amd-agi/hyperloom · src/kernelforge/data/local_knowledge/languages/flydsl/skills/profile/kernel-trace-analysis/SKILL.md

kernel-trace-analysis skillA

kernel-trace-analysis is agent-read markdown (skill) from amd-agi/hyperloom: Profile GPU kernels using rocprofv3 to collect ATT instruction-level traces, then analyze the trace data using hotspot_analyzer.py to identify top-K stall hotspots (VMEM-load, VMEM-wait, LDS/SMEM-wait, barrier, MFMA stalls) mapped back to source lines, and produce an actionable optimization plan. Usage: /kernel-trace-analysis <cmd> Can also analyze an existing dispatch dir directly: /kernel-trace-analysis --dir <path>.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add amd-agi/hyperloom/kernel-trace-analysis@git:20260827.2d52291
Exact content
mdr add amd-agi/hyperloom/kernel-trace-analysis@sha256:3736b746f0170581

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_s4fywamp2ql6sst5.svg)](https://markdownregistry.com/a/art_s4fywamp2ql6sst5)

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Versions

versioncommittedcommitsizeaudit
git:20260827.2d52291 latest2026-08-27 2d52291 18,841 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (18841 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

amd-agi/hyperloom · 192 stars · license NOASSERTION · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_s4fywamp2ql6sst5
GET https://markdownregistry.com/api/v1/resolve?ref=amd-agi/hyperloom/kernel-trace-analysis
GET https://markdownregistry.com/api/v1/blob/3736b746f0170581c9c90bd3a51ae6f41dfbd2b2866672548dc26d71b6b57802

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.