive values → API keys, secrets, connection strings
2.2 Network Topology Analysis
Identify:
├── localhost references → Must become service names
├── Port bindings → What ports are exposed?
├── Service dependencies → What talks to what?
└── External services → Databases, APIs, auth providers
2.3 Auth/CORS Impact Analysis

Critical for SSO/Better Auth:

Check auth configuration for:
├── Allowed origins → Must include Docker service names
├── Callback URLs → localhost:3000 → web:3000
├── API URLs → localhost:8000 → api:8000
└── NODE_ENV behavior → Some features disabled in production

Common gotcha:

// better-auth config - WILL BREAK in Docker if not updated
trustedOrigins: [
  "http://localhost:3000",     // Works locally
  // MISSING: "http://web:3000"  // Needed for Docker
  // MISSING: "http://frontend:3000"  // Needed for K8s
]

Step 3: Create Skill Structure

Initialize using skill-creator:

python3 .claude/skills/engineering/skill-creator/scripts/init_skill.py \
  <skill-name> --path .claude/skills/engineering/

Organize with blueprints:

.claude/skills/engineering/<skill-name>/
├── SKILL.md                    # Instructions + impact analysis guidance
├── references/                 # Blueprint documentation
│   ├── patterns.md             # Common patterns and when to use them
│   ├── impact-checklist.md     # What to check before containerizing
│   └── gotchas.md              # Known issues and solutions
└── assets/                     # Template files
    ├── Dockerfile.template     # Base template
    ├── docker-compose.template # Compose template
    └── .env.example            # Environment template

Step 4: Write Blueprint References

Each reference file should include:

Pattern documentation (references/patterns.md):

# Pattern: Multi-Stage Build

## When to Use
- Production deployments
- When image size matters
- When build dependencies differ from runtime

## Template
[Include actual template code]

## Variables to Replace
- `{{BASE_IMAGE}}` - Base image (e.g., python:3.13-slim)
- `{{APP_MODULE}}` - Entry point (e.g., main:app)
- `{{PORT}}` - Exposed port

## Impact Notes
- Build-time ARGs are baked in - cannot change at runtime
- Use ENV for runtime configuration

Impact checklist (references/impact-checklist.md):

# Pre-Containerization Checklist

## Environment Variables
- [ ] List all env vars used in application
- [ ] Categorize: build-time vs runtime
- [ ] Identify secrets (should use K8s secrets, not ENV)

## Network Changes
- [ ] Find all localhost references
- [ ] Map to Docker service names
- [ ] Update CORS/auth origins

## Auth/SSO Specific
- [ ] Check trustedOrigins includes Docker service names
- [ ] Verify callback URLs work with container networking
- [ ] Test NODE_ENV=production behavior

## Dependencies
- [ ] Identify service startup order
- [ ] Configure health checks
- [ ] Set up proper wait conditions

Step 5: Include Asset Templates

Asset templates should be parameterized and documented:

Dockerfile.template:

# ===== IMPACT NOTES =====
# This template requires:
# - ENV: {{ENV_VARS_LIST}}
# - Network: Service name "{{SERVICE_NAME}}" on port {{PORT}}
# - Auth: Ensure CORS includes http://{{SERVICE_NAME}}:{{PORT}}
# ========================

FROM {{BASE_IMAGE}} AS builder
# ... template content

docker-compose.template:

# ===== NETWORK TOPOLOGY =====
# Services communicate via Docker network using service names:
# - web → api: http://api:8000
# - api → db: postgres://db:5432
# - web → sso: http://sso:3001
# ============================

services:
  {{SERVICE_NAME}}:
    build:
      context: {{CONTEXT_PATH}}
      args:
        - NODE_ENV={{NODE_ENV}}
    environment:
      # Runtime configuration
      - DATABASE_URL=${DATABASE_URL}
      - API_URL=http://api:8000  # Docker service name, not localhost!

Creating Specific Blueprint Skills

Example: Docker Blueprint Skill

When creating a Docker blueprint skill, include:

SKILL.md sections:

  1. Impact analysis workflow
  2. Environment variable handling
  3. Multi-stage build patterns
  4. Network configuration for Docker Compose
  5. Auth/CORS gotchas

References:

  • references/fastapi-patterns.md - FastAPI-specific patterns
  • references/nextjs-patterns.md - Next.js-specific patterns
  • references/auth-impact.md - Better Auth/SSO considerations

Assets:

  • assets/Dockerfile.fastapi - FastAPI template
  • assets/Dockerfile.nextjs - Next.js template
  • assets/docker-compose.base.yml - Base compose file

Example: Helm Blueprint Skill

When creating a Helm blueprint skill, include:

SKILL.md sections:

  1. Chart structure requirements
  2. Values.yaml patterns
  3. Secret management (External Secrets Operator)
  4. Service discovery in Kubernetes
  5. Resource limits by environment

References:

  • references/chart-structure.md - Helm chart anatomy
  • references/security-context.md - Pod security patterns
  • references/networking.md - Service/Ingress patterns

Assets:

  • assets/base-chart/ - Complete Helm chart template
  • assets/values-dev.yaml - Development values
  • assets/values-prod.yaml - Production values

Validation Checklist

Before finalizing a blueprint skill, verify:

  • SKILL.md includes impact analysis workflow
  • References document all patterns with "when to use"
  • Assets are parameterized with clear variable markers
  • Gotchas and common failures are documented
  • Network topology is explicitly documented
  • Auth/CORS implications are addressed
  • Environment variables are categorized (build vs runtime)
  • Service dependencies and startup order documented

Anti-Patterns to Avoid

Don't create blueprints that:

  • Hardcode localhost URLs
  • Bake secrets into images
  • Ignore NODE_ENV behavior differences
  • Skip health checks
  • Assume single-container deployment
  • Forget about CORS/auth origins

Do create blueprints that:

  • Use environment variables for all URLs
  • Reference secrets from external stores
  • Document production vs development differences
  • Include comprehensive health checks
  • Support both Docker Compose and Kubernetes
  • Explicitly list required CORS origin updates

Resources

references/

Contains pattern documentation and impact checklists that inform blueprint creation.

assets/

Contains template files that serve as starting points for generated configurations.

scripts/

Contains validation scripts for checking blueprint completeness.

Signals

GitHub stars
28
Forks
12
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
blueprint-skill-creator
Source
github.com/mjunaidca/mjs-agent-skills