MLOps
模型部署、评估与运维
@tank/opencode-config-mastery
tankpkg
Expert OpenCode configuration for any project. Covers opencode.json schema, MCP server setup (local STDIO, remote HTTP, OAuth), provider and model configuration (75+ providers, custom/local models), plugin management (oh-my-opencode, morph, wakatime), agent wiring in config, custom slash commands, rules/instructions files, keybinds, permission system, and security best practices for MCP servers. Includes trusted MCP server catalog and context budget management strategies. Synthesizes OpenCode source (sst/opencode), official docs, MCP specification, OWASP MCP security guidelines, and community ecosystem analysis. Trigger phrases: "opencode.json", "opencode config", "configure opencode", "MCP server", "mcp setup", "add mcp", "mcp config", "mcp oauth", "opencode provider", "add provider", "custom provider", "local model", "ollama opencode", "LM Studio", "opencode plugin", "oh-my-opencode", "opencode permission", "permission config", "bash permission", "slash command", "custom command", "opencode command", ".opencode", "instructions file", "rules file", "AGENTS.md", ".cursorrules", "opencode keybind", "keybinds", "context budget", "too many tools", "MCP security", "tool poisoning", "opencode setup", "configure model", "small_model", "enabled_providers", "disabled_providers", "opencode agent config", "watcher ignore", "opencode share", "opencode theme", "opencode lsp", "opencode formatter", "variable substitution", "{env:}", "{file:}", "/connect", "auth.json", "mcp-auth.json"
standards-alignment
Semprini
Use this skill when the user mentions a named industry standard (BIAN, ISO 20022, FHIR, ACORD, TM Forum, etc.), when modelling a recognised industry domain (banking, payments, insurance, healthcare, telecoms, retail), or when populating the Reference column of any MD-DDL summary table. Also use when the user asks whether a concept already exists in a standard, or when two modelled concepts might map to the same standard object.
eld-model-link-map
CAPHTECH
Deprecated: /eld-spec-link を使用してください。 このスキルは後方互換のためのエイリアスです。すべての呼び出しは /eld-spec-link に転送されます。
eld-model-law-discovery
CAPHTECH
Deprecated: /eld-spec-discover を使用してください。 このスキルは後方互換のためのエイリアスです。すべての呼び出しは /eld-spec-discover に転送されます。
ask-laravel-architect
NavanithanS
Laravel scaffolding for SQL or Mongo (Official/Jenssegers), SoftDeletes, API standards.
gcp-batch-inference
viktor-ferenczi
Running batch inference on Google Cloud (also known as Vertex AI)
onnx-webgpu-converter
jakerains
Convert HuggingFace transformer models to ONNX format for browser inference with Transformers.js and WebGPU. Use when given a HuggingFace model link to convert to ONNX, when setting up optimum-cli for ONNX export, when quantizing models (fp16, q8, q4) for web deployment, when configuring Transformers.js with WebGPU acceleration, or when troubleshooting ONNX conversion errors. Triggers on mentions of ONNX conversion, Transformers.js, WebGPU inference, optimum export, model quantization for browser, or running ML models in the browser.
pyside6-mvc
DS-codi
"Use this skill when building Python desktop applications using PySide6 with strict MVC architecture where all UI is defined by .ui files. Covers architecture patterns, controller/model/view separation, signal handling, and .ui file workflows."
model-usage
Heldinhow
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
currying-inference
marius-townhouse
Use when generic types aren't inferred. Use when builder patterns need better types. Use when creating new inference sites.
project-development
ken-cavanagh-glean
Design and build LLM-powered projects from ideation through deployment. Use when starting new agent projects, choosing between LLM and traditional approaches, or structuring batch processing pipelines.
gitlab-ci
grandcamel
"GitLab CI/CD pipeline operations. ALWAYS use this skill when user wants to: (1) view pipeline status, (2) run/trigger pipelines, (3) view/retry jobs, (4) trace job logs, (5) download artifacts, (6) lint CI config."
Model Serving Skill
vivekgana
Model Serving Documentation
accurate-environment-model
marius-townhouse
Use when defining global types. Use when augmenting window. Use when typing environment variables. Use when working with build-time constants. Use when configuring type definitions.
pyside6-qml-views
DS-codi
Use this skill when creating QML view files, designing QML component hierarchies, building layouts, styling QML controls, creating reusable QML components, implementing QML navigation / page switching, or working with QML resources. Covers QML file structure, component patterns, Material/Controls styling, resource management, and common QML idioms for desktop applications.
context-fundamentals
ken-cavanagh-glean
Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.
qwen3-tts-mlx
AGISeek
Local Qwen3-TTS speech synthesis on Apple Silicon via MLX. Use for offline narration, audiobooks, video voiceovers, and multilingual TTS.
run-claude
LostAbaddon
向助手发出协助请求，适用于需要在隔离的独立环境中执行复杂编程任务、任务规划、文稿撰写的场景。
delta-live-tables
vivekgana
Delta Live Tables (DLT) pipeline patterns and examples for building declarative, self-healing data pipelines with automatic quality enforcement and lineage tracking.
did-core
hairyf
W3C DID Core specification—DID/DID URL syntax, data model, core properties, verification methods, services, representations, and DID methods.
transformation-workflow
hummbl-dev
Practical application guide for HUMMBL's 6 transformations (Perspective, Inversion, Composition, Decomposition, Recursion, Meta-Systems). Includes when to use each transformation, combination patterns, analysis templates, output formats, real-world examples, and common pitfalls. Essential for applying mental models effectively in problem-solving and analysis.
advanced-evaluation
ken-cavanagh-glean
Master LLM-as-a-Judge evaluation techniques including direct scoring, pairwise comparison, rubric generation, and bias mitigation. Use when building evaluation systems, comparing model outputs, or establishing quality standards for AI-generated content.
run-gemini
LostAbaddon
向助手发出协助请求，适用于长文阅读理解、网络搜索、网页读取、文章翻译、网页与前端界面制作等任务场景。
ML Monitoring Skill
vivekgana
Lakehouse Monitoring