Atlas / Skills / jeremylongshore / Juicebox Common Errors

Juicebox Common ErrorsSAFE

skills/jeremylongshore/juicebox-common-errors

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.16.0
Hosts
1 documented
License
MIT
Stars
2,824
01

Overview

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Read from source at commit 4f83675ca38aOBSERVED · 2026-10-09
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: juicebox-common-errors
description: 'Diagnose and fix Juicebox API errors.

  Trigger: "juicebox error", "fix juicebox", "debug juicebox".

  '
allowed-tools: Read, Grep, Bash(curl:*)
version: 1.16.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags:
- saas
- recruiting
- juicebox
compatibility: Designed for Claude Code
---
# Juicebox Common Errors

## Overview

Juicebox provides AI-powered people search and analysis for recruiting and research workflows. API integrations cover search queries, profile enrichment, dataset operations, and quota management. Common errors include dataset format mismatches when uploading CSVs, analysis timeouts on large candidate pools, and quota exhaustion on free or starter plans. The quota system counts individual profile enrichments separately from search queries, which often surprises new integrators. This reference covers HTTP errors, business logic failures, and recovery strategies for reliable Juicebox integrations.

## Error Reference

| Code | Message | Cause | Fix |
|------|---------|-------|-----|
| `400` | `Invalid query format` | Malformed search query or empty filters | Ensure query is non-empty; validate filter field names |
| `401` | `invalid_api_key` | API key missing or revoked | Verify key at app.juicebox.ai > Settings > API |
| `403` | `quota_exceeded` | Plan search limit reached | Check quota in dashboard; upgrade plan or wait for reset |
| `404` | `Profile not found` | Candidate removed or profile unavailable | Re-run search to find updated profile data |
| `408` | `Analysis timeout` | Complex query exceeded 60s limit | Reduce dataset size or narrow search filters |
| `413` | `Dataset too large` | Upload exceeds 50MB or 100K row limit | Split dataset into smaller chunks before upload |
| `422` | `Invalid dataset format` | CSV headers don't match expected schema | Use template from Juicebox docs; required: `name`, `title`, `company` |
| `429` | `Rate limited` | Exceeded 30 requests/minute | Check `Retry-After` header; implement exponential backoff |

## Error Handler

```typescript
interface JuiceboxError {
  code: number;
  message: string;
  category: "auth" | "rate_limit" | "validation" | "timeout";
}

function classifyJuiceboxError(status: number, body: string): JuiceboxError {
  if (status === 401 || status === 403) {
    return { code: status, message: body, category: "auth" };
  }
  if (status === 429) {
    return { code: 429, message: "Rate limited", category: "rate_limit" };
  }
  if (status === 408) {
    return { code: 408, message: body, category: "timeout" };
  }
  return { code: status, message: body, category: "validation" };
}
```

## Debugging Guide

### Authentication Errors

Juicebox API keys are passed via `Authorization: Bearer` header. Keys are scoped per workspace. If you receive 401, verify the key has not been rotated at app.juicebox.ai > Settings. A 403 indicates quota exhaustion, not a permissions issue -- check your plan's remaining searches.

### Rate Limit Errors

The API enforces 30 requests/minute per key. Batch profile enrichment calls where possible. Use the `Retry-After` response header to determine wait time. For bulk operations, use the dataset upload endpoint instead of individual search queries.

### Validation Errors

Dataset uploads require CSV format with headers matching the Juicebox schema: `name`, `title`, `company` are required columns. Optional enrichment columns include `email`, `linkedin_url`, and `location`. Files over 50MB or 100K rows are rejected -- split into chunks. Analysis queries that exceed 60 seconds timeout with 408; narrow filters by adding location, title, or company constraints to reduce result set size.

## Error Handling

| Scenario | Pattern | Recovery |
|----------|---------|----------|
| Quota exceeded mid-batch | 403 after N successful calls | Track remaining quota via response headers; pause and resume |
| Dataset upload rejected | Invalid CSV format | Download template, reformat, and retry |
| Analysis timeout | Large candidate pool | Add location/title/company filters to narrow scope |
| Profile data stale | 404 on enrichment | Re-run search query to get current profile URLs |
| Rate limit during bulk search | 429 on sequential calls | Switch to dataset upload for bulk operations |

## Quick Diagnostic

```bash
# Verify API connectivity and key validity
curl -s -o /dev/null -w "%{http_code}" \
  -H "Authorization: Bearer $JUICEBOX_API_KEY" \
  https://api.juicebox.ai/v1/health
```

## Prerequisites

- A sandbox workspace, synthetic fixture, approved diagnostic scope, secret references, source/destination allowlists, suppression controls, and a designated incident owner.

## Instructions

1. Reproduce failures with synthetic inputs only; reject live-record export, unapproved sources/destinations, and literal credentials in commands or logs.
2. Capture aggregate status, error class, and quota evidence, then verify redaction, suppression, retention, and `contacts_exported=0`.
3. Stop the canary on scope, policy, quota, or retention drift; revoke temporary access and restore the known-good configuration.
4. Preserve a redacted diagnostic receipt only for the approved window, then delete staged artifacts.

## Output

Produce an error-triage receipt with environment, synthetic fixture classification, error class, aggregate status/quota signal, suppression/no-export/redaction checks, incident owner, cleanup proof, and rollback reference. Exclude request payloads, contacts, and credentials.

## Examples

`env=ci-synthetic; error=429; retries=backoff; quota=within-budget; suppression=pass; contacts_exported=0; cleanup=verified` is a valid triage record.

## Resources

- [Juicebox Documentation](https://docs.juicebox.work)
- [Juicebox API Reference](https://api.juicebox.ai/docs)

## Next Steps

See `juicebox-debug-bundle`.
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-09 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__juicebox-common-errors.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-094f83675ca38aSAFEB89first audit
06

Questions

What does the Juicebox Common Errors skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Juicebox Common Errors safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Juicebox Common Errors access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

What do I need installed to use Juicebox Common Errors?

Its own instructions reference name and title. Dependencies are pinned to exact versions.

Which assistants does Juicebox Common Errors work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-09. The repository is watched, and a new audit runs when it changes — this is the first audit.

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