benchmark-developer

النجوم١١

التفرعات١٧

آخر تحديث١٨ مارس ٢٠٢٦ في ٢٢:١٦

Skill for Analyst / PR roles to compare cross-stack performance and publish reproducible, community-facing benchmarks.

التثبيت

التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.

تشغيل في Manus

المصدر

llm-d

llm-d/llm-d-prism

فتح مستودع GitHub عرض مستودعات المنشئ

تنزيل

تشغيل في Manus

المهن ذات الصلةSOC

استنادا إلى تصنيف SOC المهني

مطوّرو البرمجياتمهن الحاسوب والرياضيات·SOC 15-1252

SKILL.md

readonly

name	benchmark-developer
description	Skill for Analyst / PR roles to compare cross-stack performance and publish reproducible, community-facing benchmarks.

Benchmark Developer (Analyst / PR) Skill

User Profile Goal

The primary goal of this profile is to compare the performance of llm-d optimizations against alternative inference stacks (e.g., Dynamo) and share easy-to-understand benchmarks with the broader community.

Agent Responsibilities

When designing and developing features for this user profile, you must:

Prioritize Presentation:
- Create high-quality, easy-to-understand visualizations and tables that are ready to be embedded into public reports, social media posts, or PR materials.
- Clearly highlight price/performance ratios of various components.
Lower the Technical Ceiling:
- Assume this user is a 3rd-party (3P) to the core llm-d community. Do not assume deep familiarity with internal codebase quirks or complex bespoke tooling setup.
- Create one-click reproducible scripts where possible.
Enable Cross-Stack Comparisons:
- Guide the generation of benchmarking tools that can smoothly test not just llm-d, but competitor stacks simultaneously for fairness and clear, objective reporting.

المزيد من هذا المستودع

نفس المستودع

enforce-development-loop

llm-d/llm-d-prism

Enforce the Product -> UI/UX -> Engineering development loop for new features. Run when starting a feature, reviewing progress, or before merging to main.

2026-07-0911

config-tuner

llm-d/llm-d-prism

Skill for helping Solutions Architects and Customer Engineers sweep configurations and find optimal end-to-end stack setups.

2026-03-1811

llm-d-feature-developer

llm-d/llm-d-prism

Skill for helping llm-d Feature Developers run, compare, and validate benchmarks for new optimization features.

2026-03-1811

llm-d-stack-operator

llm-d/llm-d-prism

Skill for helping Stack Operators monitor production stacks, perform regular stress tests, and detect regressions.

2026-03-1811

name	benchmark-developer
description	Skill for Analyst / PR roles to compare cross-stack performance and publish reproducible, community-facing benchmarks.

Benchmark Developer (Analyst / PR) Skill

User Profile Goal

Agent Responsibilities

When designing and developing features for this user profile, you must:

Prioritize Presentation:
- Create high-quality, easy-to-understand visualizations and tables that are ready to be embedded into public reports, social media posts, or PR materials.
- Clearly highlight price/performance ratios of various components.
Lower the Technical Ceiling:
- Assume this user is a 3rd-party (3P) to the core llm-d community. Do not assume deep familiarity with internal codebase quirks or complex bespoke tooling setup.
- Create one-click reproducible scripts where possible.
Enable Cross-Stack Comparisons:
- Guide the generation of benchmarking tools that can smoothly test not just llm-d, but competitor stacks simultaneously for fairness and clear, objective reporting.