anthropics/knowledge-work-plugins

interview-prep

Create structured interview plans with competency-based questions and scorecards.

View source
Original skill document

Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.

Interview Prep

Create structured interview plans to evaluate candidates consistently and fairly.

Interview Design Principles

  1. Structured: Same questions for all candidates in the role
  2. Competency-based: Map questions to specific skills and behaviors
  3. Evidence-based: Use behavioral and situational questions
  4. Diverse panel: Multiple perspectives reduce bias
  5. Scored: Use rubrics, not gut feelings

Interview Plan Components

Role Competencies

Define 4-6 key competencies for the role (e.g., technical skills, communication, leadership, problem-solving).

Question Bank

For each competency, provide:

  • 2-3 behavioral questions ("Tell me about a time...")
  • 1-2 situational questions ("How would you handle...")
  • Follow-up probes

Scorecard

Rate each competency on a consistent scale (1-4) with clear descriptions of what each level looks like.

Debrief Template

Structured format for interviewers to share findings and make a decision.

Output

Produce a complete interview kit: panel assignment (who interviews for what), question bank by competency, scoring rubric, and debrief template.

from this repository

More skills

All skills
anthropics
Official

data-visualization

Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.

installs
2
GitHub stars
29.1K
Updated
Oct 11
anthropics
Official

statistical-analysis

Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. Use when analyzing distributions, testing for significance, detecting anomalies, computing correlations, or interpreting statistical results.

installs
1
GitHub stars
29.1K
Updated
Oct 11
anthropics
Official

product-brainstorming

Brainstorm product ideas, explore problem spaces, and challenge assumptions as a thinking partner. Use when exploring a new opportunity, generating solutions to a product problem, stress-testing an idea, or when a PM needs to think out loud with a sharp sparring partner before converging on a direction.

installs
5
GitHub stars
28.6K
Updated
Oct 10
anthropics
Official

draft-outreach

Draft a personalized outreach email or multi-touch sequence to a prospect, create it as an email draft for review, and add the contact to a sequence in your sales engagement tool when asked. Use when the user asks to "draft outreach to [person/company]", "write a cold email to [prospect]", "re-engage [prospect]", "draft a 3-touch sequence", or "reach out to [person]".

installs
4
GitHub stars
28.6K
Updated
Oct 10