benchmark SKILL.md skillA
benchmark from hw-native-sys/simpler is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hw-native-sys/simpler/benchmark@git:20260827.39b5692Pins git:20260827.39b5692 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hw-native-sys/simpler
- Path
.claude/skills/benchmark/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260827.39b5692, committed Aug 27, 2026
- First version recorded
- Jul 2, 2026
- Size
- 17,946 bytes
- Repository stars
- 45
- License
- a license file GitHub does not identify
Benchmark runtime performance on hardware. If the current branch has commits ahead of upstream/main or uncommitted changes, compares against the fork point (merge-base). Otherwise benchmarks current state only. Use when the user asks to benchmark, measure performance, or compare latency.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Benchmark Workflow Benchmark runtime performance on Ascend hardware. Automatically detects whether to run a single benchmark or a comparison. ## Modes | Condition | Mode | What happens | | --------- | ---- | ------------ | | 0 commits ahead AND no uncommitted changes | **Single** | Benchmark current state and report its runtime-specific timing columns | | >= 1 commits ahead OR uncommitted changes | **Compare** | Benchmark merge-base (worktree) AND current workspace, show comparison table | ## Input Optional benchmark arguments forwarded to `tools/benchmark_rounds.sh`: ```text /benchmark /benchmark -d 4 -n 50 /benchmark -d 4 -d 6 /benchmark --serial-orch-sched ``` Extra arguments (`-n`, `-r`, `--serial-orch-sched`, etc.) are forwarded to `tools/benchmark_rounds.sh`. ### Device arguments (`-d`) The `-d` flag specifies NPU device IDs. **Hard rule: one benchmark process per device at any time.** Never run two benchmark processes on the same `-d` device concurrently — not two runtimes, not baseline + current, nothing. This prevents resource contention and ensures stable measurements. On a shared hardware host, the complete single or compare run must execute …
Read the whole file at its exact version.
How to install
mdr add hw-native-sys/simpler/benchmark@sha256:fc501f65913e9fe4The line at the top of this page pins the label git:20260827.39b5692, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_psma5ryplxoh5ugg)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 2, 2026 and Aug 27, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260827.39b5692 latest | 2026-08-27 | 39b5692 | 17,946 B | A | view · diff |
| git:20260818.9e32a99 | 2026-08-18 | 9e32a99 | 18,060 B | A | view · diff |
| git:20260814.317a19c | 2026-08-14 | 317a19c | 18,068 B | A | view · diff |
| git:20260709.ff9c85e | 2026-07-09 | ff9c85e | 14,474 B | A | view · diff |
| git:20260702.ae1592b | 2026-07-02 | ae1592b | 14,452 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17946 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
hw-native-sys/simpler · 45 stars · license a license file GitHub does not identify · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_psma5ryplxoh5ugg GET https://markdownregistry.com/api/v1/resolve?ref=hw-native-sys/simpler/benchmark GET https://markdownregistry.com/api/v1/blob/fc501f65913e9fe412b28e72a6c7e7c5ad9c07c029a244ab4ceffbee93096f5c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from hw-native-sys/simpler
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