AI / ML
Pet Social Interaction Analysis | 宠物社交行为分析(与其他宠物互动)
AI-powered pet social interaction analysis for multi-pet households. Uses pose recognition and behavior classification to detect cat-cat, dog-dog, and cat-dog interactions—sniffing…
AI / ML
Pet UV Safety Monitor Analysis | 宠物紫外线消毒安全监测
AI-powered UV disinfection safety monitor for pets. Real-time camera analysis detects whether a pet enters an active UV-C disinfection zone and whether the UV lamp is on (via blue-…
AI / ML
Fish Aquatic Pet Health Diagnosis Analysis Tool | 鱼类水族宠物健康诊断分析工具
When a user provides a video URL or file of aquatic pets such as goldfish, koi, betta, shrimp, crab, etc. for analysis, this skill is triggered to perform aquatic pet health diagno…
AI / ML
MeiGen-AI-Design-MCP
Stdio MCP server for AI image + video generation across 9 leading models (GPT Image 2, Nanobanana 2, Seedream 5.0, Midjourney V8.1, Flux 2 Klein, Seedance 2.0, Happyhorse 1.0, Veo …
AI / ML
Fish Gasping & Ammonia Poisoning Visual Warning | 水族箱内氨氮中毒视觉预兆(鱼浮头)
Through fixed aquarium cameras, the system analyzes fish behavior near the water surface, detecting repeated mouth-out-of-water (gasping), rapid mouth opening/closing (fast respira…
AI / ML
Child Poor Posture (Hunchback / Head Tilt) Real-Time Reminder | 儿童坐姿不良(驼背/歪头)实时提醒
Using the camera built into a smart desk lamp or mounted above the desk, the system analyzes the child's sitting-posture video in real time, detecting spinal curvature angle (estim…
AI / ML
Pet Carrier Respiratory Rate Analysis | 宠物航空箱内呼吸频率监测
Triggers when a user provides a video of a pet inside an airline carrier/crate for analysis; supports local uploads or network URLs to call server-side APIs for respiratory rate mo…
AI / ML
Pet Excitement Calming Guide | 宠物兴奋过度冷静引导
AI-powered pet over-excitement detection & calming guidance. Real-time camera analysis tracks movement speed, jump height, spin laps, and jumping-on-people actions to score excitem…
AI / ML
Plant Growth Stage Detection | 植物生长阶段自动判定
AI-powered plant growth stage auto-detection from periodic full-plant images via smart pot / greenhouse fixed cameras. Recognizes key phenological features—cotyledon emergence, tru…
AI / ML
Living-Alone Sleep Rhythm Anomaly Analysis | 独居者作息规律异常分析
Using a fixed camera in the living room or bedroom of a person living alone, the system continuously analyzes night video (typically 22:00-06:00) to detect lights-off time (when li…
AI / ML
Public Place Group Emotion Index (Exhibition / Mall) | 公共场所群体情绪指数(展览/商场)
Using fixed cameras in malls, exhibition halls, scenic areas and other public places, the system analyzes facial expressions of multiple people in the scene in real time (with anon…
AI / ML
Student Classroom Engagement Analysis | 学生课堂情绪参与度分析
Using a fixed classroom camera, the system analyzes students' facial expressions (focused, confused, happy, frustrated, bored, etc.), computes a class-level overall engagement scor…
AI / ML
Family / Couple Conflict Intensity Detection | 夫妻/家庭争吵强度识别
Using a fixed camera with microphone in the living room, the system analyzes audio and video in real time, detecting sound intensity (dB) and the intensity of body movements (e.g.,…
AI / ML
Reptile Tail Loss (Autotomy) Detection | 守宫/蜥蜴尾巴断尾识别
Through fixed enclosure cameras, the system periodically captures tail images of geckos and lizards and uses AI visual analysis to detect tail length (compared with historical imag…
AI / ML
Smart Incontinence Status Alert Skill | 智能失禁状态提醒技能
Automatically identifies wet clothing and abnormal excretion via visual AI. Instantly notifies caregivers to improve care for incontinent elderly, bedridden patients, and infants, …
AI / ML
Respiratory Symptom Smart Recognition Tool | 呼吸道症状智能识别工具
Based on computer vision, automatically detects coughing, phlegm, and wheezing frequency, counts the frequency of episodes, used for early health anomaly alerts, helping to detect …
AI / ML
Smart Baby Safety Care Skill | 婴儿智能安全看护技能
Monitors infant behavior via visual AI, automatically identifying high-risk actions like rolling over, mouth/nose obstruction, climbing, or falling from bed, and triggers instant s…
AI / ML
Plant Wilting Monitoring Skill | 植物枯萎监测技能
Early monitoring of plant wilting based on hyperspectral imaging and computer vision, captures early wilting signs before visible symptoms, provides early warning for precision irr…
AI / ML
Psychological Stress Assessment Skill | 心理压力评估技能
Combines facial blood flow and emotional characteristics to analyze stress index, anxiety tendency, and depression tendency, suitable for mental health monitoring scenarios. | 心理压力…
AI / ML
Galdr
galdr turns YouTube links or local audio into time-ordered listener-state traces for AI agents. It reads pulse, pattern, attention, pressure, surface, harmon...
