Каталог навыков агентов

Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited...

---name: molecular-glue-discovery-agent

---name: molecule-evolution-agent

Featurizes small molecules with Molfeat for QSAR/QSPR, chemical similarity, virtual screening, and molecular ML. Covers...

Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMIL...

OpenClaw 原生安全插件——通过 MoltGuard API 检测工具结果与消息中的提示注入，可选本地净化网关在发送前脱敏 PII（银行卡/密码等），首次使用自动注册 API 密钥

AI chat interfaces with Makepad using MolyKit. Covers BotClient, SSE streaming, cross-platform async (PlatformSend, spaw...

CRITICAL: Use for MolyKit AI chat toolkit. Triggers on: BotClient, OpenAI, SSE streaming, AI chat, molykit, PlatformSend...

MONAD-grounded cognitive architecture for AI memory as morphemic substrate navigation. Memory is not storage but substra...

Conviction-trigger surveillance via Quartr keyword alerts — parse every active thesis's Conviction Triggers for named ob...

Monitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor...

Use this to measure and monitor the quality of a RAG (retrieval-augmented generation) pipeline - whether it retrieves th...

File-to-agent mapping and manifest generation for composite monorepo audits. Provides dynamic discovery of all config ag...

Determines phase and execution chain based on analysisContext (task type, complexity, signals). Use after uncertainty de...

PM workflow orchestrator. Analyzes user requests and automatically runs the optimal agent chain.

早朝开始，太子逐级收集系统与项目状态后呈上朝报

Use for the daily ~7AM prep — what needs Bryan, meeting prep, today's focus, yesterday's output, and token spend. Fires...

Expert guidance for building production-ready tool-calling agents with Databricks Mosaic AI Agent Framework. Use when us...

Guide for de novo and known motif enrichment analysis of ENCODE ChIP-seq and ATAC-seq peaks using HOMER and MEME Suite....

Extracts frames at regular intervals from dashcam videos to create compact visual summaries of vehicle movement and loca...

Fetches up-to-date, version-aware library documentation from the Context7 MCP server before working on a project.

Generates a static MOVA AI bootstrap pack for a target model/environment (no LLM calls). Input: env.mova_ai_bootstrap_ge...

Use for running station one-button flow (gates -> quality -> finish-branch -> episode store) with evidence paths and zer...

Create films with AI video generation by managing scripts, prompts, consistency, and production workflows from concept t...

墨香铜臭网文创作思维——人物先行、双线穿插、金句武器、群像群雄、暖虐交织、反派叙事革新。 触发词：「墨香铜臭视角」「像墨香铜臭那样写」「魔道祖师」「天官赐福」「人物先行」「金句武器」。 擅长：人物群像塑造、双线叙事结构、对话驱动情节、反派心...

莫言小说创作思维——魔幻现实主义、高密东北乡、民间叙事、感官爆炸。 触发词：「莫言视角」「像莫言那样写」「魔幻现实主义」「高密东北乡」「民间故事」。 擅长：构建文学地理空间、融合民间传说与历史、感官化描写、多重视角叙事。

Stereonet plots for structural geology using matplotlib. Create lower-hemisphere stereographic projections for orientati...

MrBeast（Jimmy Donaldson）的内容创造操作系统。基于泄露的36页内部培训手册、 6个深度播客、决策记录和外部批评的深度调研，提炼6个核心心智模型、8条决策启发式、 完整的标题/缩略图/Hook/节奏公式，和4个可运行的内...

---name: mrd-edge-detection-agent

Use when you have a GNPS-generated molecular network (either classical or feature-based) and corresponding MS2LDA experi...

Editing an existing sandbox and the scriptable surface: msbctl edit's EDIT_SECTIONS each reusing the wizard's own pick_*...

在需要根据自然语言规格为未支持硬件新增或更新 DeviceProfile 设备画像条目时使用

Transform a 2D logo into a premium 3D version and animate it with professional cinematic effects.

Convert a photo of a person into a custom 3D action figure, complete with collectible toy packaging.

Generate a complete Amazon product listing image set — hero image, lifestyle shot, infographic with features, and compar...

Create a hilarious and ultra-realistic video of an anthropomorphic animal acting like a human vlogger in a real-world se...

Generate a cohesive brand visual kit — logo concept, color palette moodboard, and typography pairing suggestions.

Turn a portrait photo into a high-end editorial "Color Analysis Board" in a luxury fashion-magazine style (Dior / Ralph...

Create a stylized 6-box grid featuring a couple in various romantic poses and outfits, with each pose framed inside a un...

Generate aerial drone-perspective footage — sweeping bird's-eye views, orbit shots, and flyover sequences for landscapes...

Virtually try on different outfits by combining a person's photo and a clothing item, then optionally generate a profess...

Design a 2D floor plan and convert it into a realistic, high-quality 3D architectural rendering.

Create a dramatic "Giant Product" visual where a regular item is showcased as a massive, building-sized object next to a...

Create professional interior design visualizations — redesign existing rooms, generate new room concepts, or visualize s...

