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53,183
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machine-learning
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ai-dev-guidelines

Comprehensive AI/ML development guide for LangChain, LangGraph, and ML model integration in FastAPI. Use when building LLM applications, agents, RAG systems, sentiment analysis, aspect-based analysis, chain orchestration, prompt engineering, vector stores, embeddings, or integrating ML models with FastAPI endpoints. Covers LangChain patterns, LangGraph state machines, model deployment, API integration, streaming, error handling, and best practices.

siti34
siti34
data-ai
open
llm-ai
0

ui-skills

Opinionated constraints for building better interfaces with agents.

raduceuca
raduceuca
data-ai
open
llm-ai
0

memory-management

Persistent memory for Claude across conversations. Use when starting any task, before writing or editing code, before making decisions, when user mentions preferences or conventions, when user corrects your work, or when completing a task that overcame challenges. Ensures Claude never repeats mistakes and always applies learned patterns.

raoulbia-ai
raoulbia-ai
data-ai
open
productivity-tools
0

koog

JetBrains Koog AI Agent framework - use for building AI agents, LLM integration, tool calling, and AI-powered workflows in Kotlin

AndVl1
AndVl1
tools
open
llm-ai
0

implement-sonnet

Implement code using sonnet model with full main context access

cskwork
cskwork
data-ai
open
llm-ai
0

gemini-image-generator

Generate images using Google's Gemini API. Use when creating images from text prompts, editing existing images, or combining reference images for AI-generated visual content.

ckorhonen
ckorhonen
data-ai
open
productivity-tools
0

using-context7

Expert at finding and using official documentation via Context7 MCP for Next.js 16, React 19, FastAPI, Better Auth, and SQLModel. Teaches WHEN to query (framework specifics, not basics) and HOW to query effectively (specific vs broad).

ItsKumailHere
ItsKumailHere
tools
open
productivity-tools
0

session-continuity

Ensures smooth handoff between AI sessions by capturing context and next steps before session ends.

fangdev24
fangdev24
tools
open
productivity-tools
0

ai-council

Multi-AI collaboration protocol using shared file editing. Use when major decisions require diverse AI perspectives (Claude, Grok, Gemini, etc.) to debate and reach consensus. AIs write directly to debate files, eliminating manual copy/paste.

mkalhitti-cloud
mkalhitti-cloud
tools
open
productivity-tools
0

skills-search

This skill should be used when users want to search, discover, install, or manage Claude Code skills from the CCPM registry. Triggers include requests like "find skills for PDF", "search for code review skills", "install cloudflare-troubleshooting", "list my installed skills", "what does skill-creator do", or any mention of finding/installing/managing Claude Code skills or plugins.

nguyendinhquocx
nguyendinhquocx
tools
open
knowledge-base
0

rails-code-generation

This skill should be used when the user asks to "generate Rails code", "create a model", "create a controller", "add a migration", "write Rails tests", "set up background jobs", "configure Rails app", or discusses Rails conventions, best practices, ActiveRecord patterns, Hotwire/Stimulus, ViewComponent, RSpec testing, or Ruby on Rails development. Based on Evil Martians' AGENTS.md.

FlorinPopaCodes
FlorinPopaCodes
documentation
open
llm-ai
0

github-multi-repo

Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration

adebold
adebold
data-ai
open
llm-ai
0

transcribe

Speech-to-text with local NVIDIA Parakeet (NeMo) via the transcribe CLI.

ci
ci
data-ai
open
productivity-tools
0

knowledge-extract

Extract learnings from sessions into permanent project knowledge. Use when user says 'extract knowledge', 'digest sessions', 'save learnings', or wants to close sessions and preserve insights. AI proposes, user approves.

MuhammedAlkhudiry
MuhammedAlkhudiry
tools
open
technical-docs
0

agents-md-creator

AIコーディングエージェント向けの指示書「AGENTS.md」を作成するスキル。プロジェクトにAIエージェントが作業するための文脈と指示を集約するファイルを作成したい場合に使用します。「AGENTS.mdを作成」「AIエージェント用の指示書を作る」「エージェント向けREADMEを作成」などのリクエストでトリガーします。OpenAI Codex、Claude Code、GitHub Copilot、Cursorなど、複数のAIエージェントで共通利用できるオープンな標準フォーマットです。

ks6088ts-labs
ks6088ts-labs
documentation
open
llm-ai
0

execution-protocol

Create an execution protocol—a complete spec for an AI agent working on a project.

Ilm-Alan
Ilm-Alan
data-ai
open
productivity-tools
0

openai-image-gen

Generate and save images/panels for Obsidian-style campaign logs and lore entries using the OpenAI Images API (gpt-image-1.5 or gpt-image-1) with OPENAI_API_KEY from .env.

maitlandmarshall
maitlandmarshall
tools
open
productivity-tools
0

worldcrafter-skill-selector

Meta-skill for selecting correct WorldCrafter skill. Use when unclear which skill to use, request maps to multiple skills, need to orchestrate skills, user asks for guidance, or ambiguous requests need clarification. Provides decision trees and trigger matching for feature-builder (complete features with forms), database-setup (tables/migrations/RLS), test-generator (add tests), route-creator (simple pages/APIs), auth-guard (authentication/authorization), ai-assistant (AI generation/suggestions/consistency), visualization (maps/timelines/graphs), and chatgpt-setup (MCP integration). Do NOT use when request clearly maps to one skill or trigger phrases clearly indicate specific skill.

hopeoverture
hopeoverture
tools
open
productivity-tools
0

moodle-ai-integration

Integrate with Moodle AI Subsystem (4.5+). Create custom Actions, Providers, and Placements for AI-powered features.

astoeffer
astoeffer
tools
open
ide-plugins
0

setup-cdk-editor

Use when setting up VS Code or Cursor for Claude Code - configures settings, installs recommended extensions, sets up keybindings, and creates workspace templates optimized for AI-assisted development

auge2u
auge2u
tools
open
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