Use when you need to evaluate whether a newly released or candidate library (e.g., spectrum_utils v0.4.
Multi-LLM intelligent switching. Use command 'multi llm' to activate local model selection based on task type. Default uses Claude Opus 4.5.
Run a task through multiple LLMs (Claude, Codex, Gemini, Grok, Mistral) independently and require agreement before proceeding.
Consult external LLMs (Gemini, OpenAI/Codex, Qwen) for second opinions, alternative plans, independent reviews, or delegated tasks.
Guide for orchestrating multiple LLMs via the llm-gateway — use when delegating tasks to Codex, Gemini, Grok, or Mistral, running parallel reviews, or managing cross-LLM…
Deep operational guide for 8 multi-model databases. ArangoDB (AQL, SmartGraphs, Foxx), SurrealDB (SurrealQL, LIVE SELECT), FaunaDB (FQL v10, distributed ACID), Cosmos DB (5…
Use Gemini to find existing solutions before building from scratch. Leverages Google Search grounding to discover code examples, libraries, and best practices to avoid re — from…
Correct patterns for invoking Codex CLI and Gemini CLI as independent reviewers from Claude Code. Covers headless invocation, context bundling, output parsing, dual-model…
Get a merged answer from a configured multi-model pool. Automatically prompt-engineers the query first, queries available models in parallel, and merges results into one best…
Use when coordinating complex tasks across multiple AI agents with a centralized handoff document for planning, execution tracking, and feedback fusion.
3-aşamalı çok modelli akıl yürütme pipeline'ı. Karmaşık teknik sorular için Haiku (parse) → Opus (reasoning) → Sonnet (write) zinciri çalıştırır.
Fan out the same task to multiple models, compare their responses, synthesize a "best of all worlds" answer.
Cross-validate decisions using multiple AI models (Codex, Gemini, Grok). Use when "get a second opinion", evaluating approaches, or high-stakes decisions.
Use more than one model or tool deliberately, playing to their differences rather than switching at random. Use when one model is consistently weak on part of your workflow.
Use when working in a multi-module Maven project. Covers parent POM conventions, shared dependency management, inter-module rules, and build ordering.
Attach, secure and operate additional 3x-ui panels as nodes of a master panel — probe before saving, choose a TLS trust mode (verify/skip/pin/mTLS), select which inbounds sync,…
Assemble 6 sub-figures (A–F) into a high-resolution composite figure with consistent labels, padding, and publication-ready DPI.
A panel-review skill that critiques ONE artifact (launch post, README, doc, markdown, plan, design) via 3-5 disjoint user-perspective personas running in parallel, then…
Adopt multiple expert personas sequentially for complex problem analysis from diverse perspectives. Single-agent only — do NOT spawn sub-agents.
Use when a question or task deserves multiple independent perspectives before answering — the agent decides if the question is simple (answer directly) or complex (run the full…
Structure a decision or design challenge through multiple perspectives before committing to action. Use as a synthesis step after scoping, mapping, and dilemma navigation when a…
多视角评审技能，融合 gstack 的 CEO/Design/Eng/DevEx 四视角 review 方法论。 在每次评审中从多个角色视角审查同一产出，避免单一视角盲区， 增强现有 /team-review 的评审深度。
Multi-platform content publisher via browser automation. Post text+images to Weibo, Xiaohongshu, Zhihu, Twitter/X, Reddit, V2EX, Douban, LinkedIn, and more —...
Multi-agent code review system that spawns three independent Claude sub-agents to review PR diffs. Each agent receives files in different randomized order to reduce ordering bias.
Manage and compare multiple affiliate programs as a portfolio. Triggers on: "manage my affiliate programs", "compare my programs", "portfolio overview", "which program should I…
Bridge concepts and decisions across the operator's multi-project Brain corpus by traversing the graphify knowledge graph, applying the operator's anonymisation rules so…
Contoh skill multi-provider search aggregator. Demonstrasi pattern untuk menggabungkan beberapa sumber data dengan fallback.
Use when search queries need better recall through query expansion - generates multiple query variants, retrieves with each, and fuses results using RRF for improved retrieval…
Complete reference for multi-recording pipeline configuration parameters, prerequisites, and MCP configuration tools.
Use when you have paired microbiome-metabolome (or similar multivariate) datasets and want to quantify whether training on a superset of features (e.g., both annotated and…
Multi-repository orchestration for coordinating atomic changes across dependent repositories. Tracks dependency graphs, coordinates cross-repo PRs, and detects breaking changes.