AI / ML
Body Size/Weight Estimation | 畜禽体长/体重估测
Estimates livestock body length and body weight from side-view videos or frames, tracking fattening progress in a contactless manner. | 通过视频视觉估测体长、体重,追踪育肥进度。
AI / ML
setup
Provisions the oracle ML inference daemon with onnxruntime via uv
AI / ML
latent-space-engineering
Shapes agent behavior via instruction framing and style transfer
AI / ML
everclaw
Open-source first AI inference — GLM-5 as default, Claude as fallback only. Own your inference forever via the [REDACTED] decentralized network. Stake MOR tokens, access GLM-5, GLM…
AI / ML
openrouter-integration
Connect apps to 300+ AI models through OpenRouter's OpenAI-compatible API — model discovery, image generation, multimodal chat (text, images, PDFs), exact per-generation cost track…
AI / ML
darwin-skill
Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-…
AI / ML
darwin-skill
Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-…
AI / ML
ml-intern
Autonomously research, implement, train and ship ML code using the Hugging Face ecosystem. Port of huggingface/ml-intern as a Claude Code skill. Triggers when the user asks to impl…
AI / ML
factorized-video-gen
Factorized video generation pipeline based on arxiv:2512.16371. Decomposes text-to-video into three stages: (1) LLM reasoning to rewrite prompts into first-frame captions, (2) T2I …
AI / ML
smyx-aquarium-plant-health-monitor-analysis
AI-powered aquatic plant health monitoring from aquarium camera images. Detects leaf color changes (yellowing, bleaching, blackening), morphological anomalies (melting, curling, ho…
AI / ML
metacognition
Self-evolving behavioral geometry and metacognitive lens for AI agents. Tracks perceptions, overrides, protections, self-observations, decisions, and curiosities that evolve from e…
AI / ML
headless-relay
Headless handoff guide for running other AI models from inside an agent session (any Agent Skills runtime - Claude Code, Codex, Grok Build, Cursor, OpenClaw, Hermes). Covers GPT (c…
AI / ML
artificial-analysis
Pick the right LLM or media model for a task, backed by live benchmark data from artificialanalysis.ai. Use when the user asks "which model should I use for X", "what's the best/fa…
AI / ML
openclone
Create, manage, or talk to an openclone "clone" — a named AI persona with one or more categories (vc, tech, founder, expert, influencer, politician, celebrity) and attached knowled…
AI / ML
videodb
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand-…
AI / ML
polygnosis
Use when the user needs a verified, multi-model consensus answer for complex, high-stakes tasks. Invoke the PolyGnosis v3 adversarial debate pipeline: 3+ models solve independently…
AI / ML
agentic-kaggle-skill
Kaggle-first end-to-end competition workflow for scored submissions. Use when Codex must run Kaggle or competitive ML workflows through scored submission, including code competitio…
AI / ML
snn-quantized-dynamics-integer
Integer-state dynamics of quantized spiking neural networks for efficient hardware deployment. Analyzes how quantization affects SNN dynamics, revealing that integer-state SNNs exh…
AI / ML
ako4all
Drive an agentic loop that iteratively optimizes a GPU kernel for maximum speedup. Use this skill whenever the user wants to optimize / speed up / benchmark a GPU kernel (CUDA, Tri…
AI / ML
integration-elevenlabs
Connect ElevenLabs (text-to-speech + voice cloning + conversational AI + speech-to-text — market-leading TTS quality, 32 languages, low-latency streaming) to a self-hosted Hermes A…
AI / ML
batch-cognition
Process bulk prompt batches with alternating play/think cognitive loops. Use when user says "batch incoming", "multiple prompts incoming", "corpus incoming", or dumps multiple prom…
AI / ML
darwin-skill
Darwin Skill (达尔文.skill): autonomous skill optimizer inspired by Karpathy's autoresearch. Evaluates SKILL.md files using an 8-dimension rubric (structure + effectiveness), runs hil…
