Ext Ops Panel
Open dashboard
Comparison

ai-toolkit vs project-starter

ai-toolkit is a plugin bundle for AI coding tools published by Khoa Tran. Marketplaces we read that list it: 1 (Community GitHub marketplaces). project-starter is a plugin bundle for AI coding tools published by CloudAI-X. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-24. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplaceai-toolkitproject-starter
Community marketplace c0x12c/ai-toolkit Listed
Version: 1.27.0
Forks (GitHub): 10
Stars (GitHub): 109
Not marked · First seen
Not listed
Community marketplace cloudai-x/claude-workflow-v2 Not listed Listed
Version: 2.0.7
Forks (GitHub): 191
Stars (GitHub): 1 420
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

ai-toolkit vs project-starter
Factai-toolkitproject-starter
Marketplaces that list it11
Stars (GitHub) (differs)109 (worse)1 420 (better)
Forks (GitHub) (differs)10 (worse)191 (better)
Last releaseNot publishedNot published
Where it runsInstalls as a plugin bundleInstalls as a plugin bundle
TransportNot statedNot stated
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Hooks it runs (differs)Not published14
Parts of the bundle (differs)4553
LicenceMITMIT
Repository (differs)github.com/c0x12c/ai-toolkitgithub.com/cloudai-x/claude-workflow-v2
Changes in the last 7 days00
First seen2026-10-152026-10-15

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

ai-toolkit

In its own words, on Community GitHub marketplaces:

Engineering discipline layer for Claude Code — workflows, rules, skills, agents organized in modular packs

project-starter

In its own words, on Community GitHub marketplaces:

Universal Claude Code workflow with specialized agents, skills, hooks, and mode commands for any software project. Includes orchestrator, code-reviewer, debugger, docs-writer, security-auditor, refactorer, and test-architect agents.

How to run each

ai-toolkit As a Claude Code plugin

Claude Code
/plugin marketplace add c0x12c/ai-toolkit
/plugin install ai-toolkit@spartan-marketplace

project-starter As a Claude Code plugin

Claude Code
/plugin marketplace add cloudai-x/claude-workflow-v2
/plugin install project-starter@claude-workflow

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: ai-toolkit · What it can do: project-starter · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built