vllm-ascend

MindStudio-Modeling performance evaluation framework for Ascend NPUs. Provides tensor-cast for model-level analysis and serving-cast-simulation for LLM serving parameter tuning.

3 skills

AISBench evaluation framework — accuracy benchmarks (GSM8K, MMLU, AIME) and performance benchmarks against vLLM services.

1 skill

Ascend NPU hardware entry point — health check, environment setup, shell script template. Starting point for any Ascend workflow.

1 skill

Structured Git commits with WHAT/WHY/HOW format, optimized as AI context for future sessions.

1 skill

Model quantization on Ascend NPUs — W4A8/W8A8/W4A4, one-click and custom YAML, MoE mixed precision, VLM support, accuracy recovery.

1 skill

Verify NPU competition entries — clone work and original model repos, check model class name overlap, validate script syntax, and test runnability.

1 skill

Claude API and SDK documentation skill for building LLM-powered applications

19 skills

Access thousands of AI prompts and skills directly in your AI coding assistant. Search prompts, discover skills, save your own, and improve prompts with AI.

2 skills · 2 commands · 2 agents · 1 MCP server

Security review for Claude-generated code. Pattern-based warnings on edits, LLM-powered diff review on Stop, and an agentic commit reviewer that catches injection, XSS, SSRF, hardcoded secrets, and 25+ other vulnerability classes.

hooks

RuVLLM local inference with chat formatting, MicroLoRA fine-tuning, and SONA adaptation

3 skills · 1 command · 1 agent

Skill: add headroom-ai compress() to a Python or TypeScript app to cut LLM input tokens (tool outputs, logs, JSON, chat history). No API key.

1 skill

Query Trackio projects, runs, and metrics using the `trackio` CLI. Use when the user needs to list projects/runs/metrics, get summaries, or retrieve metric values from local Trackio databases. Supports both human-readable and JSON output formats. Covers project discovery, run inspection, metric querying, and system metrics. Designed for LLM agents and automation scripts.

1 skill