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LLM & AI

Large Language Models and AI agents.

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llm-ai
0

semantic-searchsearch

Use when searching the codebase with natural language queries like "authentication logic" or "database connection"

adam-hanna
adam-hanna
data-ai
open
llm-ai
0

pr-review

Autonomous multi-agent PR review orchestrator. Spawns parallel workers to process all AI review comments until PR is ready for merge. Supports CodeRabbit, Gemini, Codex, Sourcery, Qodo, Copilot agents. Triggers: "review PR", "PR review", "process comments", "AI review", "orchestrate review", "review cycle"

thebtf
thebtf
data-ai
open
llm-ai
0

run-synth-server

Instructions for starting the MCP Synth server (FastAPI) for synthetic data generation and tools.

rusmirbecirovic
rusmirbecirovic
data-ai
open
llm-ai
0

10-new-session-150

[10] NEW. Start a NEW session for this project. Use when beginning a fresh task to load AGENTS.md, MEMORY.md, core project context (README), then create a NEW session log and confirm readiness.

MykhailoDmytriakha
MykhailoDmytriakha
data-ai
open
llm-ai
0

agent-configuration

Configure agent specs, inheritance, skills, and tools in .parac/ workspace. Use when setting up or customizing agents.

IbIFACE-Tech
IbIFACE-Tech
data-ai
open
llm-ai
0

llm-evaluation

LLM testing and evaluation tools including promptfoo, trulens, and evals frameworks

FlexNetOS
FlexNetOS
data-ai
open
llm-aimarketplace
0

agent-native-architecture

Build AI agents using prompt-native architecture where features are defined in prompts, not code. Use when creating autonomous agents, designing MCP servers, implementing self-modifying systems, or adopting the "trust the agent's intelligence" philosophy.

Folly-Partners
Folly-Partners
data-ai
open
llm-ai
0

context-monitor

Monitors context token usage and warns when approaching limits. Automatically activates when context usage exceeds thresholds (30k, 50k, 70k tokens). Provides recommendations for context management and /clear usage. Auto-activates based on token usage, no specific keywords needed.

Youngger9765
Youngger9765
data-ai
open
llm-ai
0

create-skill

Create a new agent skill following the Agent Skills specification. Use this when the user asks to create a new skill or update an existing one to match the standard.

hhk7734
hhk7734
data-ai
open
llm-ai
0

ollama-rag

Build RAG systems with Ollama local + cloud models. Latest cloud models include DeepSeek-V3.2 (GPT-5 level), Qwen3-Coder-480B (1M context), MiniMax-M2. Use for document Q&A, knowledge bases, and agentic RAG. Covers LangChain, LlamaIndex, ChromaDB, and embedding models.

cuba6112
cuba6112
data-ai
open
llm-ai
0

add-tool

Add a new tool to an existing backend agent. Use when adding tool to agent, creating new agent capability, extending agent functionality, or when user says "add tool", "new tool", "agent capability", or "extend agent".

baglett
baglett
data-ai
open
llm-ai
0

safe-agent-minimal

Agent with minimal Gemini safety settings using default threshold only

Unicorn
Unicorn
data-ai
open
llm-ai
0

claude-code-features

Explains Claude Code's extensibility features (skills, slash commands, hooks, MCP servers, settings, CLAUDE.md). Use when the user asks about Claude Code capabilities, how to set up custom commands, how to create skills, how to configure hooks, MCP server integration, or any meta-questions about Claude Code itself like "can you do X" or "how do I make you do Y".

carlo-spada
carlo-spada
data-ai
open
llm-ai
0

prompt-engineering

Use when creating prompts for Claude or other LLMs, need help structuring prompts effectively, want to improve prompt quality, or need templates for simple or complex prompting tasks. Provides Anthropic's official 10-component framework, best practices for Claude 4.x models, and ready-to-use templates.

laurenj3250-debug
laurenj3250-debug
data-ai
open
llm-ai
0

context-handover

Create concise handover summary for seamless continuation in new chat session

aikdeirel
aikdeirel
data-ai
open
llm-ai
0

meme-generation

Generate relevant memes using the memegen.link API. Use this skill when users request memes, want to add humor to content, or need visual aids for social media. Supports hundreds of popular meme templates with custom text and styling options.

franklinbaldo
franklinbaldo
data-ai
open
llm-ai
0

session-advisor

多模型协作的SESSION管理顾问。当调用Codex或Gemini前,自动提供SESSION复用/新开建议。当用户讨论多模型协作、SESSION管理、上下文隔离时使用。

pure-maple
pure-maple
data-ai
open
llm-ai
0

langgraph-fundamentals

Core concepts for building LangGraph applications. Use when creating StateGraph workflows, defining nodes and edges, managing state with TypedDict/Pydantic, or understanding basic graph structure. Covers state schemas, reducers, node functions, edge types (normal, conditional), and graph compilation.

rozwer
rozwer
data-ai
open
llm-ai
0

rules-maintenance

检查和更新 Claude Rules 内容。包括格式检查、统计数据同步、过时内容清理。使用 /rules-cleanup 或 /rules-update 调用。

j4xie
j4xie
data-ai
open
llm-ai
0

auto-claude-updater

Auto-update system for Auto-Claude skills and documentation. Use when checking for updates, synchronizing with upstream, updating skills automatically, or managing version compatibility.

adaptationio
adaptationio
data-ai
open
llm-ai
0

prompt-engineer

Expert prompt engineering for Claude 4 models (Sonnet 4.5). Use when crafting prompts, optimizing AI responses, implementing chain-of-thought, or improving prompt clarity and effectiveness. Specializes in Claude-specific techniques and best practices.

amo-tech-ai
amo-tech-ai
data-ai
open
llm-ai
0

problem-solution-dialogue

Use when the user explicitly invokes this skill to discuss an issue and choose the best approach among multiple options, especially when requirements, constraints, or tradeoffs are unclear.

pianzhu
pianzhu
data-ai
open
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