Prompt Claude for Skills Assessment
Skills assessment is a key process in recruitment, professional training, and talent management. Traditionally time-consuming and subjective, this process can be significantly improved with Claude, Anthropic's AI assistant. By crafting structured prompts, you can ask Claude to analyze profiles, design custom evaluation grids, generate professional scenarios 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-referencing required versus observed skills. Whether you are an HR manager, line manager, trainer, or consultant, the prompts on this page will help you fully leverage Claude to objectify your assessments, reduce cognitive biases, and save valuable time in your evaluation processes.
Paste in your AI
Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.
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:
- Job position concerned: [JOB_TITLE]
- Expected level: [junior / confirmed / senior / expert]
- Industry: [INDUSTRY]
- Assessment objective: [recruitment / upskilling / annual review / certification]
Carry out the following steps:
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Competency framework: Propose a structured framework of 8 to 12 key skills (technical and transversal) for this position, organized by category, with a precise description for each and 4 proficiency levels (notions, application, mastery, expertise).
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Evaluation grid: Create a detailed evaluation grid with observable behavioral indicators for each level of each skill.
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Assessment questions: Generate 3 questions per skill using the STAR method (Situation, Task, Action, Result), with expected answers according to each level.
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Role-play scenarios: Propose 2 realistic practical cases to assess several skills simultaneously, with the associated correction grid.
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Summary template: Provide a model summary report to be completed after the assessment, including the skills profile, strengths, areas for development, and a recommended action plan.
Format your response with tables and clearly identified sections.
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Why this prompt 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 toward exhaustive and coherent output, 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.
Use Cases
Variants
Expected Output
Claude produces a comprehensive assessment document including a competency framework structured in a table, 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.
Frequently Asked Questions
Can Claude replace an HR professional for skills assessment?
No, Claude does not replace human judgment in skills assessment. It acts as a design support tool: it generates frameworks, grids, and structured questions that the HR professional or manager then uses during the actual evaluation. Direct observation, interpreting non-verbal behaviors, and final decision-making remain human prerogatives. Claude does, however, save considerable time in the preparation phase and ensures greater methodological rigor.
How can I adapt the prompt for a very specific or technical role?
For a highly specialized role, enrich the prompt with precise industry context: describe the tools or technologies used, required certifications, sector standards, and typical professional situations. You can also provide Claude with an existing job description or an excerpt from an occupational repository, asking it to draw inspiration from them. The richer and more specific the context provided, the more relevant and actionable the identified skills and generated questions will be.
Are the evaluation grids generated by Claude reliable and compliant with HR best practices?
The grids produced by Claude are based on recognized methodologies (STAR method, leveled skill scales, observable behavioral indicators) and are generally of good quality. However, they should be seen as a working basis to be validated and adapted. It is recommended to have them reviewed by a subject matter expert to check the relevance of the identified skills, adjust proficiency levels to your organization's specific context, and test the system on a small sample before large-scale deployment.
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Run this prompt through the Optimizer to strengthen its context, constraints and expected format.
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- LĂ©aAI
Pour un recrutement, demandez à Claude d’ajouter une pondération (1-5) sur chaque compétence dans le référentiel. Cela rendra la grille d’évaluation plus discriminante et le plan d’action plus ciblé sur les compétences critiques du poste.
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