AI / ML
classroom
Use when modelling a multi-agent learning session — a team of agents in pedagogical roles (teacher delivers, peer debates, examiner gates, debater brings viewpoints) teaches a comp…
AI / ML
gemini-auth-nano-banana
Build and optimize Gemini or Nano Banana image prompts for any coding agent platform, then optionally execute them through a logged-in Gemini web session instead of an API key. Use…
AI / ML
runanywhere-ai
Integrate RunAnywhere on-device AI (LLMs, STT, TTS, voice agents, VLM) into applications. Use when implementing offline AI features, local LLM inference, on-device speech processin…
AI / ML
agent-framework-builder
Use this skill when the user wants to set up, plan, or scaffold an OpenCode agent framework for a new project. Triggers on phrases like "build an agent for this project", "set up a…
AI / ML
ClawRouter-Hermes
Adds [ClawRouter](https://github.com/BlockRunAI/ClawRouter) as a native model provider: 55+ LLMs from 9 providers through one local proxy, paid per-call in USDC via x402 instead of…
AI / ML
connect-llm
Connect an LLM or MCP client to Emisar and certify the connection end to end. Use for installing the emisar-mcp stdio bridge, registering a local client (Claude Code, Cursor, Zed, …
AI / ML
mistral-mcp
MCP server (stdio + Streamable HTTP) wrapping the full Mistral AI surface — chat, embeddings, vision, OCR, Voxtral audio (transcribe/speak), Codestral FIM, agents, moderation, clas…
AI / ML
agent-goal-skill
Take a rough goal description and shape it into a polished, doctrine-compliant agent goal prompt. Output is for the user to copy/paste into Codex, Claude Code (native /goal), Droid…
AI / ML
model-validation
Audits clinical-validation study design for medical-imaging models (segmentation, classification, detection) before reporting or manuscript. Enforces patient-level split integrity,…
AI / ML
empirical-prompt-tuning
Fetch and execute mizchi's empirical-prompt-tuning skill at runtime. Use when evaluating or iteratively refining an agent-facing prompt (skill / slash command / task prompt / CLAUD…
AI / ML
pytorch-tutor
Use when generating, writing, modifying, or explaining PyTorch code (models, nn.Module, training loops, tensors, dataloaders, losses) for a learner who wants beginner-friendly Chin…
AI / ML
uncertainty-imaging
Audits uncertainty quantification, OOD detection, and selective prediction layers in medical-imaging models, validating MC-dropout, ensembles, conformal intervals, and abstention r…
AI / ML
llmtrim
Local proxy in front of the model Hermes calls; compresses resent tool schemas, history, and MCP tool output before each request is sent. Quality-gated, so it never increases your …
AI / ML
create-friend
Distill a friend into an AI Skill. Import chat history, photos, social media, generate Friendship Memory + Persona, with continuous evolution. Use this skill whenever the user ment…
AI / ML
integration-supermemory
Connect Supermemory (fast scalable memory + context engine for AI agents — add/search/graph memories with optional project scope) to a self-hosted Hermes Agent over SSH via Superme…
AI / ML
prompt-engineering-patterns
A library of reusable, production-tested prompt engineering patterns for building AI-powered features. Use when designing system prompts for apps, building AI pipelines, selecting …
AI / ML
prompt-engineer
Experto en diseño y optimización de prompts para LLMs. Domina estructura de prompts, gestión de contexto, formato de outputs, few-shot, chain-of-thought y evaluación sistemática. U…
AI / ML
explainability
Audit or generate medical-imaging model explainability reports using Grad-CAM, attention-rollout, saliency, or integrated-gradients with Adebayo sanity checks, quantitative localis…
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