build
Skill8.5k starsChanged 3 days agoBSD-3-ClauseView on GitHub
Build the GenieX SDK, CLI, Python bindings, or release packages, and run Go test coverage. Use when the user asks to build, rebuild, package, or measure coverage.
We split this skill into the rules it gives an agent
3 rules. 0 are common, 0 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 133 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 12
Rebuild the SDK: after any change under sdk/ or third-party/.
- Very specific: line 13
Windows: check the prerequisites in notes/build.md first (symlink rights, long paths, short Hexagon toolchain path).
- Very specific: line 16
After building, verify the binary you run is the one you built (see the geniex skill: an installed CLI on PATH can shadow it).
“Common” is measured: kept by at least 6 in 10 of the 133 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Build
notes/build.md is the source of truth. Read the section for the target and platform, then run it. Don't restate or improvise commands. If the notes are wrong, fix them in the same change.
- Order: the SDK first (CMake →
sdk/pkg-geniex/), then the CLI (Bazel links against it). Ifsdk/pkg-geniex/lib/lacks the bridge for this platform, build the SDK before the CLI. - Rebuild the SDK after any change under
sdk/orthird-party/. CLI-only changes need only Bazel. - Windows: check the prerequisites in notes/build.md first (symlink rights, long paths, short Hexagon toolchain path). Most "mysterious" failures are these.
- Linux / Android: build inside the toolchain container named in notes/build.md, not on the host.
- Coverage:
bazelisk coverage //... --combined_report=lcov, then render withgenhtml(lcov 2.x renders cleanly; 1.x ignores exclusion markers). - After building, verify the binary you run is the one you built (see the
geniexskill: an installed CLI on PATH can shadow it).
Trending
Quiet since March.about the whole repository
Who's talking about NexaAI/nexa-sdk
- A Hacker News story“Show HN: Nexa SDK – Build powerful and efficient AI apps on edge devices”Hacker News · Sep 8, 2024 · 27 points
- A Hacker News story“Run Qwen 2.5 Family and Other LMs in GGUF Format from HF Locally”Hacker News · Sep 18, 2024 · 11 points
- A Hacker News story“Benchmark GGUF model with ONE line of code”Hacker News · Oct 24, 2024 · 6 points
- QiuYannnn/Local-File-Organizer“Win - error with nexaai”GitHub · Nov 1, 2025 · 4 reactions
- NixOS/nixpkgs“Package request: nexaai”GitHub · Sep 8, 2024 · 2 reactions
The biggest 5 of 26 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 26
Talked about on GitHub and Hacker News (26 times).
On GitHub · 21
- Nov 1, 2025Win - error with nexaai — QiuYannnn/Local-File-Organizer4 reactions · 1 comment
- Sep 8, 2024Package request: nexaai — NixOS/nixpkgs2 reactions · 2 comments
- Oct 13, 2025404 on Nexa AI SDK download (Metal, macOS) — QiuYannnn/Local-File-Organizer1 reaction · 1 comment
- Aug 27, 2025Install did work, but not with info from docs — qualcomm/GenieX1 reaction · 2 comments
- Dec 11, 2024[Feature Request] Nexa AI support — expectedparrot/edsl1 reaction · 3 comments
16 more on GitHub
- Oct 18, 2024[FEATURE] Specify models download location — qualcomm/GenieX1 reaction · 2 comments
- Mar 16, 2026DeepSeek-OCR-GGUF crashes on macOS Apple Silicon with `GGML_ASSERT(device) failed`, while Qwen3-VL works — qualcomm/GenieX0 reactions · 3 comments
- Jan 9, 2026feat(downloader): add retry mechanism for model downloads — qualcomm/GenieX0 reactions
- Dec 18, 2025fix: capitalize sentence in libgomp1 warning message — qualcomm/GenieX0 reactions
- Nov 25, 2025[Android] License validation failed: Unable to write to license file — qualcomm/GenieX0 reactions · 7 comments
- Oct 30, 2025After initiating a new session on the web, the first time someone speaks, the service crashes. It is very easy to reproduce. — qualcomm/GenieX0 reactions · 9 comments
