003-skills/.claude/skills/nixtla-plugin-scaffolder/SKILL.md
Generate production-ready plugin structures from PRD documents with enterprise-compliant files. Use when scaffolding new plugins, converting PRDs to plugin skeletons, or initializing plugin projects. Trigger with 'scaffold plugin', 'create plugin from PRD', or 'initialize plugin structure'.
npx skillsauth add intent-solutions-io/plugins-nixtla nixtla-plugin-scaffolderInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Rapidly scaffold production-ready Claude Code plugin structures from PRD documents, generating all required files with enterprise compliance standards.
This skill transforms PRD documents into complete plugin scaffolds:
Required:
000-docs/000a-planned-plugins/*/02-PRD.md formatOptional:
jq: For JSON validation (install via apt install jq or brew install jq)Locate the PRD document for the plugin to scaffold:
ls 000-docs/000a-planned-plugins/*/02-PRD.md
Execute the scaffolding script with the PRD path:
python {baseDir}/scripts/scaffold_plugin.py \
--prd 000-docs/000a-planned-plugins/implemented/nixtla-roi-calculator/02-PRD.md \
--output 005-plugins/nixtla-roi-calculator
The script creates a complete plugin structure:
005-plugins/nixtla-roi-calculator/
├── plugin.json # Plugin metadata and configuration
├── README.md # Plugin documentation
├── .claude/
│ ├── skills/
│ │ └── nixtla-roi-calculator/
│ │ └── SKILL.md # Main skill definition
│ ├── commands/ # Slash commands
│ └── agents/ # Custom agents
├── scripts/
│ └── roi_mcp_server.py # MCP server implementation
└── tests/
└── test_roi_calculator.py # Test suite
Edit the generated files to match specific requirements:
Run the plugin validator to ensure compliance:
python 004-scripts/validate_skills_v2.py --verbose
Error: PRD file not found
Solution: Verify PRD path, check 000-docs/000a-planned-plugins/ directory
Error: Output directory already exists
Solution: Use --force flag to overwrite or choose different output path
Error: Invalid PRD format
Solution: Ensure PRD has required sections (Overview, Functional Requirements, MCP Server Tools)
Error: Permission denied creating directory
Solution: Check write permissions on target directory
Error: Missing plugin name in PRD
Solution: PRD must specify plugin name in header (e.g., **Plugin:** nixtla-roi-calculator)
python {baseDir}/scripts/scaffold_plugin.py \
--prd 000-docs/000a-planned-plugins/implemented/nixtla-roi-calculator/02-PRD.md \
--output 005-plugins/nixtla-roi-calculator \
--author "Jeremy Longshore <[email protected]>" \
--license MIT
Generated plugin.json:
{
"name": "nixtla-roi-calculator",
"version": "0.1.0",
"description": "Enterprise ROI calculator for TimeGPT vs. build-in-house analysis",
"author": { "name": "Jeremy Longshore", "email": "[email protected]" },
"license": "MIT",
"mcpServers": {
"nixtla-roi-calculator": {
"command": "python",
"args": ["scripts/nixtla_roi_calculator_mcp_server.py"]
}
}
}
for prd in 000-docs/000a-planned-plugins/*/02-PRD.md; do
plugin_name=$(basename $(dirname "$prd"))
python {baseDir}/scripts/scaffold_plugin.py \
--prd "$prd" \
--output "005-plugins/$plugin_name"
done
python {baseDir}/scripts/scaffold_plugin.py \
--prd 000-docs/000a-planned-plugins/implemented/nixtla-forecast-explainer/02-PRD.md \
--output 005-plugins/nixtla-forecast-explainer \
--template {baseDir}/assets/templates/plugin_custom.json
000-docs/6767-e-OD-REF-enterprise-plugin-readme-standard.md004-scripts/validate_skills_v2.pyRelated Skills:
nixtla-prd-to-code: Transform PRD into implementation tasksnixtla-demo-generator: Generate Jupyter notebook demosnixtla-test-generator: Create comprehensive test suitesScripts:
{baseDir}/scripts/scaffold_plugin.py: Main scaffolding script{baseDir}/assets/templates/plugin.json: Plugin metadata template{baseDir}/assets/templates/skill_template.md: SKILL.md templatetools
This skill assists with managing database sharding strategies. It is activated when the user needs to implement horizontal database sharding to scale beyond single-server limitations. The skill supports designing sharding strategies, distributing data across multiple database instances, and implementing consistent hashing, automatic rebalancing, and cross-shard query coordination. Use this skill when the user mentions "database sharding", "sharding implementation", "scale database", or "horizontal partitioning". The plugin helps design and implement sharding for high-scale applications.
tools
This skill enables Claude to perform comprehensive database security scans using the database-security-scanner plugin. It is triggered when the user requests a security assessment of a database, including identifying vulnerabilities like weak passwords, SQL injection risks, and insecure configurations. The skill leverages OWASP guidelines to ensure thorough coverage and provides remediation suggestions. Use this skill when the user asks to "scan database security", "check database for vulnerabilities", "perform OWASP compliance check on database", or "assess database security posture". The plugin supports PostgreSQL and MySQL.
testing
This skill enables Claude to design and visualize database schemas. It leverages normalization guidance (1NF through BCNF), relationship mapping, and ERD generation to create efficient and well-structured databases. Use this skill when the user requests to "design a database schema", "create a database model", "generate an ERD", "normalize a database", or needs help with "database design best practices". The skill is triggered by terms like "database schema", "ERD diagram", "database normalization", and "relational database design".
tools
This skill enables Claude to manage database replication, failover, and high availability configurations using the database-replication-manager plugin. It is designed to assist with tasks such as setting up master-slave replication, configuring automatic failover, monitoring replication lag, and implementing read scaling. Use this skill when the user requests help with "database replication", "failover configuration", "high availability", "replication lag", or "read scaling" for databases like PostgreSQL or MySQL. The plugin facilitates both physical and logical replication strategies.