Concrete qwen3-14B guide on NPU against the current worktree's simpler. Points at simpler's own in-repo qwen3_14b_decode example (zero cross-repo), then covers the two cross-repo…
Diagnose and recover from stale git lock files in multi-repo workspaces, especially with submodules
Cross-repo synchronization, KIVA, NEXUS, gateway GPU, ECOS_ROOT. Use when user mentions 'sync multi-dépôts', 'KIVA', 'NEXUS', 'gateway GPU'.
Multi-perspective content review — evaluate content simultaneously from 4 reader viewpoints (beginner, expert, skeptic, competitor).
Use when you have two or more independently processed MemoMatrix objects (each generated from a separate sample set) and your analysis goal requires direct comparison of MS2…
Use when you have two or more independent scoring functions ranking the same set of candidate links (GCF-MF pairs, BGC-spectrum associations, etc.), and you want to determine…
Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowle — from…
【国内精简版】多种免费搜索方式在互联网上搜索最新信息，10个国内网站（精简7个国内不能访问的海外网站）\n\n核心能力:\n- 研究工具领域的专业化AI辅助工具\n\ - 基于高人气开源Skill深度优化升级\n- 移除风险代码,增强安全性和稳定性\n\n适用场景:\n- 数据研究、文献分析、信息收集\n- 独立开发者与一人公司效率提升\n\ -…
多源資料結合方法論架構師(頂刊資料嚴謹度標準):把多個獨立資料源(付費資料庫如 TEJ + 免費官方揭露如 MOPS + 政府開放資料 +…
Cross-reference scan across all open changes and capability specs at G1 Approve to detect conflicting requirements, contradictory EARS clauses, and shared code-path collisions…
Guide for building multi-step forms with sequential wizard creation and tab-based editing. Use when creating complex forms that span multiple sections, require per-step…
Designing forms with multiple steps, progress indicators, conditional logic, and save-and-resume mechanics.
Niche agent for multi-step operation safety: authorization sequence conflicts in batch/multi-step operations, and infrastructure address targeting via public on-behalf-of functions
Orchestrates parallel worker subagents executing a 4-step workflow, streaming mid-flight milestone progress reports back to the parent orchestrator via send_message.
A 股多策略组合器。当用户需要使用多种经典量化策略 (双均线/海龟交易/布林带/网格/均值回归等) 时,Claude 应使用此 Skill。支持多策略组合投票、参数优化。
When a number (skill count, repo count, test count) appears in multiple files, they WILL diverge:
Use when when baseline MLP or GNN models for spectral prediction show limited performance on metabolite annotation tasks, and you have access to auxiliary spectral topic labels…
完整的 AI 驱动编程工作流。包含：(1) 多团队并行开发（OpenClaw + Claude Code/Codex/OpenCode），(2) 一人公司模式（单日 90+ 提交），(3) Playwright 自动化测试（E2E/API/视觉/性能），(4) 自动 PR 管理和合并。适用于独立开发者、初创团队、开源项目维护。
Defines tenant isolation, data minimization, and egress controls for multi-tenant agent systems.
Verifies multi-tenant data isolation in DataPilot. Use proactively when writing database queries, services, or any code that accesses data to ensure tenant_id isolation is…
Design secure, multi-tenant LLM hosting platforms with tenant isolation, quotas, billing attribution, noisy-neighbor protection, and per-tenant policy controls.
Multi-tenant content platform development skill for Yalla London. Handles multi-site routing, bilingual content (EN/AR), SEO optimization, affiliate management, autonomous content…
How autonomous agents emit multiple independent tool calls in a single turn (tool_calls array), enabling parallel execution via Promise.all and slashing turn roundtrips by 70%.
Multi-Unit-Franchise und Area-Developer-Strukturen rechtlich gestalten: Entwicklungsvereinbarung, Eröffnungspflichten, Gebietsrechte, Haftung des Area Developers für…
Multi-user workspace management with sandbox permissions, user profiles, and relationship networks.
Spawn isolated sub-agents representing distinct worldviews (Elon, Capitalist, Monkey) to debate decisions from multiple angles.
Use when you observe sawtooth or discontinuous peak profiles in EICs after running tardisPeaks() on LC-MS data acquired with multiple overlapping or sequential m/z scan windows…
Guide for setting up cross-platform Scala projects (JVM + Scala.js + Scala Native) using sbt-multiarch-scala
Use when you have split multi-assay LC-MS intensity data into training (90%) and test (10%) subsets with assay-specific column prefixes, and you need to fit a discriminant or…