Claude Prompt for Evaluating Skills

Skills assessment is a key process in recruitment, professional training, and talent management. Traditionally time-consuming and subjective, this approach can be significantly improved with Claude, Anthropic's AI assistant. By formulating structured prompts, you can ask Claude to analyze profiles, design customized assessment grids, generate professional situational exercises tailored to each job, and produce detailed reports on a candidate's or employee's strengths and areas for improvement. Claude particularly excels at creating competency frameworks aligned with industry standards, developing targeted behavioral interview questions, and cross-analyzing required versus observed competencies. Whether you are an HR manager, manager, trainer, or consultant, the prompts presented on this page will allow you to fully leverage Claude to objectify your assessments, reduce cognitive biases, and save valuable time in your assessment processes.

The prompt

Claude

You are an expert in professional skills assessment with 15 years of experience in human resources and instructional engineering. I want to assess the skills of a professional.

Context:

Position or occupation concerned: [JOB_TITLE]
Expected level: [junior / confirmed / senior / expert]
Field of activity: [SECTOR]
Assessment objective: [recruitment / skill development / annual review / certification]

Carry out the following steps:

Competency framework: Propose a structured framework of 8 to 12 key skills (technical and cross-functional) for this position, organized by category, with for each a precise description and 4 proficiency levels (awareness, application, mastery, expertise).
Assessment grid: Create a detailed assessment grid with observable behavioral indicators for each level of each competency.
Assessment questions: Generate 3 questions per skill using the STAR method (Situation, Task, Action, Result), with expected answers for each level.
Situational exercise: Propose 2 realistic practical cases allowing simultaneous assessment of several skills, with the associated correction grid.
Synthesis model: Provide a template for a summary report to be completed after the assessment, including the competency profile, strengths, areas for development, and a recommended action plan.

Format your response with tables and clearly identified sections.

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Why it works

This prompt leverages the expert role assigned to Claude to activate specialized knowledge in HR and assessment. The 5-step sequential structure guides the model towards exhaustive and coherent production, while the variables in brackets allow fine-tuning of the context. The use of the STAR method and proficiency levels anchors the response in recognized methodological frameworks, maximizing the relevance and usability of the result.

Expected result

Claude produces a comprehensive assessment document including a structured competency framework in table format, a grid with observable indicators, STAR questions with expected answers by level, corrected practical cases, and a summary report template. The deliverable is directly usable by an HR professional or manager to conduct a rigorous and objective assessment.

Variants by level

FAQ

Can Claude replace an HR professional for evaluating skills?

No, Claude does not replace human judgment in skills assessment. It acts as a design aid: it generates frameworks, grids, and structured questions that the HR professional or manager then uses during the actual assessment. Direct observation, interpretation of non-verbal behavior, and final decision-making remain human prerogatives. However, Claude allows significant time savings in the preparation phase and ensures greater methodological rigor.

How to adapt the prompt to a very specific or technical job?

For a highly specialized job, enrich the prompt with precise sector context: describe the tools or technologies used, required certifications, industry standards, and typical work situations. You can also provide Claude with an existing job description or an excerpt from a professional competency framework, asking it to draw inspiration from them. The richer and more specific the context provided, the more relevant and usable the identified skills and generated questions will be.

Are the assessment grids generated by Claude reliable and compliant with HR best practices?

The grids produced by Claude are based on recognized methodologies (STAR method, competency scales with levels, observable behavioral indicators) and are generally of good quality. However, they should be considered as a working basis to be validated and adapted. It is recommended to have them reviewed by a subject-matter expert to verify the relevance of the identified skills, adjust the mastery levels to the specific context of your organization, and test the system on a small sample before large-scale deployment.

How to use this prompt

Copy the prompt with the button above.
Paste it into ChatGPT, Claude or your favorite AI assistant.
Replace the bracketed variables with your details, then refine the result.

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