About

Imported from jeremylongshore/tons-of-skills-marketplace (skills/.curated/juicebox-core-workflow-a/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill juicebox-core-workflow-a. Copyright stays with the author (MIT).

Juicebox People Search Workflow

Name: juicebox-core-workflow-a
Author: jeremylongshore

Overview

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

Instructions

Step 1: Power Filter Search

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

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

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

Next Steps

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

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/jeremylongshore-tons-of-skills-marketplace-juicebox-core-f2b878/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

jeremylongshore-tons-of-skills-marketplace-juicebox-core-f2b878.ocm.jsonjson

{
  "ocm": "1",
  "id": "jeremylongshore-tons-of-skills-marketplace-juicebox-core-f2b878",
  "kind": "skill",
  "name": "juicebox-core-workflow-a",
  "description": "Execute Juicebox people search with power filters and ATS export. Trigger: \"find candidates\", \"people search\", \"juicebox search\".",
  "publisher": "jeremylongshore",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "saas",
      "recruiting",
      "juicebox",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Execute Juicebox people search with power filters and ATS export. Trigger: \"find candidates\", \"people search\", \"juicebox search\"."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/jeremylongshore/tons-of-skills-marketplace",
      "path": "skills/.curated/juicebox-core-workflow-a/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/jeremylongshore/tons-of-skills-marketplace/blob/HEAD/skills/.curated/juicebox-core-workflow-a/SKILL.md",
      "key": "jeremylongshore/tons-of-skills-marketplace/skills/.curated/juicebox-core-workflow-a/SKILL.md"
    },
    "compatibility": "Designed for Claude Code",
    "allowed_tools": [
      "Read,",
      "Write,",
      "Edit,",
      "Bash(npm:*),",
      "Grep"
    ],
    "license": "MIT"
  },
  "instructions": "# Juicebox People Search Workflow\n\n## Overview\n\nComplete candidate sourcing: natural language search with power filters, scoring, and export to 41+ ATS systems.\n\n## Instructions\n\n### Step 1: Power Filter Search\n\n```typescript\nconst results = await client.search({\n  query: 'backend engineer distributed systems',\n  filters: {\n    location: ['San Francisco', 'Seattle', 'Remote'],\n    experience_years: { min: 3, max: 10 },\n    skills: ['Go', 'Kubernetes', 'distributed systems'],\n    company_size: '100-1000',\n    exclude_companies: ['CurrentEmployer']\n  },\n  sort: 'relevance', limit: 50\n});\n```\n\n##",
  "cost": {
    "context_tokens": 584
  }
}

Fetch it by URL: GET /api/v1/registry/jeremylongshore-tons-of-skills-marketplace-juicebox-core-f2b878/manifest?version=1.0.0

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