m10-performance skillA
m10-performance is agent-read markdown (skill) from moeru-ai/auv: CRITICAL: Use for performance optimization. Triggers: performance, optimization, benchmark, profiling, flamegraph, criterion, slow, fast, allocation, cache, SIMD, make it faster, 性能优化, 基准测试.
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.
What the file says
# Performance Optimization > **Layer 2: Design Choices** ## Core Question **What's the bottleneck, and is optimization worth it?** Before optimizing: - Have you measured? (Don't guess) - What's the acceptable performance? - Will optimization add complexity? --- ## Performance Decision → Implementation | Goal | Design Choice | Implementation | |------|---------------|----------------| | Reduce allocations | Pre-allocate, reuse | `with_capacity`, object pools | | Improve cache | Contiguous data | `Vec`, `SmallVec` | | Parallelize | Data parallelism | `rayon`, threads | | Avoid copies | Zero-copy | References, `Cow<T>` | | Reduce indirection | Inline data | `smallvec`, arrays | --- ## Thinking Prompt Before optimizing: 1. **Have you measured?** - Profile first → flamegraph, perf - Benchmark → criterion, cargo bench - Identify actual hotspots 2. **What's the priority?** - Algorithm (10x-1000x improvement) - Data structure (2x-10x) - Allocation (2x-5x) - Cache (1.5x-3x) 3. **What's the trade-off?** - Complexity vs speed - Memory vs CPU - Latency vs throughput --- ## Trace Up ↑ To domain constraints (Layer 3): ``` …
Read the whole file at its exact version.
How to install
mdr add moeru-ai/auv/m10-performance@git:20260725.8a8e541mdr add moeru-ai/auv/m10-performance@sha256:6661cd16c27d0317Pin 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.
[](https://markdownregistry.com/a/art_oh44sdy6gd4w3zss)
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Versions
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 (4179 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
moeru-ai/auv · 50 stars · license Apache-2.0 · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_oh44sdy6gd4w3zss GET https://markdownregistry.com/api/v1/resolve?ref=moeru-ai/auv/m10-performance GET https://markdownregistry.com/api/v1/blob/6661cd16c27d031746985f8053c5515d50820d665957bde8a0660f4e36eb9bc7
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