domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
4.9K

web-tool-fallback

Implement fallback strategies when web-reading tools fail simultaneously

HKUDS
HKUDS
data-ai
open
machine-learning
4.9K

smart-poll-loop

Adaptive polling pattern with exponential backoff on failure, automatic recovery on success, and visibility-aware scheduling

HKUDS
HKUDS
data-ai
open
data-engineering
4.9K

ff-oce-dashboard

Generate the OCE shift status dashboard. Triggers on: 'generate shift dashboard', 'show dashboard', 'shift status', 'status dashboard', 'what's going on', or any request for a NON-SPECIFIC overview of current OCE status (incidents, pipelines, errors).

microsoft
microsoft
data-ai
open
llm-ai
4.9K

trigger-pipelines-for-copilot-pr

Trigger ADO pipelines for a Copilot-created PR by posting /azp run comments. Use when the user asks to trigger CI pipelines for a specific PR.

microsoft
microsoft
data-ai
open
llm-ai
4.9K

prompt-master

Generates optimized prompts for any AI tool. Use when writing, fixing, improving, or adapting a prompt for LLM, Cursor, Midjourney, image AI, video AI, coding agents, or any other AI tool.

nidhinjs
nidhinjs
data-ai
open
data-analysis
4.9K

reporter

生成 SQL 查询报表并生成可视化图表。当用户需要查询数据库并以报表形式展示结果时使用此技能,包括:统计销售数据、分析用户行为、生成业务报表、查询业务指标等。

xerrors
xerrors
data-ai
open
data-analysis
4.8K

infographic-creator

基于给定文字内容创建精美信息图。当用户请求创建信息图时使用。

antvis
antvis
data-ai
open
llm-ai
4.7K

tui-development

Guide for developing the OpenShell TUI — a ratatui-based terminal UI for the OpenShell platform. Covers architecture, navigation, data fetching, theming, UX conventions, and development workflow. Trigger keywords - term, TUI, terminal UI, ratatui, openshell-tui, tui development, tui feature, tui bug.

NVIDIA
NVIDIA
data-ai
open
machine-learning
4.7K

kiln-add-model

Add new AI models to Kiln's ml_model_list.py and produce a Discord announcement. Use when the user wants to add, integrate, or register a new LLM model (e.g. Claude, GPT, DeepSeek, Gemini, Kimi, Qwen, Grok) into the Kiln model list, mentions adding a model to ml_model_list.py, or asks to discover/find new models that are available but not yet in Kiln.

Kiln-AI
Kiln-AI
data-ai
open
machine-learning
4.7K

using-llm

List available large language models and send chat completion requests programmatically. Use this skill when you need to call an LLM within a snippet, including model comparison, visual understanding, batch inference, and model performance testing.

dtyq
dtyq
data-ai
open
data-engineering
4.5K

seo-schema

Detect, validate, and generate Schema.org structured data. JSON-LD format preferred. Use when user says "schema", "structured data", "rich results", "JSON-LD", or "markup".

AgriciDaniel
AgriciDaniel
data-ai
open
machine-learning
4.5K

profile

Profile ExecuTorch model execution. Use when measuring performance, analyzing operator timing, or debugging slow models.

pytorch
pytorch
data-ai
open
machine-learning
4.5K

cortex-m

Build, test, or develop the Cortex-M (CMSIS-NN) backend. Use when working on backends/cortex_m/, running Cortex-M tests, or exporting models for Cortex-M targets.

pytorch
pytorch
data-ai
open
llm-ai
4.5K

agentic-actions-auditor

Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference. Detects attack vectors where attacker-controlled input reaches AI agents running in CI/CD pipelines, including env var intermediary patterns, direct expression injection, dangerous sandbox configurations, and wildcard user allowlists. Use when reviewing workflow files that invoke AI coding agents, auditing CI/CD pipeline security for prompt injection risks, or evaluating agentic action configurations.

trailofbits
trailofbits
data-ai
open
llm-ai
4.4K

byterover

You MUST use this for gathering contexts before any work. This is a Knowledge management for AI agents. Use `brv` to store and retrieve project patterns, decisions, and architectural rules in .brv/context-tree. Uses a configured LLM provider (default: ByteRover, no API key needed) for query and curate operations.

campfirein
campfirein
data-ai
open
llm-ai
4.4K

peon-ping-use

Set which voice pack (character voice) plays for the current chat session. Automatically enables session_override rotation mode if not already set. Use when user wants a specific character voice like GLaDOS, Peon, or Kerrigan for this conversation.

PeonPing
PeonPing
data-ai
open
llm-ai
4.3K

model-management

Add, update, or remove text/image/video models. Handles any provider.

pollinations
pollinations
data-ai
open
data-analysis
4.3K

reporting

Guidelines for formatting reports using HTML details/summary tags

github
github
data-ai
open
llm-ai
4.3K

prompt-writing

Create, refine, and optimize high-quality YAML prompts for AI assistants. Use when working with prompt templates, system prompts, agent prompts, or any prompt engineering tasks. Provides structure guidelines, template patterns, and quality standards for YAML-based prompts.

ModelEngine-Group
ModelEngine-Group
data-ai
open
llm-ai
4.3K

enhance-prompt

Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures output for better generation results.

google-labs-code
google-labs-code
data-ai
open
llm-ai
4.3K

generate

Generate backend resources and properties from a natural language description

brocoders
brocoders
data-ai
open
data-analysis
4.2K

analyzing-apt-group-with-mitre-navigator

Analyze advanced persistent threat (APT) group techniques using MITRE ATT&CK Navigator to create layered heatmaps of adversary TTPs for detection gap analysis and threat-informed defense.

mukul975
mukul975
data-ai
open
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