Repository

mlc-ai/TIRx-harness agent skills

Every skill in the mlc-ai/TIRx-harness repository on GitHub, ranked by score, with the commands to install them.
skills
3
GitHub stars
134

GitHub description: “An Open Compiler Harness for Agentic GPU Programming”

Stars
134 (18 forks)
Licence
No licence
Last push
Oct 2026
Created
Sep 2026

Install all skills

skills CLI (any agent)
npx skills add mlc-ai/TIRx-harness

Add --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).

Skills in mlc-ai/TIRx-harness, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Skills in mlc-ai/TIRx-harness, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Authoritative reference for TIRx-lite authoring on TIRx: TIRx-lite APIs, canonical kernels, optimization guidance, PTX ISA, and GPU references.

mlc-ai/TIRx-harness134—~816Automated safety check: PassNo licenceyesterday
2

Debug and validate runnable TIRx kernels by selecting and executing the applicable correctness tools.

mlc-ai/TIRx-harness134—~1kAutomated safety check: PassNo licenceyesterday
3

Profile and optimize runnable TIRx kernels by selecting and executing the applicable measurement and analysis tools.

mlc-ai/TIRx-harness134—~783Automated safety check: PassNo licenceyesterday

Questions, answered from the data.

What is the best skill in mlc-ai/TIRx-harness?

Tirx Wiki from mlc-ai/TIRx-harness ranks first of the 3 skills in mlc-ai/TIRx-harness listed here, with the highest score: its repository has 134 GitHub stars, its SKILL.md loads about 816 tokens and it passes the automated safety check with no findings. Next come Tirx Debug Kernel and Tirx Profile Kernel.

Are the skills in mlc-ai/TIRx-harness official?

None yet. All 3 skills in mlc-ai/TIRx-harness listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.

How do I install all skills from mlc-ai/TIRx-harness?

Run npx skills add mlc-ai/TIRx-harness in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.