MLOps
模型部署、评估与运维
pymc
eyadsibai
Use when "PyMC", "Bayesian", "MCMC", "probabilistic programming", or asking about "Bayesian regression", "hierarchical model", "NUTS sampler", "posterior distribution", "prior predictive", "credible intervals", "uncertainty quantification"
Event-Driven Pipeline Skill
groupthinking
Zero data loss during failures
applying-behavior-design
sumik5
Behavioral design methodology for products that change user behavior using CREATE Action Funnel (Cue, Reaction, Evaluation, Ability, Timing) and three strategies (cheat, habit, conscious action). Use when designing product features that aim to change user habits, increase engagement, or guide users toward beneficial actions. For visual UI/UX design principles, use applying-design-guidelines instead. For training program design and facilitation methodology, use designing-training instead. For human-centered design thinking process (user research, ideation, prototyping), use practicing-design-thinking instead.
eld-model-term-card
CAPHTECH
Deprecated: /eld-spec-card term を使用してください。 このスキルは後方互換のためのエイリアスです。すべての呼び出しは /eld-spec-card term に転送されます。
multimodal-models
eyadsibai
Use when "CLIP", "Whisper", "Stable Diffusion", "SDXL", "speech-to-text", "text-to-image", "image generation", "transcription", "zero-shot classification", "image-text similarity", "inpainting", "ControlNet"
worktree
HikaruEgashira
Planが承認/完了した直後に自律的に呼び出す必要があるスキルです。 Trigger: plan approved, plan completed, taskを開始します
manim-video-teacher
lispking
专注于使用 Manim 生成动画教学视频的完整流程与专业建议。适用于用户用中文提示语让 Codex 生成脚本、分镜、Manim 代码、渲染命令或优化教学视频质量与节奏，并输出 MP4。
computer-vision
pluginagentmarketplace
Image processing, object detection, segmentation, and vision models. Use for image classification, object detection, or visual analysis tasks.
time-series
pluginagentmarketplace
ARIMA, SARIMA, Prophet, trend analysis, seasonality detection, anomaly detection, and forecasting methods. Use for time-based predictions, demand forecasting, or temporal pattern analysis.
machine-learning
pluginagentmarketplace
Supervised/unsupervised learning, model selection, evaluation, and scikit-learn. Use for building classification, regression, or clustering models.
nlp-processing
pluginagentmarketplace
Text processing, sentiment analysis, LLMs, and NLP frameworks. Use for text classification, named entity recognition, or language models.
deep-learning
pluginagentmarketplace
Neural networks, CNNs, RNNs, Transformers with TensorFlow and PyTorch. Use for image classification, NLP, sequence modeling, or complex pattern recognition.
model-optimization
pluginagentmarketplace
Quantization, pruning, AutoML, hyperparameter tuning, and performance optimization. Use for improving model performance, reducing size, or automated ML.
hugging-face-evaluation-manager
Nymbo
Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format.
planning-marketing-budget
amogha-dalvi
Use when the user needs to derive a marketing budget from revenue targets, plan headcount for a 1-3 person team, decide what to build vs. buy vs. automate, or allocate spend across channels with ROI expectations. Use when budget is based on gut feel rather than revenue math, or resource allocation feels arbitrary.
dbt-expert
timequity
dbt best practices for models, tests, documentation, and project organization.
defining-icp-segmentation
amogha-dalvi
Use when targeting feels unfocused, CAC is too high, churn patterns suggest bad-fit customers, or the ICP lives only in the founder's head. Use when entering a new market, conversion rates are low, or sales wastes cycles on wrong-fit accounts. Use after customer research is complete and before any channel or campaign decisions.
growing-nrr
amogha-dalvi
Use when net revenue retention is below 110%, when churn patterns are reactive instead of predictive, when expansion revenue lacks systematic triggers, when onboarding fails to reach activation milestones, or when customer health scoring does not exist. Use when customer base is large enough for patterns (50-500 accounts) but retention is managed manually.
accelerating-pipeline
amogha-dalvi
Use when pipeline velocity is flat or declining, win rates are below 20 percent, sales cycles are lengthening, deals are single-threaded, or lead routing is slow. Use when MQL volume is prioritized over pipeline quality, when marketing and sales define funnel stages differently, or when signal-based engagement has not replaced linear nurture drips.
image-gen
openclaw-rocks
Generate images via Fuel proxy. No API key needed on Pro plans.
process-modeling
spjoshis
Master process modeling with BPMN, flowcharts, swimlane diagrams, and process optimization techniques for business process improvement.
statistical-analysis
spjoshis
Master statistical analysis with hypothesis testing, A/B testing, regression, and statistical methods for data-driven decisions.
go-concurrency
spjoshis
Master Go concurrency with goroutines, channels, select, sync primitives, and patterns for building concurrent applications.
nano-banana
Nymbo
Generate and edit images using the Gemini API (Nano Banana). Use this skill when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.