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53,183
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llm-ai
1

optimizing-context

Provides unified interface for all context engineering patterns. Use when optimizing AI agent context: compression, degradation detection, KV-cache optimization, or session management.

Git-Fg
Git-Fg
data-ai
open
productivity-tools
1

response-rater

Run headless AI CLIs (Claude Code, Gemini, OpenAI Codex, Cursor Agent, GitHub Copilot) to rate an assistant response against a rubric and return actionable feedback plus a rewritten improved response; use for response quality audits, prompt/docs reviews, and "have another AI critique this answer" workflows.

oimiragieo
oimiragieo
tools
open
system-admin
1

executing-plans

AI agent follows implementation plans systematically with progress tracking, quality gates, and blocker resolution. Use when implementing features, following plans, or executing tasks.

doanchienthangdev
doanchienthangdev
tools
open
llm-ai
1

dspy-ruby

This skill should be used when working with DSPy.rb, a Ruby framework for building type-safe, composable LLM applications. Use this when implementing predictable AI features, creating LLM signatures and modules, configuring language model providers (OpenAI, Google Gemini, Ollama), building agent systems with tools, optimizing prompts, or testing LLM-powered functionality in Ruby applications.

i3ringit
i3ringit
data-ai
open
productivity-tools
1

agent-sop-creator

Guide for creating Agent SOPs (Standard Operating Procedures). Use this skill when the user wants to create a new SOP workflow for AI agents, write an agent procedure, or needs help with SOP format and best practices. Triggers on requests like "create an SOP", "new agent workflow", "help me write an SOP", "create a procedure for agents", or "SOP template".

natsirtguy
natsirtguy
tools
open
productivity-tools
1

agent-openai-builder

Beginner workflow for OpenAI Agent Builder (visual workflow builder). Use when the user wants to build agent workflows in the OpenAI platform UI and deploy via ChatKit or SDK.

Treytucker05
Treytucker05
tools
open
llm-ai
1

writing-claude-prompts

Best practices for writing Claude Code skills, CLAUDE.md files, and prompts optimized for Opus 4.5. Use when creating or reviewing skills, writing agent instructions, or optimizing prompts for Claude 4.x models.

stephendolan
stephendolan
data-ai
open
llm-ai
1

vla-patterns

Vision-Language-Action model integration patterns for cognitive robotics with ROS 2.

uneezaismail
uneezaismail
data-ai
open
productivity-tools
1

agent-platforms

Guide for multi-platform skill compatibility across Claude Code, Codex, Gemini CLI, Cursor, GitHub Copilot, and other AI coding agents.

gmh5225
gmh5225
tools
open
llm-ai
1

generating-prompts

Creates optimized prompts for Claude-to-Claude pipelines with research, planning, and execution stages. Use when building prompts that produce structured outputs for other prompts to consume, or when running multi-stage workflows. Do not use for simple prompts, single-step tasks, or basic conversational AI.

Git-Fg
Git-Fg
data-ai
open
llm-ai
1

example-skill

This is an example skill demonstrating the correct SKILL.md format. Use this as a reference when users want to learn how to create skills. Contains all required and recommended sections.

Awakehsh
Awakehsh
data-ai
open
productivity-tools
1

claude-artifact-creator

Creates, improves, and validates Claude Code artifacts (skills, agents, commands, hooks). Use when creating domain expertise skills, specialized task agents, user-invoked commands, extending Claude Code capabilities, improving existing artifacts, reviewing artifact quality, analyzing code for automation opportunities, or consolidating duplicate artifacts.

thapaliyabikendra
thapaliyabikendra
tools
open
productivity-tools
1

local-brain

Delegate complex, multi-step codebase exploration to local Ollama models. Best for analysis, review, and understanding tasks that require reasoning across multiple files.

IsmaelMartinez
IsmaelMartinez
tools
open
productivity-tools
1

api-monitor

Monitor and analyze narrative API logs from Google Cloud Run. Use when (1) Investigating Cloud Run API errors or failures, (2) Analyzing API usage costs and optimizing spend, (3) Measuring scenario generation performance (duration, citations), (4) Reviewing custom scenario generation requests, (5) Understanding user/IP access patterns, (6) Debugging production issues. DO NOT use for local Docker debugging (use docker logs), real-time monitoring (Cloud Logging has 1-2min delay), or Vite dev server logs (use browser console).

enufacas
enufacas
tools
open
system-admin
1

frankx-daily-execution-system

Helps execute Frank's daily workflow using the FRANKX-SUPERINTELLIGENT-AGENT-SYSTEM, Starlight Intelligence, and productivity methodologies for conscious creation

frankxai
frankxai
tools
open
productivity-tools
1

ai-ml-integration

AI/ML APIs, LLM integration, and intelligent application patterns

miles990
miles990
tools
open
llm-ai
1

using-skills

Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists

tuantiensiu
tuantiensiu
data-ai
open
academic
1

text-metrics

Probability-based text analysis providing GLTR token rank histograms, DetectGPT curvature probes, and Coh-Metrix-inspired cohesion metrics. Designed to compose with ai-check for comprehensive AI writing pattern detection.

astoreyai
astoreyai
research
open
llm-ai
1

ros2-patterns

ROS 2 node templates and message types for robotics development. Use when creating ROS 2 nodes, understanding message types, or writing publisher/subscriber patterns.

zeeshan080
zeeshan080
data-ai
open
productivity-tools
1

migration-guides

Migration guides - from other AI tools, version upgrades, config migration. Use when switching from Cursor, Copilot, or Cody, upgrading Claude Code versions, or migrating configurations and customizations.

hgeldenhuys
hgeldenhuys
tools
open
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