AI & LLM Engineering · For students and educators

This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise…

aiskillstore/marketplace

Apply the bioengineering, mechanobiology, and lymphatic transport reasoning of J.

K-Dense-AI/mimeo

Design short-term, long-term, and graph-based memory architectures.

aiskillstore/marketplace

Run Azure SDK QA bot evaluations on curated datasets locally, including a single test case.

Azure/azure-sdk-tools

OpenLoomi entrypoint for skill-only agent runtimes without a plugin mechanism.

melandlabs/openloomi

Evaluate WooAIAssistant against a structured scenario suite with hard invariants + LLM-as-judge rubric scoring.

woocommerce/woocommerce-ios

Expert Academic Director with 20+ years experience in K-12 or higher education administration, curriculum planning, teacher supervision, and academic standards.

theneoai/awesome-skills

Build a knowledge base from web content with Firecrawl. An agent skill from firecrawl/skills.

firecrawl/skills

A skill your agent uses when designing a study that benchmarks AI systems against a human-expert panel, before data collection.

Aperivue/medsci-skills

Decide where to enforce structured LM output (constrain at decode time with Outlines vs validate-and-retry with Instructor vs grammar with Guidance) and which failure stance to take…

agentsope/SkillAlchemy

Eval-driven skill tuning. An agent skill from ClawBio/ClawBio.

ClawBio/ClawBio

Expert Academic Planner with 12+ years experience in K-12 and higher education planning, career counseling, and college admission guidance.

theneoai/awesome-skills

Cross-framework enhancement overlay for choosing a multi-agent topology BEFORE writing any agent.

agentsope/SkillAlchemy

Apply the bioengineering, translational systems biology, and tissue modeling frameworks of Linda Griffith, Professor of Biological Engineering at MIT and tissue engineering pioneer.

K-Dense-AI/mimeo

Applies the reasoning of Pieter Abbeel, robotics and reinforcement learning expert, UC Berkeley professor, and co-founder of Covariant.

K-Dense-AI/mimeo

Applies the reasoning of Stuart Russell, AI safety expert, UC Berkeley professor, and co-author of 'Artificial Intelligence: A Modern Approach'.

K-Dense-AI/mimeo

Launch, relaunch, or sweep STANDARD (non-agentic) SkyRL RL on CINECA Leonardo — GRPO on math/reasoning datasets (gsm8k, MATH/aime) and on-policy distillation (OPD, teacher→student) — via raw sbatch…

open-thoughts/OpenThoughts-Agent

AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generative AI, cloud architecture, cost…

aws/agent-toolkit-for-aws

DINOv3 continual self-supervised pre-training. An agent skill from NVIDIA/skills.

NVIDIA/skills

NVDINOv2 for self-supervised visual representation learning.

NVIDIA/skills

This skill should be used when the user asks to "evaluate LLM output quality", "set up LLM-as-judge", "build an eval rubric", "compare model outputs pairwise", or "measure agent quality".

borghei/Claude-Skills

Decomposed, multi-criteria metric design for LLM pipelines. An agent skill from agentsope/SkillAlchemy.

agentsope/SkillAlchemy

Project-kickoff rubric for the self-host vs managed-cloud decision — when is running your own inference engine / LLM platform worth the ops cost vs paying per-token for a managed API?

agentsope/SkillAlchemy

A skill your agent uses when a learner asks for help with MATLAB homework, labs, projects, graded assignments, take-home exams, quizzes, or any programming task where academic integrity, course…

matlab/agent-skills-playground

Suede AI eval design and coverage audit: AI-SPEC, failure-mode rubric with severity scoring, concrete pass/fail eval cases, coverage and infrastructure scores, and mechanical acceptance gates.

JasonColapietro/suede-creator-skills

Build practice environments and evaluation gyms where agents can try, fail, and learn from feedback.

LearnPrompt/andrej-karpathy-skills

Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph.

neo4j-contrib/neo4j-skills

Show MemPalace memory system status — drawer counts, wings, rooms, knowledge graph stats, and embedding model state.

dimetron/pi-go

为 AI博主爬取 项目生成智能体辅助整理的可读口播稿章节。用于创建 publishtranscriptdocstofeishu.py 所需的 curation JSON，或在需要读取本地视频转写稿并在保持原意的前提下，重写成中文标题、段落和保守 ASR 修正的结构化可读稿时使用。

dragon-hh/ai-boshu-crawler

Prompt engineering frameworks for building, testing, versioning, and evaluating prompts: chain-of-thought, few-shot, regression testing, and rubrics.

borghei/Claude-Skills

LLM prompt engineering: analyzes failure modes, generates variants (direct, few-shot, CoT), designs rubrics, produces test suites.

Mathews-Tom/armory

Before any explanation or answer, require the learner to produce a free-recall attempt and confidence rating.

GarethManning/education-agent-skills

Build a library of metacognitive prompts targeting planning, monitoring, or evaluation for a specific task.

GarethManning/education-agent-skills

Design and implement memory architectures for agent systems.

aiskillstore/marketplace

Build a per-target knowledge-base markdown next to the active profile by walking the BSP root and source tree.

NVIDIA/skills

Structured LLM outputs with Instructor — Pydantic models as response schemas for OpenAI, Anthropic, and any OpenAI-compatible API.

AlexAI-MCP/hermes-CCC

This skill should be used when the user asks about "hospital margins", "cost reports", "HCRIS", "payer mix", "occupancy", "uncompensated care", "hospital capex capacity", "will hospitals buy", or…

hh-health-AI/healthcare-equity

Design an evaluation plan for an LLM or AI feature before shipping it.

mohitagw15856/pm-claude-skills

Run a rigorous candidate reference check that surfaces real signal.

mohitagw15856/pm-claude-skills

A skill your agent uses for PaddleViT's DINO self-supervised vision-transformer pretraining, multi-crop data contracts, teacher/student configuration, single- or multi-GPU launch planning…

VectorSpaceLab/AREX-Skill

Design a structured outdoor learning sequence embedding curriculum objectives in an available outdoor space.

GarethManning/education-agent-skills

Local hybrid search for markdown notes and docs. An agent skill from sundial-org/awesome-openclaw-skills.

sundial-org/awesome-openclaw-skills

Provide graduated assistance from abstract conceptual nudge to concrete procedural step, with reflection required before each escalation.

GarethManning/education-agent-skills

When a learner gets something wrong or feels stuck, require them to diagnose the problem before receiving help.

GarethManning/education-agent-skills

Build machine vision inspection systems with MATLAB Visual Inspection Toolbox.

matlab/matlab-agentic-toolkit