juicebox-core-workflow-b
Execute Juicebox enrichment and outreach workflow. Trigger: "juicebox enrich", "candidate enrichment", "talent pool".
Best use case
juicebox-core-workflow-b is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Execute Juicebox enrichment and outreach workflow. Trigger: "juicebox enrich", "candidate enrichment", "talent pool".
Teams using juicebox-core-workflow-b should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/juicebox-core-workflow-b/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How juicebox-core-workflow-b Compares
| Feature / Agent | juicebox-core-workflow-b | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Execute Juicebox enrichment and outreach workflow. Trigger: "juicebox enrich", "candidate enrichment", "talent pool".
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
Best AI Skills for Claude
Explore the best AI skills for Claude and Claude Code across coding, research, workflow automation, documentation, and agent operations.
ChatGPT vs Claude for Agent Skills
Compare ChatGPT and Claude for AI agent skills across coding, writing, research, and reusable workflow execution.
Cursor vs Codex for AI Workflows
Compare Cursor and Codex for AI coding workflows, repository assistance, debugging, refactoring, and reusable developer skills.
SKILL.md Source
# Juicebox — Advanced Analysis
## Overview
Build custom queries, apply multi-dimensional filters, and run cross-dataset analysis
on your Juicebox people-intelligence data. Use this workflow when you need to go beyond
standard search — comparing candidate pools across roles, analyzing skill density by
geography, or identifying talent trends over time. This is the secondary workflow;
for basic search and enrichment, see `juicebox-core-workflow-a`.
## Instructions
### Step 1: Build a Custom Query with Filters
```typescript
const query = await client.analysis.query({
dataset: 'candidates',
filters: [
{ field: 'skills', operator: 'contains_any', value: ['TypeScript', 'Rust', 'Go'] },
{ field: 'experience_years', operator: 'gte', value: 5 },
{ field: 'location.country', operator: 'eq', value: 'US' },
],
sort: { field: 'relevance_score', order: 'desc' },
limit: 100,
});
console.log(`Found ${query.total} candidates matching filters`);
query.results.forEach(c =>
console.log(` ${c.name} — ${c.title} (${c.relevance_score}/100)`)
);
```
### Step 2: Run Cross-Dataset Comparison
```typescript
const comparison = await client.analysis.compare({
datasets: ['candidates_q1_2026', 'candidates_q4_2025'],
group_by: 'primary_skill',
metrics: ['count', 'avg_experience', 'avg_salary_estimate'],
});
comparison.groups.forEach(g =>
console.log(`${g.skill}: Q1=${g.datasets[0].count} vs Q4=${g.datasets[1].count} (${g.delta > 0 ? '+' : ''}${g.delta}%)`)
);
```
### Step 3: Aggregate Skill Density by Region
```typescript
const density = await client.analysis.aggregate({
dataset: 'candidates',
group_by: 'location.metro_area',
metric: 'skill_density',
skill_filter: ['ML Engineering', 'Data Science'],
top_n: 10,
});
density.regions.forEach(r =>
console.log(`${r.metro}: ${r.candidate_count} candidates, density=${r.density_score}`)
);
```
### Step 4: Export Analysis Results
```typescript
const exportJob = await client.analysis.export({
query_id: query.id,
format: 'csv',
fields: ['name', 'email', 'primary_skill', 'experience_years', 'location'],
});
console.log(`Export ready: ${exportJob.download_url} (${exportJob.row_count} rows)`);
```
## Error Handling
| Issue | Cause | Fix |
|-------|-------|-----|
| `400 Invalid filter` | Unsupported operator for field type | Check field schema with `client.schema.fields()` |
| `404 Dataset not found` | Stale dataset ID or typo | List datasets with `client.datasets.list()` |
| `408 Query timeout` | Too many filters on large dataset | Add `limit` or narrow date range |
| `429 Rate limited` | Exceeded analysis quota | Implement backoff; check plan limits |
| Partial comparison data | One dataset has sparse coverage | Expected — use `include_nulls: true` for completeness |
## Output
A successful workflow produces filtered candidate lists with relevance scores,
cross-dataset comparison tables showing talent market shifts, and regional
skill-density rankings. Results can be exported as CSV for downstream reporting.
## Resources
- [Juicebox API Docs](https://docs.juicebox.work/api)
## Next Steps
See `juicebox-sdk-patterns` for authentication and query builder helpers.Related Skills
calendar-to-workflow
Converts calendar events and schedules into Claude Code workflows, meeting prep documents, and standup notes. Use when the user mentions calendar events, meeting prep, standup generation, or scheduling workflows. Trigger with phrases like "prep for my meetings", "generate standup notes", "create workflow from calendar", or "summarize today's schedule".
workhuman-core-workflow-b
Workhuman core workflow b for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems. Trigger: "workhuman core workflow b".
workhuman-core-workflow-a
Workhuman core workflow a for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems. Trigger: "workhuman core workflow a".
wispr-core-workflow-b
Wispr Flow core workflow b for voice-to-text API integration. Use when integrating Wispr Flow dictation, WebSocket streaming, or building voice-powered applications. Trigger: "wispr core workflow b".
wispr-core-workflow-a
Wispr Flow core workflow a for voice-to-text API integration. Use when integrating Wispr Flow dictation, WebSocket streaming, or building voice-powered applications. Trigger: "wispr core workflow a".
windsurf-core-workflow-b
Execute Windsurf's secondary workflow: Workflows, Memories, and reusable automation. Use when creating reusable Cascade workflows, managing persistent memories, or automating repetitive development tasks. Trigger with phrases like "windsurf workflow", "windsurf automation", "windsurf memories", "cascade workflow", "windsurf slash command".
windsurf-core-workflow-a
Execute Windsurf's primary workflow: Cascade Write mode for multi-file agentic coding. Use when building features, refactoring across files, or performing complex code tasks. Trigger with phrases like "windsurf cascade write", "windsurf agentic coding", "windsurf multi-file edit", "cascade write mode", "windsurf build feature".
webflow-core-workflow-b
Execute Webflow secondary workflows — Sites management, Pages API, Forms submissions, Ecommerce (products/orders/inventory), and Custom Code via the Data API v2. Use when managing sites, reading pages, handling form data, or working with Webflow Ecommerce products and orders. Trigger with phrases like "webflow sites", "webflow pages", "webflow forms", "webflow ecommerce", "webflow products", "webflow orders".
webflow-core-workflow-a
Execute the primary Webflow workflow — CMS content management: list collections, CRUD items, publish items, and manage content lifecycle via the Data API v2. Use when working with Webflow CMS collections and items, managing blog posts, team members, or any dynamic content. Trigger with phrases like "webflow CMS", "webflow collections", "webflow items", "create webflow content", "manage webflow CMS", "webflow content management".
veeva-core-workflow-b
Veeva Vault core workflow b for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva core workflow b".
veeva-core-workflow-a
Veeva Vault core workflow a for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva core workflow a".
vastai-core-workflow-b
Execute Vast.ai secondary workflow: multi-instance orchestration, spot recovery, and cost optimization. Use when running distributed training, handling spot preemption, or optimizing GPU spend across multiple instances. Trigger with phrases like "vastai distributed training", "vastai spot recovery", "vastai multi-gpu", "vastai cost optimization".