catalyst-zia

catalyst-zia is a skill for Claude Code from catalystbyzoho/claude-plugin. It costs 110 tokens per session (421 once invoked), scanned A, a copy of catalyst-zia, Apache-2.0.

A guide to Zoho Catalyst's Zia and QuickML services. These provide tasks such as reading text from images, analyzing text, detecting objects, moderating content, and making machine-learning predictions.

In plain words
What is it for?
Use it for OCR, face or object analysis, barcode scanning, content moderation, text analytics, and training or using QuickML models.
Why use it?
It helps choose the right service and follow the required workflow for image analysis, text analysis, or model predictions.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the claude-plugin plugin — 16 skills, 1 command, 1 hook, 1 MCP server shipped together

Good fit Use it for OCR, face or object analysis, barcode scanning, content moderation, text analytics, and training or using QuickML models.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/catalystbyzoho/claude-plugin/catalyst-zia
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add catalystbyzoho/claude-plugin --skill catalyst-zia
Clone the repo
git clone --depth 1 https://github.com/catalystbyzoho/claude-plugin

Made for: Claude Code.

Or install claude-plugin, the plugin that ships this one along with the rest of its 16 skills, 1 command, 1 hook, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for catalyst-zia

README.md
[![agentmods](https://agentmods.dev/badge/skills/catalystbyzoho/claude-plugin/catalyst-zia.svg)](https://agentmods.dev/skills/catalystbyzoho/claude-plugin/catalyst-zia)
Your own site
<a href="https://agentmods.dev/skills/catalystbyzoho/claude-plugin/catalyst-zia"><img src="https://agentmods.dev/badge/skills/catalystbyzoho/claude-plugin/catalyst-zia.svg" alt="Measured on agentmods" height="20"></a>
Per session 110 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 421 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 94% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00110 $0.00421
Opus 5 $0.00055 $0.00211
Sonnet 5 $0.00022 $0.00084
Haiku 4.5 $0.00011 $0.00042

Measured 8d ago against content hash cffec5f50246, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

catalyst-zia scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

94% identical to catalyst-zia — 6 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/catalyst-zia/SKILL.md · 25 lines

What it actually says

How It Works

  1. Identify the capability — OCR, Face Analytics, Text Analytics, Object Detection, Barcode Scanner, Content Moderation (Zia Services), or AutoML/predictions (QuickML).
  2. Load references/zia-services.md — for all Zia API calls with Node.js and Python examples.
  3. Load references/quickml.md — for AutoML workflow (dataset upload → training → prediction) and pricing.
  4. Show both SDK examples — Zia reference includes Node.js and Python; provide both or ask the user which platform they're using.

Triggers

Use this skill for: "Zia", "QuickML", "OCR", "face detection", "text analytics", "object detection", "barcode reader", "content moderation", "AutoML", "ML model", "predict", "Zia Services", "image recognition", "sentiment analysis", "train a model on Catalyst", or "Zia API".

References

Reference Load when the query is about…
references/zia-services.md All Zia APIs — Text Analytics, OCR, Face Analytics, Object Detection, Barcode Scanner, Moderation — SDK examples in Node.js and Python
references/quickml.md AutoML workflow, problem types (classification/regression), dataset upload, SDK prediction calls, pricing
Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 25 lines · 110 tokens per session scan A cffec5f50246

Subscribe to this mod's changes

catalyst-zia is a skill published in the GitHub repository catalystbyzoho/claude-plugin (1 stars, last pushed 26d ago), licensed Apache-2.0. It adds 110 tokens to every session and 421 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. It is 94% identical to catalyst-zia, differing in 6 lines, and is treated as a copy.

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