Agent Plugins Marketplace
← All plugins

model-infer-optimize

v1.0.6

NPU 模型推理端到端优化 Team。涵盖从零适配到 baseline 的固定阶段优化（并行、KVCache/FA、融合算子、量化、图模式），以及 baseline 之上 profiling 驱动的探索式优化（多方向发现候选、Plan/round 自循环，按需调用多流、预取、SuperKernel 等单点优化）。含两条 workflow 与 9 个 Subagent。

Claude Code

By CANNBotLicense: CANN-2.04 GitHub starsUpdated last week

Directory evidence

Runtimes
Claude Code
Parsed components
0 skill or MCP entries
Source updated
Sep 16, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install model-infer-optimize for Claude Code

Installs for the current user
claude plugin marketplace add IchenDEV/agent-plugin-mkt
claude plugin marketplace update agent-plugin-marketplace
claude plugin install model-infer-optimize@agent-plugin-marketplace

Paste and run these commands in a terminal with Claude Code. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/hicann/cannbot-skills

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is plugins-official/model-infer-optimize/.

Plugin files

plugins-official/model-infer-optimize/
└── .claude-plugin/plugin.json

Plugin manifests1

plugins-official/model-infer-optimize/.claude-plugin/plugin.json
{
  "name": "model-infer-optimize",
  "description": "NPU 模型推理端到端优化 Team。涵盖从零适配到 baseline 的固定阶段优化（并行、KVCache/FA、融合算子、量化、图模式），以及 baseline 之上 profiling 驱动的探索式优化（多方向发现候选、Plan/round 自循环，按需调用多流、预取、SuperKernel 等单点优化）。含两条 workflow 与 9 个 Subagent。",
  "version": "1.0.6",
  "author": {
    "name": "CANNBot"
  },
  "homepage": "https://gitcode.com/cann/cannbot-skills",
  "repository": "https://gitcode.com/cann/cannbot-skills",
  "license": "CANN-2.0",
  "dependencies": [
    "model-infer-skills"
  ],
  "agents": [
    "./agents/model-infer-analyzer.md",
    "./agents/model-infer-implementer.md",
    "./agents/model-infer-reviewer.md",
    "./agents/model-infer-sota-scenario.md",
    "./agents/model-infer-sota-profiling-instrumenter.md",
    "./agents/model-infer-sota-profile-analyzer.md",
    "./agents/model-infer-sota-candidate.md",
    "./agents/model-infer-sota-implementer.md",
    "./agents/model-infer-sota-reviewer.md"
  ]
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[model-infer-optimize on Agent Plugins Marketplace](https://pluginsmp.com/plugins/model-infer-optimize)