A specialized AI agent skill designed to bridge the gap between job analysis data and practical HR decision-making frameworks.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install job-analysis-design
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 job-analysis-design 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 Job Analysis HR Application & Design?
The Job Analysis HR Application & Design skill is a technical pedagogical tool for AI agents. It transforms raw job analysis data into four critical HR pillars: Job Descriptions, Performance Management, Job Evaluation for Compensation, and Job Design. By leveraging specialized Openclaw Skills, this agent provides deep dives into HR scholarship, ensuring that every task, KSAO, and descriptor is aligned with organizational goals and legal standards like the ADA and FLSA.
This skill operates on a progressive disclosure principle, ensuring users are not overwhelmed by complex HR theories. It focuses on the functional link between how a job is analyzed and how that data serves specific HR purposes, such as identifying compensable factors or creating behaviorally anchored rating scales.
Job Analysis HR Application & Design Use Cases
- Developing or auditing descriptive versus prescriptive job descriptions for organizational compliance.
- Creating behaviorally anchored rating scales (BARS) or behavior observation scales (BOS) for performance appraisal.
- Calculating job worth using the point-factor method or compensable factors for equitable compensation strategies.
- Redesigning workflows and task allocations between human workers and automated systems or machines.
- Reviewing job designs for ADA compliance, focusing on essential functions and reasonable accommodations.
How Job Analysis HR Application & Design Works
- The agent identifies the specific HR purpose (e.g., job description vs. evaluation) to determine the necessary information grain and relevant Openclaw Skills modules.
- It implements a progressive disclosure model, providing a core skeleton of the concept before diving into technical details.
- It retrieves specific context from reference materials like c7.pdf and specialized Markdown files based on the user's inquiry.
- The agent applies Socratic teaching methods, prompting users to identify the "why" behind an HR decision before selecting descriptors or methods.
- It anchors explanations using textbook-standard examples, such as sales manager roles or Volvo assembly crews, to ensure theoretical accuracy.
Job Analysis HR Application & Design Setup
To integrate this skill into your environment, ensure your agent has access to the reference directory containing the necessary documentation.
# Initialize the skill within your agent framework
openclaw install job-analysis-design
# Verify reference documentation structure
ls ./references/overview.md ./references/examples.md
Job Analysis HR Application & Design Data Schema & Taxonomy
The skill organizes HR data into a structured taxonomy based on the four primary applications of job analysis:
| Application Area | Data Organized | Metadata Taxonomy |
|---|---|---|
| Job Description | Identifiers, Summary, Tasks | FLSA Status, Contextual KSAOs |
| Performance Management | Behavioral Observations (BOS/BARS) | CIT Metrics, Coaching Logic |
| Job Evaluation | Compensable Factors, Point-Factors | Relative Job Worth, Equity Data |
| Job Design | Task Clusters, Dependency Maps | Human-Machine Allocation, Redesign Steps |
Job Analysis HR Application & Design Advanced Features
- Context-Aware Progressive Disclosure: Masks irrelevant HR modules (e.g., compensation details) when the user is focused purely on job descriptions.
- Legal Logic Alignment: Connects job analysis evidence to FLSA, Equal Pay Act, and ADA frameworks without providing unauthorized legal conclusions.
- Socratic Interaction Mode: Challenges users to map specific job analysis methods (like CIT or FJA) to their ultimate HR outcomes.
- Multi-Skill Integration: Designed to hand off foundational queries to intro-level Openclaw Skills while focusing exclusively on high-level HR applications.
SKILL.md
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