Master CCJK
Official onboarding, tutorials, comparisons, and best practices for modern AI coding workflows
Quick Start
v9.4.1 · npm v13.5.7
npx ccjkexport ANTHROPIC_API_KEY="sk-ant-..." && npx ccjk init --silentnpx ccjk boostProvider Decision Snapshot
Provider Decision Snapshot
CCJK documentation now includes provider governance signals so teams can move from reading to operational decisions faster.
Last live check
Mar 17, 2026
Tracked providers
19
Live verified
8
Partial / blocked
11
OpenAI
Partial / blockedRequired official source types exist, but live verification is currently blocked from this environment or region.
Baseline
Direct model provider · complete
Recommendation
First-party preferred
Use OpenAI directly when model quality, roadmap alignment, and first-party support matter more than multi-vendor convenience.
Attention
302.AI
Partial / blockedRequired official source types exist, but live verification is currently blocked from this environment or region.
Baseline
Relay / aggregation layer · complete
Recommendation
Use with guardrails
Reasonable when you need broad model access and China-friendly delivery, but do not treat it as identical to direct first-party procurement.
Attention
Doubao
Partial / blockedRequired official source types exist, but live verification is currently blocked from this environment or region.
Baseline
Cloud platform access · complete
Recommendation
Recommended
Recommended when Doubao is a target model family and your procurement path can run through Volcengine Ark's cloud account model.
Attention
Anthropic
Partial / blockedSome required official source types are live-verified, while others are blocked or broken and need follow-up.
Baseline
Direct model provider · complete
Recommendation
First-party preferred
Use Anthropic directly when Claude is strategic and you want first-party support, pricing, and model policy alignment.
Attention
ChatAnywhere
Partial / blockedSome required official source types are live-verified, while others are blocked or broken and need follow-up.
Baseline
Relay / aggregation layer · partial
Recommendation
Evaluation only
Useful for low-risk testing and quick China-friendly access, but current commercial and terms clarity is still too weak for formal production procurement.
Attention
Google AI
Partial / blockedSome required official source types are live-verified, while others are blocked or broken and need follow-up.
Baseline
Direct model provider · complete
Recommendation
First-party preferred
Use Google AI directly when Gemini is a target model family and you want first-party docs, pricing, and support ownership.
Attention
Ready to get started?
Open the official onboarding path and keep your environment aligned with upstream CCJK.
Open Getting Started