---
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: 1.16.0
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
tags:
- saas
- recruiting
- juicebox
compatibility: Designed for 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 |

## Prerequisites

- An approved hiring workflow, a sandbox workspace, documented source authority, a suppression list, and an allowlisted ATS test destination.

## Output

Produce a redacted workflow receipt with the sandbox query scope, aggregate result count, suppression outcome, destination approval, `contacts_exported=0` test assertion, owner approval, retention window, and rollback reference. Do not retain candidate records, contact details, or credentials.

## Examples

`workspace=sandbox-hiring; source=approved; query=synthetic-go-k8s; matched=20; suppression=pass; contacts_exported=0; retention=24h` is a valid pre-production receipt.

## Resources

- Search Filters
- [ATS Integrations](https://juicebox.ai/integrations)

## Next Steps

For enrichment, see `juicebox-core-workflow-b`.


---
Source attribution: jeremylongshore
Original project: https://github.com/jeremylongshore/claude-code-plugins-plus-skills/blob/ab85a061f7bcc039dac13ee193de7a4cd4388571/plugins/saas-packs/juicebox-pack/skills/juicebox-core-workflow-a/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Dave AI.

## Upstream license notice

MIT License

Copyright (c) 2025 Jeremy Longshore

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.



# Dave AI resource metadata

Creator / publisher: jeremylongshore
Original project: https://github.com/jeremylongshore/claude-code-plugins-plus-skills/blob/ab85a061f7bcc039dac13ee193de7a4cd4388571/plugins/saas-packs/juicebox-pack/skills/juicebox-core-workflow-a/SKILL.md
Attribution basis: Source repository record

Fields of work: Human Resources, Marketing, Sales
Roles: Business Development, Customer Success Manager, Growth Marketer, Recruiter, Sales Development Rep (SDR)
Specialties: Backend, Design, DevOps, Frontend
Tools: Juicebox
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: 12532f4478af3a0bae8c2d293d8faf2c7811ae6c45ae1e3bfe63ff2ba4ae0ecd