A comprehensive diagnostic tool for evaluating codebase adherence to the 12-Factor App methodology for modern SaaS development.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install 12-factor-apps-analysis
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install 12-factor-apps-analysis using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is 12-Factor App Compliance Analysis?
The 12-Factor App Compliance Analysis skill is a specialized diagnostic framework designed to evaluate software projects against the industry-standard 12-Factor methodology. By leveraging this tool within Openclaw Skills, developers and architects can systematically audit their applications for cloud-native maturity, identifying specific areas where the architecture may fail to meet standards for scalability, portability, and resilience. This skill automates the discovery of patterns related to dependency management, environment configuration, and process statelessness.
Using this skill ensures that your application is built for the modern cloud era, following principles that facilitate continuous deployment and minimize divergence between development and production environments. It transforms the often subjective task of architectural review into a structured, evidence-based process that yields actionable technical debt reduction strategies.
12-Factor App Compliance Analysis Use Cases
- Assessing legacy applications for cloud migration readiness.
- Auditing new SaaS projects to ensure architectural best practices from day one.
- Identifying security risks associated with hardcoded configurations or improper dependency isolation.
- Evaluating the scalability of a codebase before high-growth phases.
- Preparing technical documentation for architectural reviews or stakeholder reporting.
How 12-Factor App Compliance Analysis Works
- The skill initializes by targeting a specific directory or the current working directory of the codebase.
- It references the 12-factor-apps knowledge base to retrieve specific grep search patterns for each of the twelve factors.
- Systematic searches are executed across the codebase to locate evidence of compliance or non-compliance.
- Findings are categorized by factor and assigned a compliance status: Strong, Partial, or Weak.
- The skill generates a comprehensive report including file-and-line evidence, gap analysis, and a prioritized list of architectural recommendations.
12-Factor App Compliance Analysis Setup
To use the 12-Factor App analysis tool with Openclaw Skills, ensure the skill is active in your agent environment. No complex external dependencies are required beyond the core Openclaw environment.
# Trigger the analysis on the current directory
openclaw run 12-factor-apps-analysis .
Ensure that the 12-factor-apps reference skill is available to provide the necessary search patterns.
12-Factor App Compliance Analysis Data Schema & Taxonomy
The skill generates a structured report focusing on the following data points:
| Data Point | Description |
|---|---|
| Factor Status | A classification of Strong, Partial, or Weak for each of the 12 factors. |
| Evidence | Specific file paths and line numbers where compliance or gaps were identified. |
| Gap Analysis | A narrative description of what the codebase lacks compared to the 12-Factor ideal. |
| Recommendations | A prioritized list (High, Medium, Low) of actionable tasks to improve compliance. |
12-Factor App Compliance Analysis Advanced Features
- Multi-factor systematic grep searching using pre-defined architectural patterns.
- Automated evidence gathering with exact file and line references for auditability.
- Hierarchical priority mapping to help teams tackle the most critical architectural flaws first.
- Support for custom analysis scopes to focus on specific architectural pillars.
- Integration with existing Openclaw Skills workflows for continuous architectural monitoring.
SKILL.md
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