readiness-score
Readiness score
Input: Environment summary, Docker choice, runtime goal, and optional traceback
Process: Checks version drift, GPU fit, model source, Serving mode, MCP readiness, and known failure signatures
Output: Score, risk labels, next commands, and an audit receipt
docker-composer
Docker and Serving composer
Input: CPU/GPU target, expected pages, API mode, and storage policy
Process: Maps the target to a container plan, endpoint layout, cache strategy, and rollout review
Output: Deployable compose outline and preflight review
error-diagnosis
PaddleOCR error diagnosis
Input: Traceback or short error phrase
Process: Matches common PaddleOCR, PaddlePaddle, CUDA, model download, and dtype issues
Output: Cause tree, fix priority, and verification command
vl-local-audit
PaddleOCR-VL local audit
Input: Document type, GPU/CPU profile, and output format
Process: Estimates local viability for table, formula, chart, seal, and Markdown workflows
Output: Local readiness score and production risk notes