juicebox-core-workflow-a

# 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 | ...