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clustering-analyzer
Cluster data using K-Means, DBSCAN, hierarchical clustering. Use for customer segmentation, pattern discovery, or data grouping.
download7deployed_code—star30
Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
personjakexiaoNo key required
feature-engineering-kit
Auto-generate features with encodings, scaling, polynomial features, and interaction terms for ML pipelines.
download7deployed_code—star30
personjakexiaoNo key required
photo-collage-maker
Create photo collages with grid layouts, custom arrangements, borders, and backgrounds. Combine multiple images into single compositions.
download7deployed_code—star30
personjakexiaoNo key required
receipt-scanner
Extract vendor, date, items, amounts, and total from receipt images using OCR and pattern matching with structured JSON output.
download7deployed_code—star30
personjakexiaoNo key required
collaborative-loop
This skill should be used when the user wants sequential AI-to-AI collaboration where one model drives and another reviews iteratively. Applies when the user wants to "collaborate with codex", "have c…
download7deployed_code—star2
personjakexiaoNo key required
cognitive-mode
Comprehensive cognitive mode management skill for the VERILINGUA x VERIX x DSPy x GlobalMOO integration. Enables automatic mode selection, frame configuration, VERIX epistemic notation, and GlobalMOO …
download7deployed_code—star22
personjakexiaoNo key required
ai-system-evaluation
End-to-end AI system evaluation - model selection, benchmarks, cost/latency analysis, build vs buy decisions. Use when selecting models, designing eval pipelines, or making architecture decisions.
download7deployed_code—star3
personjakexiaoNo key required
user-feedback
Collecting and using user feedback - explicit/implicit signals, feedback analysis, improvement loops, A/B testing. Use when improving AI systems, understanding user satisfaction, or iterating on quali…
download7deployed_code—star3
personjakexiaoNo key required
color-palette-extractor
Extract dominant colors from images, generate color palettes, and export as CSS, JSON, or ASE with K-means clustering.
download7deployed_code—star30
personjakexiaoNo key required
language-detector
Detect language of text with confidence scores, support for 50+ languages, and batch text classification.
download7deployed_code—star30
personjakexiaoNo key required
org-chart-generator
Generate organizational hierarchy charts from CSV, JSON, or nested data. Supports multiple layouts, department coloring, and PNG/SVG/PDF export.
download7deployed_code—star30
personjakexiaoNo key required
sound-effects-generator
Generate audio tones, noise, DTMF signals, and simple sound effects programmatically. Export to WAV or MP3 format.
download7deployed_code—star30
personjakexiaoNo key required
google-stitch-ai
Create DESIGN.md summaries from Google Stitch projects or offline assets for UI design workflows, and refine Stitch-ready UI prompts using extracted design tokens.
download7deployed_code—star1
personjakexiaoNo key required
ralph-multimodel
Ralph Wiggum persistence loop with intelligent multi-model routing (Gemini, Codex, Claude, Council)
download7deployed_code—star22
personjakexiaoNo key required
guardrails-safety
Protecting AI applications - input/output guards, toxicity detection, PII protection, injection defense, constitutional AI. Use when securing AI systems, preventing misuse, or ensuring compliance.
download7deployed_code—star3
personjakexiaoNo key required
ml-frameworks
ML framework best practices for PyTorch, TensorFlow, scikit-learn, and modern ML libraries including training patterns and optimization.
download7deployed_code—star3
personjakexiaoNo key required
business-card-scanner
Extract contact information from business card images using OCR - name, company, email, phone, address.
download7deployed_code—star30
personjakexiaoNo key required
ml-model-explainer
Explain ML model predictions using SHAP values, feature importance, and decision paths with visualizations.
download7deployed_code—star30
personjakexiaoNo key required
podcast-splitter
Split audio files by detecting silence gaps. Auto-segment podcasts into chapters, remove long silences, and export individual clips.
download7deployed_code—star30
personjakexiaoNo key required
nav-diagnose
Detect quality drops in AI output and prompt re-anchoring. Auto-triggers after repeated corrections, context confusion, or when user says "something seems off", "you're not getting this".
download7deployed_code—star30
personjakexiaoNo key required
mcp-server-development
Build high-quality MCP (Model Context Protocol) servers: workflow-first tool design, tight schemas, predictable outputs, safe error handling, and eval-driven iteration. Framework-agnostic (Node/TS or …
download7deployed_code—star1
personjakexiaoNo key required
gemini-research
Use Gemini CLI for research with Google Search grounding and 1M token context
download7deployed_code—star22
personjakexiaoNo key required
inference-optimization
Optimizing AI inference - quantization, speculative decoding, KV cache, batching, caching strategies. Use when reducing latency, lowering costs, or scaling AI serving.
download7deployed_code—star3
personjakexiaoNo key required
ml-systems-fundamentals
Core ML systems concepts including ML lifecycle, system architecture, requirements, and design principles for production ML.
download7deployed_code—star3