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AI & Machine Learning

20 of 697

goal-instruction-writersickn33-agentic-awesome-skills

Preview, draft, refine, or audit durable agent Goals with acceptance evidence, drift controls, proportional verification, and bounded waiting. Use for multi-stage work, not...

AI & Machine Learning
49K
using-lwcJanYork-using-lwc

Use when substantive project work, structural code questions, research, planning, debugging, architecture, decisions, document ingest, incident recovery, or verified context and...

AI & Machine Learning
2
vectoreeVectoreeAI-vectoree-skills

Use when the app or coding agent needs model capabilities (chat, speech, image, video, embeddings), app-user auth, Postgres, object storage, or other agent capabilities that can...

AI & Machine Learning
4
dbs-skill-makerdontbesilent2025-dbskill

制作新 Skill,或改进已有 Skill。先按改动规模给出方案并等待确认,再生成或修改文件,并用真实任务对比改动前后的表现。用户要求做 Skill、把反复出现的问题沉淀成 Skill、修改或修复 Skill、根据失败案例改进 Skill、检查或测试 Skill 时使用;只有用户明确要求分享或发布时,才准备 GitHub 仓库并验证 。

AI & Machine Learning
11.1K
bulk-image-generationwireflowINC-skills

Bulk AI image generation in Claude Code and Claude with Flux Pro Ultra through Wireflow. Turns a CSV, spreadsheet or list of prompts (or one prompt template plus a column of...

AI & Machine Learning
0
rag-engineersickn33-agentic-awesome-skills

Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications.

AI & Machine Learning
49K
embedding-strategiessickn33-agentic-awesome-skills

Guide to selecting and optimizing embedding models for vector search applications.

AI & Machine Learning
49K
llm-app-patternssickn33-agentic-awesome-skills

Architecture and integration sketches for LLM applications, with explicit retrieval, tool, privacy and verification boundaries.

AI & Machine Learning
49K
langfusesickn33-agentic-awesome-skills

Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI....

AI & Machine Learning
49K
hugging-face-evaluationsickn33-agentic-awesome-skills

Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running...

AI & Machine Learning
49K
context-window-managementsickn33-agentic-awesome-skills

Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot

AI & Machine Learning
49K
agent-evaluationsickn33-agentic-awesome-skills

Evaluate agent behavior with versioned cases and explicit verifiers. Use when comparing agent or prompt changes, reproducing failures, or running agent regression tests.

AI & Machine Learning
49K
ai-wrapper-productsickn33-agentic-awesome-skills

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc. ) into focused tools people will pay for. Not just "ChatGPT but different" - products that solve specific...

AI & Machine Learning
49K
advanced-evaluationsickn33-agentic-awesome-skills

Design LLM-as-judge rubrics, direct scores and pairwise comparisons. Use for judge models, evals, position bias and calibration against human labels.

AI & Machine Learning
49K
agent-evaluation-reportingsickn33-agentic-awesome-skills

Use when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.

AI & Machine Learning
49K
langfusesickn33-agentic-awesome-skills

Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI....

AI & Machine Learning
49K
azure-ai-openai-dotnetsickn33-agentic-awesome-skills

Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants.

AI & Machine Learning
49K
mcp-buildersickn33-agentic-awesome-skills

Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well...

AI & Machine Learning
49K
agent-evaluation-reportingsickn33-agentic-awesome-skills

Use when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.

AI & Machine Learning
49K
agent-memory-systemssickn33-agentic-awesome-skills

Design tenant-scoped memory, retrieval and retention for agents. Use when planning RAG, conversation history, vector stores or remembering across sessions.

AI & Machine Learning
49K