ML Ops
Machine learning operations
Behavioral Modification
by pjt222
Agent Almanac — a curated reference of executable skills, specialist agents, and teams for AI-assisted development, with interactive visualization
Classification Modeling
by aj-geddes
Build binary and multiclass classification models using logistic regression, decision trees, and ensemble methods for categorical prediction and classification
data-jupyter-python
by Mindrally
Guidelines for data analysis and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.
computer-vision-opencv
by Mindrally
Expert guidance for computer vision development using OpenCV, PyTorch, and modern deep learning techniques for image and video processing.
agents-analyze
by laurigates
Analyze all plugins for sub-agent opportunities. Identifies skills with verbose output, gaps in agent coverage, and model selection improvements.
visionos-design-guidelines
by dirnbauer
Apple Human Interface Guidelines for Apple Vision Pro. Use when building spatial computing apps, implementing eye/hand input, or designing immersive experiences. Triggers on tasks involving visionOS, RealityKit, spatial UI, or mixed reality.
model-usage
by EthanAlgoX
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
openai-whisper
by EthanAlgoX
Local speech-to-text with the Whisper CLI (no API key).
openai-image-gen
by EthanAlgoX
Batch-generate images via OpenAI Images API. Random prompt sampler + index.html gallery.
sherpa-onnx-tts
by EthanAlgoX
Local text-to-speech via sherpa-onnx (offline, no cloud)
Causal Inference
by aj-geddes
Determine cause-and-effect relationships using propensity scoring, instrumental variables, and causal graphs for policy evaluation and treatment effects
context-fundamentals
by shipshitdev
Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.
business-competitor-analysis
by manojbajaj95
Perform comprehensive competitor analysis for any business. Produces an executive-summary markdown report with target customer profile, market positioning, pricing/business model, product features, funding/company size, SWOT analysis, and competitive matrix. All findings are data-grounded. Use when the user asks to analyze competitors, understand competitive landscape, compare a business to alternatives, or perform market research.
mcp-tokenflux-images
by vaayne
Generate images using AI models via TokenFlux API. Use when creating AI-generated images, artwork, or visual content. Triggers on "generate image", "create picture", "AI art", "image generation", "TokenFlux".
ai-architect-expert
by personamanagmentlayer
Expert-level AI system design, MLOps, architecture patterns, and AI infrastructure
domain-driven-design
by joaquimscosta
Expert guidance for Domain-Driven Design architecture and implementation. Use when designing complex business systems, defining bounded contexts, structuring domain models, choosing between modular monolith vs microservices, implementing aggregates/entities/value objects, or when users mention "DDD", "domain-driven design", "bounded context", "aggregate", "domain model", "ubiquitous language", "event storming", "context mapping", "domain events", "anemic domain model", strategic design, tactical patterns, or domain modeling. Helps make architectural decisions, identify subdomains, design aggregates, and avoid common DDD pitfalls.
debug-pipeline
by RHEcosystemAppEng
Diagnose OpenShift Pipelines (Tekton) CI/CD failures including PipelineRun failures, TaskRun step errors, workspace/PVC binding issues, and authentication problems. Automates multi-step diagnosis: PipelineRun status, failed TaskRun analysis, step container logs, and related resource checks. Use this skill when pipelines fail, hang, or produce unexpected results. Triggers on /debug-pipeline command or phrases like "pipeline failed", "PipelineRun error", "TaskRun failed", "tekton error", "pipeline stuck", "pipeline timeout".
complete-skill
by parcadei
A complete skill for E2E testing
Economy Faculty — Cognition
by acnlabs
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evaluator
by SimHacker
Independent assessment without debate context — adversarial loop prevents gaming
oss-investment-scorecard
by el09xccxy-stack
Evaluate whether an open source project / company is investable by a USD-denominated VC fund in the current AI cycle. ALWAYS use this skill when the user asks any of the following: - "evaluate [project] for investment" - "can we invest in [project]" - "score this open source company" - "投资评估 [项目]" - "这个开源项目值得投吗" - "给 [公司] 打分" - Any request to assess, rate, or rank an open source startup's investability - Any comparison of two or more open source companies from an investment perspective The skill produces a structured 5-dimension weighted scorecard (max 10 pts), a pass/recommend/watch verdict, and an IC-ready one-paragraph thesis. It also flags one-vote-veto conditions that cause an immediate Pass regardless of total score.
leela-ai
by SimHacker
"Manufacturing Intelligence â Leela AI develops MOOLLM for practical use and industrial exploration"
capacity-planning
by aj-geddes
Analyze team capacity, plan resource allocation, and balance workload across projects. Forecast staffing needs and optimize team utilization while maintaining sustainable pace.
3D Modeling
by omer-metin