Agent skill

Juicebox Upgrade Migration

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Plan Juicebox SDK upgrades. An agent skill from jeremylongshore/tons-of-skills-marketplace.

MITAuto-check passed

Install Juicebox Upgrade Migration

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill juicebox-upgrade-migration -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace juicebox-upgrade-migration --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/juicebox-upgrade-migration .claude/skills/juicebox-upgrade-migration && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
juicebox-upgrade-migration
GitHub stars
2.8k
Token cost
~1.6k tokens
SKILL.md length
398 words
Files
3 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Plan Juicebox SDK upgrades. An agent skill from jeremylongshore/tons-of-skills-marketplace.

  • Works in 4 steps: Back up configuration metadata without… → Validate schema, authorization,… → Promote through a bounded canary only… → …
  • SKILL.md covers Overview, Version Detection, Migration Checklist and Schema Migration, plus 8 more sections
  • Reaches api.juicebox.work

What it does

Juicebox Upgrade Migration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Plan Juicebox SDK upgrades. Trigger: "upgrade juicebox", "juicebox migration".

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/implementation-guide.md` and `references/implementation.md`). Compatibility notes: Designed for Claude Code

The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

Example prompts

  • “upgrade juicebox”
  • “juicebox migration”
  • “/juicebox-upgrade-migration”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Bash(npm:*)

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Back up configuration metadata without copying records, then run the migration against synthetic fixtures in staging.
  2. Validate schema, authorization, redaction, suppression, retention, and contacts_exported=0; reject unapproved sources or destinations.
  3. Promote through a bounded canary only after owner approval; halt on drift and restore the prior version/configuration immediately.
  4. Retain only a redacted migration receipt and delete staged fixtures and temporary access at completion.

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Bash(npm:*)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • api.juicebox.work

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Juicebox Upgrade Migration loads about 1.6k tokens when it runs, and up to ~3k if it reads all its reference files. Until then it costs about 26 tokens; SKILL.md has 398 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~26
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 398 words, ~1,616 tokens.

Download SKILL.mdSave it as .claude/skills/juicebox-upgrade-migration/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
juicebox-upgrade-migration
description
Plan Juicebox SDK upgrades. Trigger: "upgrade juicebox", "juicebox migration".
allowed-tools
Read, Write, Edit, Bash(npm:*)
compatibility
Designed for Claude Code
version
1.16.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, recruiting, juicebox

Juicebox Upgrade & Migration

Overview

Juicebox is an AI-powered people search and analysis platform used for recruiting and market research. The API provides endpoints for dataset management, people searches, and AI-generated analyses. Tracking API versions is essential because Juicebox evolves its search query syntax, dataset schema, and analysis output format — upgrading without testing can break saved search filters, corrupt dataset imports, and change the structure of AI-generated candidate profiles that downstream systems consume.

Version Detection

typescript
const JUICEBOX_BASE = "https://api.juicebox.work/v1";

async function detectJuiceboxVersion(apiKey: string): Promise<void> {
  const res = await fetch(`${JUICEBOX_BASE}/datasets`, {
    headers: { Authorization: `Bearer ${apiKey}`, "Content-Type": "application/json" },
  });
  const version = res.headers.get("x-juicebox-api-version") ?? "v1";
  console.log(`Juicebox API version: ${version}`);

  // Check for deprecated search parameters
  const searchRes = await fetch(`${JUICEBOX_BASE}/search`, {
    method: "POST",
    headers: { Authorization: `Bearer ${apiKey}`, "Content-Type": "application/json" },
    body: JSON.stringify({ query: "test", limit: 1 }),
  });
  const deprecation = searchRes.headers.get("x-deprecated-params");
  if (deprecation) console.warn(`Deprecated search params: ${deprecation}`);
}

Migration Checklist

  • Review Juicebox changelog for API breaking changes
  • Audit codebase for hardcoded dataset field names
  • Verify search query syntax — filter operators may have changed
  • Check analysis output format for new or renamed fields
  • Update dataset import schema if column mapping changed
  • Test people search result structure (profile fields, enrichment data)
  • Validate pagination — cursor-based vs. offset may have changed
  • Update SDK version in package.json and verify type compatibility
  • Check webhook payloads for analysis completion events
  • Run integration tests with sample dataset to verify search quality

Schema Migration

typescript
// Juicebox search results evolved: flat profile → enriched profile with sources
interface OldSearchResult {
  id: string;
  name: string;
  title: string;
  company: string;
  email?: string;
  linkedin_url?: string;
}

interface NewSearchResult {
  id: string;
  profile: {
    full_name: string;
    current_title: string;
    current_company: { name: string; domain: string };
    emails: Array<{ address: string; type: "work" | "personal"; verified: boolean }>;
    social: { linkedin?: string; twitter?: string };
  };
  match_score: number;
  enrichment_sources: string[];
}

function migrateSearchResult(old: OldSearchResult): NewSearchResult {
  return {
    id: old.id,
    profile: {
      full_name: old.name,
      current_title: old.title,
      current_company: { name: old.company, domain: "" },
      emails: old.email ? [{ address: old.email, type: "work", verified: false }] : [],
      social: { linkedin: old.linkedin_url },
    },
    match_score: 0,
    enrichment_sources: [],
  };
}

