job-eval
CommunityBatch-evaluate job offers in parallel with retries.
Marketing & Sales#retry logic#batch processing#resume pipeline#parallel workers#notion tracker#job evaluation
Authorkhetansarvesh
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill solves the problem of manually evaluating many job offers one by one, which is slow and hard to resume when interrupted.
Core Features & Use Cases
- Parallel batch evaluation: Evaluates 10-100+ job offers simultaneously using claude -p workers, each producing its own evaluation report and tracker update.
- Resumable state + lock safety: Uses a lock file to prevent double runs and a persistent batch-state.tsv to resume after crashes or Ctrl+C.
- Guardrail disqualification filters: Applies fast filters (non-US location and security clearance/US citizenship constraints) before the full A-G evaluation, marking disqualified roles with score 0 and no wasted effort.
Quick Start
Run job-eval in parallel by executing: bash skills/job-eval/batch-runner.sh --from-notion --parallel 4.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: job-eval Download link: https://github.com/khetansarvesh/ai_skills_repo/archive/main.zip#job-eval Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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