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What you can do with Triton Ascend Agent Dev Kit

A Shell toolkit of guides, project instructions, and 24 task-specific Agent Skills that helps AI agents write Triton-Ascend kernels for the Ascend NPU.

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Krusty84/triton-ascend-agent-dev-kit on GitHub

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What do you want to do?

3 use cases

  • Set up an agent workspace for Triton-Ascend work

    Build or download the kit and unpack it into the folder your AI agent works in.

    View prompt
    In the triton-ascend-agent-dev-kit workspace at <working-folder>, list AGENTS.md, triton-ascend-dev-doc.md, the triton-ascend-dev-doc/ folder, and the skills/ folder. Expected output: those four items with the number of entries in skills/. Verify that skills/ contains 24 task-specific skills, as the README states.

  • Have an agent draft a Triton-Ascend kernel

    Point the agent at the kit's guides and project rules before it writes kernel code for Ascend NPU.

    View prompt
    In the triton-ascend-agent-dev-kit workspace, read AGENTS.md and triton-ascend-dev-doc.md, then draft a Triton-Ascend kernel for <target-operation> and save it as <output-file>. Expected output: the kernel file plus a short list of the guide sections you used. Verify the kernel's Triton-Ascend calls against the official Triton-Ascend documentation before calling it done.

  • Delegate a Triton-Ascend task to a matching skill

    Pick one of the 24 bundled skills for a specific kernel job and run it through the agent.

    View prompt
    In the triton-ascend-agent-dev-kit workspace, list the skills/ folder, choose the skill that best fits <task-description>, and apply it to <target-kernel>. Expected output: the skill name you chose, the changes made, and a one-line reason for the choice. Verify the changes against the matching guide in triton-ascend-dev-doc/.

How to use Triton Ascend Agent Dev Kit

  1. Check you have what it needs: A shell to run the build script, or access to the repo's Releases page to download an archive; An AI agent that can read files in a working folder; Access to an Ascend NPU environment for running the kernels the agent produces.
  2. Open Krusty84/triton-ascend-agent-dev-kit on GitHub and read the README and license.
  3. Run build-workspace-agent-specific-kit.sh from the repo, or download the archive for your agent from the Releases page instead.
  4. Take the archive for your agent from the dist/ folder.
  5. Unpack the archive into the agent's working folder.
  6. Open AGENTS.md and triton-ascend-dev-doc.md so the agent knows the project rules and how to load the guides.

These steps come from our top use case, Set up an agent workspace for Triton-Ascend work, which also has a copy-paste agent prompt.

Triton Ascend Agent Dev Kit alternatives · Best AI repos for Software and DevOps

About this repo

Requirements

  • A shell to run the build script, or access to the repo's Releases page to download an archive
  • An AI agent that can read files in a working folder
  • Access to an Ascend NPU environment for running the kernels the agent produces
  • Familiarity with Triton-Ascend, since the README points to its official docs for reference
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Questions about Triton Ascend Agent Dev Kit

What is Triton Ascend Agent Dev Kit?

A Shell toolkit of guides, project instructions, and 24 task-specific Agent Skills that helps AI agents write Triton-Ascend kernels for the Ascend NPU. It is an open-source project on GitHub: https://github.com/Krusty84/triton-ascend-agent-dev-kit.

Who is Triton Ascend Agent Dev Kit for?

Written for developers on Ascend NPU hardware who want an AI agent to help write Triton-Ascend kernels.

What can I do with Triton Ascend Agent Dev Kit?

3 use cases so far, for example: Set up an agent workspace for Triton-Ascend work; Have an agent draft a Triton-Ascend kernel; Delegate a Triton-Ascend task to a matching skill. Each has steps and a copy-paste agent prompt.

What do I need to run Triton Ascend Agent Dev Kit?

A shell to run the build script, or access to the repo's Releases page to download an archive; An AI agent that can read files in a working folder; Access to an Ascend NPU environment for running the kernels the agent produces; Familiarity with Triton-Ascend, since the README points to its official docs for reference.

What are alternatives to Triton Ascend Agent Dev Kit?

Other hot AI repos in Software and DevOps: Harness2, iFixAi, Orca, Diagram Design, AI Memory.

Is Triton Ascend Agent Dev Kit safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.