67 lines
2.6 KiB
JavaScript
67 lines
2.6 KiB
JavaScript
/**
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* keywords.mjs — AI-generated search keywords
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* One Claude call per search track using full profile + search config context
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*/
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import { ANTHROPIC_API_URL, DEFAULT_MODEL } from './constants.mjs';
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export async function generateKeywords(search, profile, apiKey) {
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if (!apiKey) throw new Error('ANTHROPIC_API_KEY not set');
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const prompt = `You are an expert job search strategist helping a candidate find the right roles on LinkedIn and Wellfound.
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## Candidate Profile
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- Name: ${profile.name.first} ${profile.name.last}
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- Location: ${profile.location.city}, ${profile.location.state} (remote only)
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- Years experience: ${profile.years_experience}
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- Desired salary: $${profile.desired_salary.toLocaleString()}
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- Work authorization: Authorized to work in US + UK, no sponsorship needed
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- Willing to relocate: ${profile.willing_to_relocate ? 'Yes' : 'No'}
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- Background summary: ${profile.cover_letter?.substring(0, 400)}
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## Job Search Track: "${search.name}"
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- Salary minimum: $${(search.salary_min || 0).toLocaleString()}
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- Platforms: ${(search.platforms || []).join(', ')}
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- Remote only: ${search.filters?.remote ? 'Yes' : 'No'}
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- Exclude these keywords: ${(search.exclude_keywords || []).join(', ')}
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- Current keywords already in use: ${(search.keywords || []).join(', ')}
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## Task
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Generate 15 additional LinkedIn/Wellfound job search query strings to find "${search.name}" roles for this candidate.
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Think about:
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- How do startups and hiring managers actually title these roles at seed/Series A/B companies?
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- What variations exist across industries (fintech, devtools, data infra, security, AI/ML)?
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- What seniority + function combinations surface the best matches?
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- What terms does this specific candidate's background match well?
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- Do NOT repeat keywords already listed above
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- Do NOT use excluded keywords
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Return ONLY a JSON array of strings, no explanation, no markdown.
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Example format: ["query one", "query two", "query three"]`;
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const res = await fetch(ANTHROPIC_API_URL, {
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method: 'POST',
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headers: {
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'Content-Type': 'application/json',
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'x-api-key': apiKey,
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'anthropic-version': '2023-06-01'
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},
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body: JSON.stringify({
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model: DEFAULT_MODEL,
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max_tokens: 1024,
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messages: [{ role: 'user', content: prompt }]
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})
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});
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if (!res.ok) throw new Error(`Anthropic API error: ${res.status} ${res.statusText}`);
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const data = await res.json();
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if (data.error) throw new Error(data.error.message);
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if (!data.content?.[0]?.text) throw new Error('Unexpected API response: missing content');
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const text = data.content[0].text.trim();
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const clean = text.replace(/```json\n?|\n?```/g, '').trim();
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return JSON.parse(clean);
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}
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