- Oct 22, 2025docs: update README with installation instructions for arm64 on Linux — qualcomm/GenieX0 reactions
- Oct 21, 2025Missing files for nexasdk-bridge project — qualcomm/GenieX0 reactions · 1 comment
- Oct 21, 2025RAG-Qwen3VL demo - missing requirements.txt file — qualcomm/GenieX0 reactions · 1 comment
- Oct 21, 2025Periodically i recieve Exception 0xc0000005 with NexaAI/Qwen3-VL-4B-Instruct-GGUF serve — qualcomm/GenieX0 reactions · 1 comment
- Oct 20, 2025404 Error: Missing Metal Wheel for Python 3.11 on macOS ARM64 — qualcomm/GenieX0 reactions · 2 comments
- Oct 14, 2025feat(local-apps): Add Nexa SDK integration — huggingface/huggingface.js0 reactions · 1 comment
- Aug 5, 2025Installation fails on macOS 15.5 (Sequoia) with ARM64 - wheel build error — qualcomm/GenieX0 reactions · 4 comments
- Jul 25, 2025use https for server — qualcomm/GenieX0 reactions · 1 comment
- Apr 16, 2025no module llama_cpp — QiuYannnn/Local-File-Organizer0 reactions · 11 comments
- Jan 23, 2025[FEATURE] change model support — OthersideAI/self-operating-computer0 reactions
On Hacker News · 5
- Sep 8, 2024Show HN: Nexa SDK – Build powerful and efficient AI apps on edge devices27 points · 4 comments
- Sep 18, 2024Run Qwen 2.5 Family and Other LMs in GGUF Format from HF Locally11 points · 1 comment
- Oct 24, 2024Benchmark GGUF model with ONE line of codesays it tested it6 points · 1 comment
- Nov 1, 2024Benchmark GGUF models with a one line of codesays it tested it1 point
- Oct 27, 2024Benchmark GGUF models with a ONE line of codesays it tested it1 point
Other versions146 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 146
- FalkorDB/FalkorDB★ 11ksame name
- microsoft/microsoft-ui-xaml★ 8.6ksame name
- hathach/tinyusb★ 7.2ksame name
- parcadei/Continuous-Claude★ 3.9ksame name
- parcadei/Continuous-Claude-v2★ 3.9ksame name
- parcadei/Continuous-Claude-v3★ 3.9ksame name
- pytorch/TensorRT★ 3ksame name
- oxsecurity/megalinter★ 2.6ksame name
- iPlug2/iPlug2★ 2.4ksame name
- clice-io/clice★ 1.4ksame name
136 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use backprop, finances and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
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Use when Gera talks about his money — logging an expense ("I spent X on Y"), checking where he stands this pay-period, closing a period, planning debt payoff, onboarding his financial picture, or asking for budgeting/finance opinions. Servy's financial brain. Triggers — "I spent", "log this expense", "where am I this period", "close the period", "how's my budget", "debt plan", "should I pay off", "finances onboard", "/finances".
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cpiprintSkillfavicon
Generate favicons from a source image
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madeehahassanSkillGo-Live
Pre-launch checklist. Use before making any app public, sharing a link externally, or announcing a product launch. Adapts to Claude Code, claude.ai, and Cowork.
Also in 3 projects that use this
TrevokeSkilldefine
Use when a new feature request, bug report, or work request needs requirements defined before implementation
Also in 3 projects that use this
JuliusBrusseeSkilldeepen
Optional design-improvement pass for when you have spare usage to drain. Finds the shallowest modules in the code the spec touches, researches a deeper design, and proposes refactors that shrink interfaces and hide decisions — behavior held constant, tests green before and after. Proposes §I/§V/§T edits, never silent rewrites. Triggers when the user says "deepen this", "improve the design", "this module feels shallow", "pull complexity down", "use spare budget on the codebase", or invokes /ck:deepen. Leans on the codebase-design skill's deep-module vocabulary when present.
Also in 3 projects that use this
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