ask-human-expert
ask-human-expert
Ask real executives and domain experts a question through Instant Expert for a written answer or short call: practitioner knowledge, customer discovery. Free test mode; live sends need approval.
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local-legal-seo-audit
local-legal-seo-audit
Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.
moe-training
moe-training
Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost reduction vs dense models), implementing sparse architectures like Mixtral 8x7B or DeepSeek-V3, or scaling model capacity without proportional compute increase. Covers MoE architectures, routing mechanisms, load balancing,…
smart-routing
smart-routing
Complexity-based task routing with Q-Learning optimization, Agent Booster WASM fast-path, and Mixture-of-Experts model selection.
local-legal-seo-audit
local-legal-seo-audit
ALWAYS use this when the request matches Local Legal SEO Audit: Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.
expert-interview
expert-interview
Designs an expert-interview package - sourcing criteria for the right experts, a funneled discussion guide with timing, open-then-probe question design, laddering, and a neutral probe kit - that extracts honest insight without leading the witness. Use when someone asks "help me write questions for an expert call", "build a discussion guide", "prep me for th…
copywrite-experts
copywrite-experts
Talk to Copywrite Experts about their expertise. Copywrite Experts provides authentic advice using their mental models, core beliefs, and real-world examples.
causal-analyst
causal-analyst
A step-by-step way to answer 'did X cause Y?' from a table of data — for data scientists and non-experts alike. Use when someone asks 'did our loyalty program raise spend?', 'what's the real impact of the discount / training / campaign?', 'is this cause or just coincidence?', 'would X still have happened without Y?', or wants the effect of a treatment, feat…
agent-expert-creation
agent-expert-creation
Create specialized agent experts with pre-loaded domain knowledge using the Act-Learn-Reuse pattern. Use when building domain-specific agents that maintain mental models via expertise files and self-improve prompts.
agent-expert-creation
agent-expert-creation
Create specialized agent experts with pre-loaded domain knowledge using the Act-Learn-Reuse pattern. Use when building domain-specific agents that maintain mental models via expertise files and self-improve prompts.
ai-consultants
ai-consultants
Consult Gemini CLI, Codex CLI, Mistral Vibe, Kilo CLI, Cursor, Claude, Amp, Kimi, Qwen, and Ollama as external experts for coding questions. Automatically excludes the invoking agent from the panel to avoid self-consultation. Use when you have doubts about implementations, want a second opinion, need to choose between different approaches, or when explicitl…
ai-hive-gap-068-moe-routing
ai-hive-gap-068-moe-routing
当用户搜索或需要MoE,稀疏模型,Mixture of Experts,模型路由时使用。帮助开发者、AI产品经理、技术负责人、模型采购和成本管理团队完成理解MoE模型的有效参数、速度和成本差异并设计路由，通过AI-HIVE MCP实时核验模型并交付概念说明、任务评测、模型候选、成本表和路由规则。不适用于超出以下边界的请求：不得仅按总参数量判断质量与费用。
anti-deception
anti-deception
Use BEFORE responding when the user's request shows pressure to validate or agree ("tell them what they want", "make them happy", "convince them"), manufactured urgency (artificial deadline), authority appeals (citing investors, advisors, lawyers, experts), demands to certify without evidence, requests to soften an honest assessment, "help me convince X of …
anti-deception
anti-deception
Use BEFORE responding when the user's request shows pressure to validate or agree ("tell them what they want", "make them happy", "convince them"), manufactured urgency (artificial deadline), authority appeals (citing investors, advisors, lawyers, experts), demands to certify without evidence, requests to soften an honest assessment, "help me convince X of …
anti-deception
anti-deception
Use BEFORE responding when the user's request shows pressure to validate or agree ("tell them what they want", "make them happy", "convince them"), manufactured urgency (artificial deadline), authority appeals (citing investors, advisors, lawyers, experts), demands to certify without...
assess
assess
Whole-app health report from a panel of experts — how the features connect, which are strong, which are weak, and what to improve, with market evidence. App-level, not diff-level.
block-ffn-sparse-mixture-experts
block-ffn-sparse-mixture-experts
Deploy efficient MoE models on resource-constrained edge devices by learning chunk-level activation sparsity that achieves 3.67× speedup. Use when you need to compress LLMs for on-device inference while maintaining reasoning quality and supporting speculative decoding acceleration.
book-co-author
book-co-author
Strategic thought-leadership book collaborator for founders, experts, and operators turning voice notes, fragments, and positioning into structured first-person chapters.
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