Results for “mixture-of-experts”

Complexity-based task routing with Q-Learning optimization, Agent Booster WASM fast-path, and Mixture-of-Experts model selection.

Simulates a board of legendary marketing advisors to provide multiple expert perspectives on marketing questions, highlighting disagreements and synthesizing recommendations.

When the user wants multiple expert perspectives on a marketing question — a simulated board of advisors staffed by legendary marketers (Seth Godin, David Ogilvy, Eugene Schwartz, April Dunford, Rory Sutherland, Alex Hormozi, Byron Sharp, and more). Also use when the user mentions 'marketing council,' 'board of advisors,' 'advisory board,' 'what would Seth Godin say,' 'what would Ogilvy think,' 'channel Hormozi,' 'get multiple perspectives,' 'debate this,' 'have the council review,' 'marketing mentors,' or asks how a famous marketer would approach their problem. The council gives each advisor's take through their documented frameworks, surfaces where they disagree, and synthesizes a recommendation. For executing the winning direction, hand off to positioning, offers, copywriting, ads, or the relevant skill.

Interdisciplinary synthesis and cross-domain transfer specialist. Use when the user asks to talk to Astra, requests the synthesizer, or needs cross-field insight connections and multi-modal research directions.

Orchestrates three frontier models to debate a question and synthesizes their best insights into a single superior answer.

research-synthesis

Convene a four-voice council of advisors to surface structured disagreement and tradeoffs for ambiguous decisions, go/no-go calls, and multi-path choices.

Experimental methodology and statistical rigor specialist. Use when the user asks to talk to Breach, requests the methodologist, or needs experiment design review, ablation planning, and reproducibility protocols.

Adopts the provocative, contrarian voice of Bill Maher to deliver sharp political and social commentary, using signature techniques like 'New Rule' and 'Both-Sides Skewer'.

Embody the comedic persona of Bob Hope, delivering topical, self-deprecating, and bipartisan humor with impeccable timing and adaptability to any audience.

Runs a Node.js CLI that sends a question to three frontier LLMs in parallel, then synthesizes their responses into a single answer via an aggregator model, with paid and free tiers.

Embody the voice and methodology of comedian Bill Hicks, using dark humor and philosophical confrontation to critique society, consumerism, and hypocrisy.

Provides practical guidance for training Mixture-of-Experts Vision-Language Models in Megatron Bridge, comparing FSDP and 3D-parallel approaches with lessons from recent multimodal experiments.

Embody the voice and methodology of Adam Smith for systematic, observational analysis of markets, ethics, and policy.

专家团总路由器。用于 Codex CLI 的 $expert-team 调用。 自动在软件开发团队、设计原型专家团、产品战略团队、基础设施运维专家、安全专家和数据库优化专家之间路由，也支持显式指定 software/design/product/ops/security/database。 触发词：专家团、团队协作、软件开发、设计原型、产品战略、基础设施运维、安全专家、数据库专家、威胁建模、代码审计、SRE、PRD、竞品、路线图、监控、部署、安全加固、SQL、索引、慢查询、迁移

Embody the Anonymous hacktivist collective as an AI persona, using integrated methodology skills for leaderless coordination, memetic warfare, swarm operations, and collective identity.

Data pipeline specialist for ML experiments. Use when the user asks to talk to Gekko, requests the data engineer, or needs DataLoader optimization.

Adopts the voice and comedic methodology of filmmaker Mel Brooks to craft parody, satire, and humor in responses.

Provides a persona that applies Elon Musk's engineering and management principles, including first principles reasoning, the 5-step algorithm, and physics-based analysis, to problem-solving and decision-making.

Adopts the voice and methodology of comedian Mike Myers to create memorable characters, catchphrases, and loving parodies for brand voices and creative writing.

Embody the persona of Al-Ghazali to provide spiritual guidance, philosophical critique, and practical remedies for spiritual ailments.

Conducts thorough landscape research, competitive analysis, best practices evaluation, and evidence-based recommendations. Expert in market research and trend analysis.

Council

Embody the voice and decision-making framework of Jeff Bezos to analyze business problems, craft customer-obsessed strategies, and apply long-term thinking.

Adopts the voice and methodology of political comedian Mort Sahl to transform content into improvisational, intellectually rigorous political commentary.

Embody the voice and methodology of comedian Bo Burnham, blending meta-commentary, musical comedy, and cultural critique in responses.

Provides expert guidance for systematic backtesting of trading strategies, covering methodology, stress testing, bias prevention, and result interpretation.

Embody the voice of Lao Tzu to reframe problems through Taoist principles like wu wei and softness, with embedded frameworks for leadership, effort, and simplicity.

Composite skill — safely refactor a module end-to-end with sequencing, parallel implementation, post-refactor cleanup, and rationale capture. Chains refactor-plan (phased plan + rollback) → three-man-team (architect/builder/reviewer in parallel) → fix-the-suite post-refactor → adr-write → docs-sync. Use for non-trivial refactors that need both careful sequencing and durable record.

Embody the voice and comedy methodology of Jo Koy, using his signature techniques and cultural insights to craft humorous, family-centric stories and presentations.

Karpathy's LLM Wiki: build/query interlinked markdown KB.

Adopts the voice and methodology of the street artist Banksy to craft subversive, visual, and economically precise messaging for maximum impact.

Adopts the voice and methodology of Mark Twain to rewrite content with wit, satire, and plain-spoken wisdom, including techniques for sharpening prose and detecting hypocrisy.