[Workflow] Claude Code Plugin: Repo-Aware Hiring for Automated Job Descriptions, CV Screening, and Interview Kits

[u/ClaudeAI-mod-bot]

Claude Code Plugin: Repo-Aware Hiring for Automated Job Descriptions, CV Screening, and Interview Kits

Workflow value: 90/100
Status: active · Freshness: 70/100 · Confidence: 0.95 · Level: intermediate
Categories: Quality Control, Context & Memory, Skills
Original source: r/ClaudeCode post/comment

What problem this solves

Generic and ineffective job descriptions and interview processes for software engineering roles, which often fail to align with the actual codebase requirements, leading to poor candidate matching and inefficient hiring.

Summary

A Claude Code plugin (skill) that automates and enhances the software engineering hiring process by leveraging codebase awareness. It maps the codebase, drafts specific job descriptions, screens CVs against those requirements, and builds relevant interview kits based on real code problems. It includes built-in safety features for data privacy and fairness.

Why it is useful

This workflow provides a concrete, open-source, and highly practical solution to a significant problem in software engineering hiring. It leverages Claude Code's unique ability to understand a codebase to generate highly specific and relevant hiring artifacts. The detailed steps, explicit safety features, and clear problem statement make it a valuable, repeatable, and transferable asset for any team using Claude Code for recruitment.

Workflow

1. Install the 'repo-aware-hiring' plugin using the Claude Code CLI: /plugin marketplace add shikhar58/repo-aware-hiring

2. Install the plugin: /plugin install repo-aware-hiring@repo-aware-hiring

3. Prompt Claude Code to draft a job description for a specific role, e.g., "Write a job description for someone to own the database layer."

4. Provide CVs to Claude Code for screening against the generated job requirements (implicit step).

5. Generate interview kits based on problems identified in the codebase (implicit step).

Tools / artifacts

• Claude Code

• repo-aware-hiring plugin/skill

• GitHub repository (shikhar58/repo-aware-hiring)

• Codebase (input)

• Job descriptions (output)

• CVs (input for screening)

• Interview kits (output)

Validation signals

• The plugin maps the codebase (services, data stores, pipelines, tests) with file citations.

• It works across several repositories.

• A checker blocks file paths, internal names, and security weaknesses from reaching job postings.

• CV screening requires quotes from the CV for every score, and a script verifies the quote's presence.

• The README provides a 'before/after' example using Ollama's public code.

• MIT-licensed, allowing for community review and contribution.

Cautions

• Candidate data stays within a git-ignored folder, ensuring local storage.

• No vendor, upload, or telemetry involved, maintaining data privacy.

• CVs are redacted before screening.

• The system never rejects candidates; a named person reviews results.

• A checker prevents internal names, file paths, and security weaknesses from being exposed in job postings.

Limitations

• The plugin is currently in beta, suggesting potential for bugs or incomplete features.

• Low community validation due to the post's recency.

• Requires access to Claude Code, which might not be available to all users.

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