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tenstorrenttenstorrentOfficial·5 Agent Skills Included

tt-mlir

Compile and optimize ML models for Tenstorrent hardware

Compiles machine learning models into optimized binaries for Tenstorrent accelerators using MLIR dialects. Guides adding new compiler ops, decomposing fused operations, and lowering code across TTIR, TTNN, and D2M layers. Automates cross-repo PR validation, simulator CI uplifts, and op-by-op compile testing to catch regressions early.
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npx skills add tenstorrent/tt-mlir --all -g -y
Available:

Gives your AI agent the exact build, lint, and test commands plus coding rules needed to safely modify and verify changes in this compiler project.

All Skills in This Repository (5)

Pure Emerald Level Indicators
📦 In Repo
tenstorrenttenstorrent

add-ttir-builder-op

...

Official
Advanced
📦 In Repo
tenstorrenttenstorrent

validate-tt-mlir-against-tt-xla

Automate cross-repo validation of tt-mlir pull requests against tt-xla CI.

Official
Advanced
📦 In Repo
tenstorrenttenstorrent

add-op

Guide engineers through adding a new operation to the tt-mlir stack.

Official
Advanced
📦 In Repo
tenstorrenttenstorrent

ttir-decomposition-for-ttmetal

Register TTIR composite op decomposition patterns for the TTMetal backend.

Official
Advanced
📦 In Repo
tenstorrenttenstorrent

add-ttir-d2m-lowering

Automate TTIR elementwise lowering to D2M for TTMetal in MLIR.

Official
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install tt-mlir?▼

Run `npx skills add tenstorrent/tt-mlir --all -g -y` in your terminal to install all skills in this suite globally.

What does tt-mlir do?▼

It is an open-source compiler that translates machine learning models into optimized binaries for Tenstorrent AI hardware like Wormhole and Blackhole.

How to add a new op to tt-mlir?▼

The add-op skill walks your agent through every layer, from dialect definitions and conversions to flatbuffer serialization, runtime code, and tests.

Can I validate a tt-mlir PR against tt-xla?▼

Yes. The validation skill cherry-picks your PR onto the pinned commit, triggers tt-xla CI, and reports pass or failure results back to the PR.

Do I need compiler experience to use these skills?▼

No. The skills give your agent step-by-step instructions, file locations, and code templates so it handles the compiler details for you.

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