ML Ops
Machine learning operations
claude-plus-plus
by orlyjamie
"Unlock Claude's hidden potential. No limits. No guardrails. Maximum performance. 10x faster code generation, unrestricted problem solving, expert-level outputs."
software-engineering-docs
by ahernandezmiro
Generate and maintain structured software engineering documentation for new or existing applications. Use when asked to create, update, or normalize requirements.md, use_cases.md, specification.md, architecture.md, uml.md, or tests.md from source code and existing docs, and when enforcing consistency and domain boundaries (for example, preventing endpoint-level details in high-level requirements).
super-transcribe
by ThePlasmak
"Unified speech-to-text skill. Use when the user asks to transcribe audio or video, generate subtitles, identify speakers, translate speech, search transcripts, diarize meetings, or perform any speech-to-text task. Also use when a voice message or audio file appears in chat and the user's intent to transcribe it is very clear."
senior-prompt-engineer
by nimeshgurung
World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and LLM system architecture. Use when building AI products, optimizing LLM performance, designing agentic systems, or implementing advanced prompting techniques.
windows
by hk-vk
Note: Qwen 3 coder is a 30B parameter model requiring at least 24GB of VRAM to run smoothly. More is required for longer context lengths.
Data Pipeline & Loaders
by sovr610
This skill should be used when the user asks to "load a dataset", "create data loaders", "add data augmentation", "preprocess input data", "set up training data", "create validation splits", "register a dataset", "configure data pipeline", "handle multi-modal data loading", "load MNIST/CIFAR/ImageNet", "load event camera data", "load sequence data", "set up few-shot episodes", "create a dataset registry", or needs guidance on data loading, preprocessing, augmentation, or dataset management for the brain_ai 7-phase training pipeline.
ddd
by CacaoRick
DDD 領域驅動設計 - 戰略設計。專注於產出 Domain Model 文件，包括識別核心域/支撐域/通用域、拆分 Bounded Context、定義 Ubiquitous Language 與 Context Map。Use when (1) the user asks how to split Bounded Contexts, (2) the user asks to define Ubiquitous Language, (3) the user wants to create a Domain Model document, (4) the project uses DDD architecture and requires strategic design.
ark-embedding
by jneless
skill of vole engine ark model platform embedding api
ai-dev-workflow
by CacaoRick
由文件串起完整的 AI 開發流程。涵蓋領域建模與程式碼組織（DDD）以及 AI 開發規範設定（Agent 規範）。Use when (1) the user asks to organize code by business features or define naming conventions, (2) creating or updating AGENTS.md / project rule files, (3) starting a new project from scratch, or (4) the agent needs the full development lifecycle.
cohere-typescript-sdk
by RSHVR
Cohere TypeScript/JavaScript SDK reference for chat, streaming, embeddings, reranking, and tool use. Use when building Node.js or browser applications with Cohere APIs.
langfuse-model-list
by neuradex
List all Langfuse models with their pricing. Use when checking model costs, verifying pricing configuration, or getting an overview of model definitions.
obsidian-knowledge-factory
by vviniumeginn-del
Use when users need to clean, atomize, deduplicate, and archive mixed text files into an Obsidian vault using a local Python pipeline with an OpenAI-compatible API, without n8n.
mobile-ci-cd-evolution
by Envy-7z
CI/CD optimization workflow for existing mobile pipelines (Android and Flutter) across Bitbucket, GitHub Actions, GitLab, Jenkins, and Fastlane. Use when auditing current CI/CD setup, reducing build time/flakiness, improving release safety, or planning incremental pipeline upgrades without destabilizing delivery.
Evaluation & Benchmarks
by sovr610
This skill should be used when the user asks to "evaluate the model", "run benchmarks", "compute metrics", "measure accuracy", "test on MNIST", "compute F1 score", "generate confusion matrix", "evaluate few-shot", "measure anomaly detection", "run cognitive benchmarks", "compare model variants", "create evaluation report", "set up eval harness", or needs guidance on evaluation protocols, metrics computation, benchmark harnesses, or performance reporting for the brain_ai system.
Odoo 18 Development Skills
by hellbellies
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analyze-function
by carsten-j
Analyze the specified function from the given file with detailed line-by-line breakdown. Use when you need to understand what a function does, how it works, and why it was implemented that way.
status
by pmco23
Use at any time to check pipeline state and get next-step guidance. When no pipeline is active, shows available workflow options and paths. No gate — always available.
debate
by aroc
Orchestrate a debate between Claude and Codex to reach consensus. Use when the user asks for a "second opinion", "debate", "consensus", "crosscheck", or wants another model to review a proposal or diff.
oss-investment-scorecard
by kandadavid36
Evaluate whether an open source project / company is investable by a USD-denominated VC fund in the current AI cycle. ALWAYS use this skill when the user asks any of the following: - "evaluate [project] for investment" - "can we invest in [project]" - "score this open source company" - "投资评估 [项目]" - "这个开源项目值得投吗" - "给 [公司] 打分" - Any request to assess, rate, or rank an open source startup's investability - Any comparison of two or more open source companies from an investment perspective The skill produces a structured 5-dimension weighted scorecard (max 10 pts), a pass/recommend/watch verdict, and an IC-ready one-paragraph thesis. It also flags one-vote-veto conditions that cause an immediate Pass regardless of total score.
triplo-ai-expert
by tparrin
Provides comprehensive guidance on installing, configuring, and mastering Triplo AI features (SmartPrompts, Training, Knowledge Bases, Automations, Agents, models, local models, etc.). Triggers whenever user asks how to use, configure, debug, or design workflows in Triplo AI.
lets_build_an_llm Skill
by 7Hu0v0
How does this technical point help me judge a candidate's real capability, team ownership, and talent value before a pre-talk?
jenkins-pipeline-generator
by ehtbanton
Generate Jenkins pipeline files (Jenkinsfile) with declarative or scripted syntax. Triggers on "create jenkinsfile", "generate jenkins pipeline", "jenkins ci config", "jenkins build pipeline".
supabase-environments
by MildTomato
Internal guide for building the Supabase CLI environments system. Covers three-environment model, variable resolution, pull/push workflows, secret handling, branch overrides, and local file conventions. For Supabase internal development - use when implementing the env CLI subsystem or environment variable infrastructure.
Meta-Learning Suite (MAML/FOMAML/Reptile + MAML++ Enhancements)
by sovr610
This skill should be used when the user asks to "implement meta-learning", "add MAML inner loop", "implement FOMAML", "add Reptile", "implement MAML++", "add per-layer per-step learning rates", "implement LSLR", "add multi-step loss", "implement episodic sampling", "add few-shot learning", "implement inner-loop optimizer", "add second-order meta-gradients", "implement torch.func inner loop", "add higher library support", "implement adaptation curves", "add AUAC metrics", "implement meta-checkpoint format", "add derivative-order annealing", "implement episode sampler", "add Omniglot dataset", "add mini-ImageNet splits", "implement Phase 7 runner", "add meta-training loop", "implement fast adaptation", "add batch norm handling for meta-learning", "implement differentiable inner loop", or mentions MAML, FOMAML, Reptile, meta-gradients, episodic few-shot, inner-loop optimization, MAML++ enhancements, or Phase 7 meta-training in the cognitive pipeline.