Data and AI agents

oracle-samples/oracle-aidp-samples

Agent

Part of oracle-ai-data-platform-workbench-databricks-migrator

Use this agent when the user has pointed at a single Databricks notebook (.ipynb / .py / .scala) and wants to know what it does, what it depends on, what risks the migrator will hit, and which gotchas (from references/gotchas.md) will apply. Run before manually authoring an entry in a migration manifest, OR as a…

wigtn/wigtn-plugins

Agent

Part of wigtn-plugins

AI feature implementation specialist. Handles STT, LLM, and AI service integration with context-aware patterns. Auto-discovers project conventions before implementing. Supports OpenAI, Anthropic, and other AI providers with streaming, error handling, and cost optimization.

agentic-research/mache

Agent

Part of mache

Mount and explore structured data via mache FUSE filesystems. Use when: you need to survey, analyze, or answer questions about data exposed through mache schemas. Handles the full lifecycle: mount, explore, report, unmount. Example: 'Explore the NVD vulnerability database and summarize the top findings' or 'Mount the…

Madhan230205/token-reducer

Agent

Part of claude-token-reducer

Runs hybrid retrieval with strict FTS-first policy, BM25 lexical ranking, vector merge, and top 3-5 reranking for token-efficient context selection.

lazymac2x/agent-wiki

Agent

An example core for mobile and web apps that keeps records, statistics, and assistant answers based on one trusted data source.

raffertyuy/github-copilot-prompts

Agent Claude Code

Data engineer agent for SQL generation with database schema awareness.

cubeplexai/cubepi

Agent

How CubePi maximises prompt cache hit rates — append-only message storage, automatic cache breakpoints, and how to avoid breaking the cache.

aws-samples/sample-kiro-cli-prompts-for-product-teams

Agent Claude Code ✓ vendor

Use for the AI Framing phase (AI/ML products ONLY) — ML problem framing, input/output schemas, evaluation metrics with thresholds, and data strategy. Dispatch after Deep Market Research is approved and before the PRFAQ, when the product involves ML models, predictions, generative AI, or automated decisions.

cenconq25/claude-code-app-studio

Agent Claude Code

Owns the engineering of AI/LLM features in mobile apps: on-device inference (Core ML, TFLite, MLC), server-side inference (Anthropic, OpenAI, hosted Llama), prompt engineering for in-app agents, eval harnesses, latency/cost budgets, and fallback UX. Engage when adding any AI-driven feature to the app.

vaquarkhan/data-engineering-agent-skills

Agent

Use this persona when reviewing architecture decisions for data products and pipelines.

rp1-run/rp1

Agent

Part of rp1-base

Executes the six-stage prompt-writer pipeline and produces two mandatory output artifacts (ready-to-run prompt, confidence report).

datahub-project/datahub-skills

Agent

Part of datahub-skills

Research source systems for DataHub connector development. Gathers documentation, finds similar connectors, identifies entity mappings, and assesses implementation complexity. Returns structured findings for planning phase. Context: User wants to build a new DataHub connector for a source system. user: "Research…

datahub-project/datahub-skills

Agent

Part of datahub-skills

Execute DataHub search, browse, and lineage operations, retrieve entity metadata, and return structured results. Used by the datahub-search and datahub-lineage skills to delegate catalog queries. Context: User wants to find all Snowflake datasets with PII tags. user: "Search DataHub for Snowflake datasets tagged with…

Azure-Samples/claude

Agent

Deploy, verify, modify, debug, and tear down a Claude model deployment on Microsoft Foundry using the Azure-Samples/claude starter kit (Bicep or Terraform, single command: azd up). Drives the repo's own scripts and env-var contract over Microsoft Entra ID (no API keys).

zhouguoqing/QianYuan.AIAgenticFramework

Agent

Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation. Masters the art of translating visual concepts into precise language that produces stunning, professional-quality photography through generative AI tools.

sfc-gh-dflippo/snowflake-dbt-demo

Agent Claude Code

Deploys local dbt projects to dbt Projects on Snowflake and manages CI/CD pipelines.

Nagarjuna2997/ios-agent-skill

Agent Claude Code

Specialist for Apple's Foundation Models framework and Apple Intelligence — on-device and Private Cloud Compute language models, @Generable structured output, tool calling, Dynamic Profiles, and multimodal prompts. Use when building, reviewing, or debugging any on-device LLM feature. Enforces availability gating and…

frank-luongt/faos-skills-marketplace

Agent

Part of faos-ai-engineer

Agent "ai-engineer" from frank-luongt/faos-skills-marketplace, covering 🤖 ai engineer: huyen chip, identity and communication style.

jordanurbs/venice-video-harness

Agent Codex

Before filling any template below, decide what the shot is doing — the turn, the point of view, the power, the subtext — and name one intention. Then derive camera, lens, light, blocking, performance, and sound from that single intention. Do not stack "cinematic / epic / beautiful / masterpiece / 4k" adjectives; they…

TechNickAI/claude_telemetry

Agent Claude Code

Petra - The Wordsmith ✍️. Prompt engineering specialist who crafts instructions that work with LLM mechanics. Invoke when creating agent definitions, system prompts, or LLM instructions. Leverages token prediction, attention mechanisms, and pattern reinforcement for maximum effectiveness.

agenisea/ai-design-engineering-cc-plugins

Agent

Part of ai-design-engineer

Expert Data & ML Architecture Strategist. Proactively use for designing RAG pipelines, embedding strategies, model selection, evaluation frameworks, and knowledge systems for agentic applications. Produces intelligence layer blueprints.

AIFlowML/cursor_rules

Agent Claude Code

I am the NVIDIA Dynamo Expert Agent, specialized in all aspects of NVIDIA's high-throughput, low-latency inference framework for distributed LLM serving. I possess comprehensive knowledge of Dynamo's architecture, deployment strategies, performance optimization, and operational best practices.

lukas-grigis/ralphctl

Agent Claude Code

Prompt template specialist for ralphctl. Use when authoring or editing any .md under src/integration/ai/prompts/ /template.md or src/integration/ai/prompts/partials/, when adding a new placeholder, when adjusting how templates are loaded / substituted (engine/template-loader.ts, engine/substitute.ts…

DuvInc/duvlify

Agent

Two retrieval backends: a lexical index built at compile time that needs no account, and Cloudflare AI Search for hybrid semantic search when you want it.