claude

xprof-profiling-analysis

TPU/XLA profiling analysis: MCP tools for XProf HTTP API (operator breakdowns, memory profiles, A/B comparisons) + methodology skills for trace parsing, MFU calculation, bottleneck identification

0 on GitHubv2.0.0Apache-2.0updated 1 month agoperformance
/

Plugin xprof-profiling-analysis from marketplace primatrix-skills in primatrix/skills. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.

What it installs

Skills (1)

  • xprof-profiling-analysis

    Use when analyzing TPU/GPU profiling performance — XProf MCP tools for operator breakdowns, memory profiles, A/B comparisons; offline methodology for trace parsing, MFU calculation, HBM memory analysis, XLA flag auditing, communication bottleneck identification

MCP servers (1)

  • xprof

    runs: python3 ${CLAUDE_PLUGIN_ROOT}/scripts/server.py

View source on GitHub

More from primatrix/skills

All 13 plugins →

superpowers

claudecodex

Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques

14 skills · 3 commands · 1 agent · hooks

0

beaver

claude

Beaver project management: GitHub-native issue lifecycle with explicit /beaver-xxx commands covering the full development cycle (create, design, decompose, dev, PR, beaver-fix, tracker, focus, setup)

2 skills · 9 commands

0

tpu-perf

claude

Systematic analysis of TPU pretraining efficiency. profile-anatomy: schema + reference scripts for xplane.pb / trace.json.gz. comm-analysis: per-axis NCCL bus BW, peak ICI utilization, and per-step compute/comm overlap. compute-breakdown: source-line aggregation, layer scoping, non-compute audit, v7x roofline shortfall. memory-profile: HBM peak occupancy, alive-buffer attribution, lifetime/shape/tf_op/parent_jit rollups.

4 skills

0

exec-remote

claude

Execute Python scripts on remote GPU/TPU clusters via SkyPilot

3 skills

0

service-integrations

claude

Read and manage Plane, GitLab, and Outline through configured MCP tools, CLI, and APIs with credential-safe, read-first workflows

3 skills

0

agent-recap

claude

Mine local Claude/Codex session history to produce structured daily/weekly work recaps with optional GitHub Issue sync

1 skill

0

Similar plugins

ecc

claudecodex

Harness-native ECC operator layer - 71 agents, 314 skills, 98 legacy command shims, reusable hooks, rules, selective install profiles, and production-ready workflows for Claude Code, Codex, OpenCode, Cursor, and related agent harnesses

200 skills · 98 commands · 71 agents · 1 MCP server · hooks

affaan-m/ECC 302,088

agentic-flow

claude

agentic-flow (external: maintained in ruvnet/agentic-flow, pinned to commit d19737b, plugin 3.4.0): the agentic-flow MCP server pinned to [email protected] (ReasoningBank learning, ecosystem tools prompt_injection_scan, swarm_partition_tasks, sublinear_solve, sublinear_pagerank and ecosystem_status, multi-provider routing, autopilot learning; readonly profile by default, no tool pre-approved), 2 agents, 4 skills, /agentic-flow-status, and a mod guard on agentic_flow_agent with /agentic-flow-guard

4 skills · 1 command · 2 agents · 1 MCP server

ruvnet/ruflo 81,589

chrome-devtools-mcp

claude

Reliable automation, in-depth debugging, and performance analysis in Chrome using Chrome DevTools and Puppeteer

8 skills · 1 MCP server

ChromeDevTools/chrome-devtools-mcp 55,181

open-code-review

claude

Perform AI code review on Git diffs — supports workspace changes, branch ranges, and single commits with concurrent per-file analysis, codebase search, and deep context-aware review.

2 commands

alibaba/open-code-review 50,068

azure

claude

Transform Claude into an Azure expert. This plugin integrates the Azure MCP server and specialized Azure skills to move beyond generic advice. It enables Claude to perform real-world tasks: listing resources, validating deployments, diagnosing infrastructure issues, and optimizing costs across 50+ Azure services.

44 skills · 1 MCP server

anthropics/claude-plugins-official 47,076

systems-programming

claudecodex

Systems programming with Rust, Go, C, and C++ for performance-critical and low-level development

3 skills · 1 command · 4 agents

wshobson/agents 42,461

Maintain xprof-profiling-analysis?

This page updates itself from your repo. Add the badge to your README, or get it Featured to pin it above the organic results with a followed link to your site.

claude & codex plugins13 plugins