Rollback Strategy

typescript
class JuiceboxClient {
  private currentVersion: "v1" | "v2";

  constructor(private apiKey: string, version: "v1" | "v2" = "v2") {
    this.currentVersion = version;
  }

  async search(query: string, filters?: Record<string, any>): Promise<any> {
    try {
      const res = await fetch(`https://api.juicebox.work/${this.currentVersion}/search`, {
        method: "POST",
        headers: { Authorization: `Bearer ${this.apiKey}`, "Content-Type": "application/json" },
        body: JSON.stringify({ query, filters }),
      });
      if (!res.ok) throw new Error(`Juicebox search ${res.status}`);
      return await res.json();
    } catch (err) {
      if (this.currentVersion === "v2") {
        console.warn("Falling back to Juicebox API v1");
        this.currentVersion = "v1";
        return this.search(query, filters);
      }
      throw err;
    }
  }
}

Error Handling

Migration IssueSymptomFix
Search filter syntax changed400 Bad Request with invalid filter operatorUpdate filter syntax to new query DSL format
Dataset schema mismatchImport succeeds but columns mapped incorrectlyRe-map dataset columns using /datasets/schema endpoint
Profile field restructuredCode crashes accessing result.name (now result.profile.full_name)Update all property access paths to new nested structure
Analysis format changedAI analysis output missing expected sectionsUpdate parser for new structured analysis response
Rate limit reduced429 Too Many Requests on previously working batch sizesReduce batch size and implement request queuing
Show full SKILL.md (142 more words)Show less

Prerequisites

  • An approved change record, version inventory, synthetic sandbox dataset, source/destination allowlists, suppression controls, compatibility test plan, and tested rollback release.

Instructions

  1. Back up configuration metadata without copying records, then run the migration against synthetic fixtures in staging.
  2. Validate schema, authorization, redaction, suppression, retention, and contacts_exported=0; reject unapproved sources or destinations.
  3. Promote through a bounded canary only after owner approval; halt on drift and restore the prior version/configuration immediately.
  4. Retain only a redacted migration receipt and delete staged fixtures and temporary access at completion.

Output

Produce a migration receipt with versions, environment, fixture classification, compatibility results, suppression/no-export checks, canary outcome, approver, retention/deletion proof, and rollback reference. Exclude records, contacts, and secrets.

Examples

from=v2; to=v3; env=staging; fixture=synthetic; compatibility=pass; suppression=pass; contacts_exported=0; rollback=v2 supports a controlled promotion.

Resources

  • Juicebox Changelog
  • Juicebox API Documentation

Next Steps

For CI pipeline integration, see juicebox-ci-integration.

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (references) in skills/.curated/juicebox-upgrade-migration of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/implementation-guide.md
  • references/implementation.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Juicebox Upgrade Migration next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Juicebox Upgrade Migration compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Juicebox Upgrade Migration this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.6kAutomated safety check: PassMIT
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Database Migrationsaffaan-m/ECC277k4 repos~3kAutomated safety check: PassMIT
Database Migrationsaffaan-m/ECC277k1 repos~2.4kAutomated safety check: PassMIT
Safe Database Migration Patternsaffaan-m/ECC276k—~3.3kAutomated safety check: PassMIT
Migrate Nanoclawnanocoai/nanoclaw31k—~6kAutomated safety check: NotesMIT

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Questions about Juicebox Upgrade Migration

What does Juicebox Upgrade Migration do?

Plan Juicebox SDK upgrades. An agent skill from jeremylongshore/tons-of-skills-marketplace. Juicebox Upgrade Migration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Plan Juicebox SDK upgrades.

How do I install Juicebox Upgrade Migration in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill juicebox-upgrade-migration -a claude-code`. Or copy the skill folder (skills/.curated/juicebox-upgrade-migration in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/juicebox-upgrade-migration in your project. Claude Code loads it when a task matches its description.

How do I install Juicebox Upgrade Migration in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill juicebox-upgrade-migration -a codex`. Or copy the skill folder (skills/.curated/juicebox-upgrade-migration in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/juicebox-upgrade-migration in your project. Codex loads it when a task matches its description.

Can I use Juicebox Upgrade Migration in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill juicebox-upgrade-migration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/juicebox-upgrade-migration, .gemini/skills/juicebox-upgrade-migration, .github/skills/juicebox-upgrade-migration and .opencode/skills/juicebox-upgrade-migration in your project.

What does Juicebox Upgrade Migration need to run?

SKILL.md names no scripts, command-line tools or credentials: Juicebox Upgrade Migration is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(npm:*). Compatibility (from SKILL.md): Designed for Claude Code.

Does Juicebox Upgrade Migration access the network?

SKILL.md names 1 domain. In commands or code: api.juicebox.work; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Juicebox Upgrade Migration safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Juicebox Upgrade Migration use?

Juicebox Upgrade Migration is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Juicebox Upgrade Migration use?

About 1.6k tokens (SKILL.md is roughly 6.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.4k tokens, read only when the agent opens those files.

What are the alternatives to Juicebox Upgrade Migration?

Skills that share tags, products or a category with Juicebox Upgrade Migration: Reversible Migration (JuliusBrussee/caveman, 111k stars), Database Migrations (affaan-m/ECC, 277k stars), Database Migrations (affaan-m/ECC, 277k stars) and Safe Database Migration Patterns (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Juicebox Upgrade Migration?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.