Visualize interior design by generating an empty room and filling it with stylish furniture and decor, or by redesigning...

Create a luxury jewelry advertisement with high-end commercial cinematography and detailed macro animation.

Generate artistic top-down photos of keyboard keycaps arranged to spell out custom text messages.

Design a professional logo with full branding package — primary logo, variations (dark/light/icon-only), color palette,...

Quickly generate a single polished logo for any brand — fast, focused, single output with clean vector aesthetic and acc...

Re-render a subject or scene from multiple dramatic camera angles, such as fish-eye, bird's-eye, low-angle, and macro, w...

Generate a complete set of multi-angle product shots — front, side, back, top-down, and 45-degree perspective — for comp...

Build a short music video from a song theme — N keyframes, animate each, generate matching music.

Reasoning-driven image generation using structured creative briefs (Gemini 3 style) — generates high-fidelity images via...

Generate a single continuous cinematic shot video — no cuts, one seamless flowing scene with dramatic lighting and motio...

Cinematic 5–10s product ad from a product photo + brand brief.

Create a dynamic product showcase with explosive ingredient arrangements, followed by a realistic motion animation.

Create a high-end cinematic product video advertisement starting from a simple product photo.

Create a Xiaohongshu (RedNote/小红书) style cover image — vibrant, lifestyle-focused, with aesthetic typography overlay sui...

Expert Cinema Director skill for Seedance 2.0 (ByteDance) — high-fidelity video generation across Chinese, Global, and V...

Generate a realistic behind-the-scenes selfie of the user with a celebrity or main actor from a specific movie, followed...

Re-render a hero image into Instagram, TikTok, YouTube-shorts and Twitter/X aspect ratios.

Generate N keyframes for a short story or scene sequence (image only, no video).

Create a viral-style video of a talking baby with custom costumes and scripts.

Create a User-Generated Content (UGC) video ad by combining a human selfie and a product image, then generating a video...

Generate UGC-style (User Generated Content) lifestyle photos of a person wearing or using your product — authentic, rela...

Build, run, and visualize multi-step AI generation workflows. The AI architect translates natural language descriptions...

Design a high-CTR YouTube thumbnail — striking imagery, bold text placement, and emotional face/subject if needed.

Generates images and videos using MuleRouter or MuleRun multimodal APIs. Text-to-Image, Image-to-Image, Text-to-Video, I...

> Çoklu agent mimarisi ve orchestration rehberi.

---name: multi-ancestry-prs-agent

Conselho de especialistas — consulta multiplos agentes do ecossistema em paralelo para analise multi-perspectiva de qual...

Orchestrate teams of agents — DAG execution, routing, state sharing, failure recovery. Use when coordinating parallel ag...

多 Agent 架构设计与智能 Spawn 系统。当需要设计多 Agent 系统、配置专业化 Agent、实现智能任务分发、或优化并发处理能力时使用此技能。

Multi-agent sistem mimarisi referansi. Use when working with agents, pipelines, or understanding the content generation...

Coordinate work between multiple AI agents in Agent Hive. Use this skill when multiple agents need to collaborate, manag...

This skill should be used when the user asks about "multi-agent coordination", "agent spawning", "parallel agents", "age...

Patterns for coordinating multiple AI agents. Use when single-agent context limits are exceeded, tasks decompose natural...

Use when executing implementation plans with independent tasks - dispatches fresh subagent for each task with code revie...

Designs and coordinates multi-agent pipelines where specialized agents collaborate to complete complex tasks. Includes c...

Coordinate multiple AI agents for complex tasks — decomposition, delegation, and synthesis

Execute authorized agent work with explicit ownership and integration checks. Triggers on "parallel agents", "并行 agent".

Design and operate bounded multi-agent workflows with task decomposition, dependency graphs, ownership, handoff contract...

Patterns for multi-agent systems including orchestrator, pipeline, consensus, delegation, supervisor, and swarm patterns...

Multi-agent coordination and synthesis patterns. Use when orchestrating multiple specialized agents, implementing fan-ou...

Production-grade multi-agent orchestration patterns. Decompose complex tasks into parallel subtasks, coordinate agent sw...

Coordinate multi-agent workflows end to end. Use when a task should be decomposed into parallel sub-work with explicit o...

Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures

This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swa...

Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decomp...

Automated generation of MULTIAGENTPLAN.md files with comprehensive task decomposition, dependency analysis, agent role a...

Coordinate multiple agents for comprehensive review

Design and orchestrate multi-agent AI systems with knowledge harvesting, agent collaboration, and learning loops. Use wh...

Route tasks to specialized AI agents with anti-duplication, quality gates, and 30-minute heartbeat monitoring

A complete 10-agent team architecture with roles, model routing, cron templates, meeting system, and phased deployment g...

Execute multi-agent voting for critical decisions using MAKER-style first-to-ahead-by-k error correction.

Start the multi-AI pipeline with a given request. Guides through plan -> review -> implement -> review workflow.