hw-native-sys/simpler · .claude/skills/multi-repo-dsv4flash-setup/SKILL.md

multi-repo-dsv4flash-setup skillA

multi-repo-dsv4flash-setup is agent-read markdown (skill) from hw-native-sys/simpler: Concrete guide to benchmark DeepSeek-V4 (dsv4) FLASH on NPU against the current worktree's simpler — the three decode attentions (swa/csa/hca) and the distributed MoE, all in pypto-lib's models/deepseek/v4/. Defers cross-repo clone/install to multi-repo-setup, then gives the exact PYPTO_BENCH run commands and the hard-won config that makes the numbers reproducible: pin ptoas 0.48 (0.50/ptoas-bin cannot compile csa), pin --start-pos 8192, edit moe.py for 16 experts/card, read fast_effective_us no.

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 hw-native-sys/simpler/multi-repo-dsv4flash-setup@git:20260721.f5e17fb
Exact content
mdr add hw-native-sys/simpler/multi-repo-dsv4flash-setup@sha256:b584dbff9c6fed77

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

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Versions

versioncommittedcommitsizeaudit
git:20260721.f5e17fb latest2026-07-21 f5e17fb 9,308 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 (9308 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

hw-native-sys/simpler · 36 stars · license NOASSERTION · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4wdjw34efxpiatf6
GET https://markdownregistry.com/api/v1/resolve?ref=hw-native-sys/simpler/multi-repo-dsv4flash-setup
GET https://markdownregistry.com/api/v1/blob/b584dbff9c6fed772661ca0f7909460df5398a17632fb83304716ae59e8b58f3

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