juicebox-core-workflow-a by jeremylongshore

---
name: juicebox-core-workflow-a
description: |
  Execute Juicebox people search with power filters and ATS export.
  Trigger: "find candidates", "people search", "juicebox search".
allowed-tools: Read, Write, Edit, Bash(npm:*), Grep
version: 1.0.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags: [saas, recruiting, juicebox]
compatible-with: claude-code
---

# Juicebox People Search Workflow

## Overview
Complete candidate sourcing: natural language search with power filters, scoring, and export to 41+ ATS systems.

## Instructions

### Step 1: Power Filter Search
```typescript
const results = await client.search({
  query: 'backend engineer distributed systems',
  filters: {
    location: ['San Francisco', 'Seattle', 'Remote'],
    experience_years: { min: 3, max: 10 },
    skills: ['Go', 'Kubernetes', 'distributed systems'],
    company_size: '100-1000',
    exclude_companies: ['CurrentEmployer']
  },
  sort: 'relevance', limit: 50
});
```

### Step 2: Score Candidates
```typescript
function scoreCandidate(profile, targetSkills: string[]) {
  let score = 0;
  const matched = profile.skills.filter(s =>
    targetSkills.some(t => s.toLowerCase().includes(t.toLowerCase()))
  );
  score += matched.length * 20;
  if (profile.experience_years >= 5) score += 30;
  return { profile, score, matchedSkills: matched };
}

const ranked = results.profiles
  .map(p => scoreCandidate(p, ['Go', 'Kubernetes']))
  .sort((a, b) => b.score - a.score);
```

### Step 3: Export to ATS
```typescript
await client.export({
  profiles: ranked.slice(0, 20).map(r => r.profile.id),
  destination: 'greenhouse',  // lever, ashby, recruiterflow, etc.
  job_id: 'job_abc123'
});
```

## Error Handling
| Error | Cause | Solution |
|-------|-------|----------|
| Low results | Filters too strict | Relax experience or location |
| Duplicates | Overlapping searches | Deduplicate by LinkedIn URL |

## Resources
- [Search Filters](https://docs.juicebox.work/filters)
- [ATS Integrations](https://juicebox.ai/integrations)

## Next Steps
For enrichment, see `juicebox-core-workflow-b`.