# Skills for AI and ML Skills for AI and ML: what each one does, an install command and example prompts. 2385 cards · page 43 of 60 - HTML: https://affpapa.org/en/nevibecode/skills/topic/ai-ml?page=43 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [llmquant-prediction-markets](https://affpapa.org/en/nevibecode/skills/llmquant-prediction-markets.md) — skill · LLMQuant · Claude Code, Codex, Cursor +3 · 496 installs — A router skill for prediction-market work: event odds, settlement criteria, cross-venue arbitrage and options-implied probabilities. - [metal-shader-expert](https://affpapa.org/en/nevibecode/skills/metal-shader-expert.md) — skill · curiositech · Claude Code, Codex, Cursor +3 · 512 installs — Gives your agent Metal shader expertise for Apple GPUs: MSL, PBR, tile-based deferred rendering, ray tracing. - [Skywork Design](https://affpapa.org/en/nevibecode/skills/skywork-design.md) — skill · SkyworkAI · Claude Code, Codex, Cursor +3 · 350 installs — Generates and edits images through the Skywork Image API: posters, logos, infographics, retouching. - [backtrader](https://affpapa.org/en/nevibecode/skills/backtrader.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 501 installs — A skill that teaches your agent to write backtests with the Python backtrader framework: bar-by-bar execution, bracket orders, commission and slippage. - [llmquant-options](https://affpapa.org/en/nevibecode/skills/llmquant-options.md) — skill · LLMQuant · Claude Code, Codex, Cursor +3 · 488 installs — A router skill for options work: ranks contracts, computes Greeks, builds strategies and simulates P&L. - [llmquant-events](https://affpapa.org/en/nevibecode/skills/llmquant-events.md) — skill · LLMQuant · Claude Code, Codex, Cursor +3 · 488 installs — A router skill for event-driven research: it picks the right workflow for earnings, M&A or regulatory risk and keeps the rest out of context. - [whale-tracking](https://affpapa.org/en/nevibecode/skills/whale-tracking.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 494 installs — Tracks large Solana wallets on-chain: accumulation, distribution and smart money signals before they show up in price. - [searching-mlflow-docs](https://affpapa.org/en/nevibecode/skills/searching-mlflow-docs.md) — skill · mlflow · Claude Code, Codex, Cursor +3 · 1000 installs — Fetches official MLflow GenAI documentation and verbatim code snippets directly through the llms.txt index. - [agent-evaluation](https://affpapa.org/en/nevibecode/skills/mlflow-agent-evaluation.md) — skill · mlflow · Claude Code, Codex, Cursor +3 · 1100 installs — A skill that runs systematic LLM agent evaluation through MLflow: datasets, scorers, tracing. - [analyzing-mlflow-trace](https://affpapa.org/en/nevibecode/skills/analyzing-mlflow-trace.md) — skill · mlflow · Claude Code, Codex, Cursor +3 · 1000 installs — The skill takes a single MLflow trace by ID and works out what went wrong: failed spans, odd behaviour, quality scores. - [portfolio-analytics](https://affpapa.org/en/nevibecode/skills/portfolio-analytics.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 490 installs — Computes return, risk and risk-adjusted metrics from an equity curve and trade log. - [genmedia-workflow](https://affpapa.org/en/nevibecode/skills/genmedia-workflow.md) — skill · fal-ai-community · Claude Code, Codex, Cursor +3 · 402 installs — This skill builds multi-step pipelines for images, video, audio, and subtitles. - [skywork-music-maker](https://affpapa.org/en/nevibecode/skills/skywork-music-maker.md) — skill · SkyworkAI · Claude Code, Codex, Cursor +3 · 340 installs — Turns a plain-language description into a finished track: writes lyrics, generates a song or an instrumental through the Mureka API. - [llmquant-portfolio-lab](https://affpapa.org/en/nevibecode/skills/llmquant-portfolio-lab.md) — skill · LLMQuant · Claude Code, Codex, Cursor +3 · 479 installs — A router skill for portfolio work: exposure maps, scenario states and virtual portfolio comparisons for real or hypothetical holdings. - [opensearch-skills](https://affpapa.org/en/nevibecode/skills/opensearch-skills.md) — skill · opensearch-project · Claude Code, Codex, Cursor +3 · 571 installs — Top-level skill to build search applications, configure vector indexes, and query observability logs in OpenSearch. - [llmquant-rates-fx](https://affpapa.org/en/nevibecode/skills/llmquant-rates-fx.md) — skill · LLMQuant · Claude Code, Codex, Cursor +3 · 471 installs — A router skill for rates and FX analysis: it picks the right workflow for curve shape, duration, central-bank divergence or FX carry and pulls LLMQuant data. - [sentiment-analysis](https://affpapa.org/en/nevibecode/skills/agiprolabs-sentiment-analysis.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 477 installs — A skill that pulls and scores market sentiment from social media, news and on-chain data. - [fal-redesign](https://affpapa.org/en/nevibecode/skills/fal-redesign.md) — skill · fal-ai-community · Claude Code, Codex, Cursor +3 · 394 installs — Redesigns coded websites or generates greenfield landing pages using fal.ai, outputting a visual mock, Markdown build-spec, and design tokens. - [slippage-modeling](https://affpapa.org/en/nevibecode/skills/slippage-modeling.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 475 installs — Estimates execution cost on AMMs: price impact, DEX fees, priority fees and sandwich risk. - [llmquant-equity-derivatives](https://affpapa.org/en/nevibecode/skills/llmquant-equity-derivatives.md) — skill · LLMQuant · Claude Code, Codex, Cursor +3 · 468 installs — Router skill for single-stock derivatives: convertibles, warrants, structured payoffs. - [commercial](https://affpapa.org/en/nevibecode/skills/commercial.md) — skill · fal-ai-community · Claude Code, Codex, Cursor +3 · 391 installs — Coordinates commercial photo and video production via the genmedia CLI. - [ohlcv-processing](https://affpapa.org/en/nevibecode/skills/ohlcv-processing.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 473 installs — A skill that prepares OHLCV data: validates candles, fills gaps, flags anomalies and normalizes columns before analysis. - [fal-regenerate-3d](https://affpapa.org/en/nevibecode/skills/fal-regenerate-3d.md) — skill · fal-ai-community · Claude Code, Codex, Cursor +3 · 390 installs — Builds a complete Three.js 3D character roster with rigged animations, companion creatures, and PBR floor maps using fal.ai pipelines. - [legal-document-analyzer](https://affpapa.org/en/nevibecode/skills/legal-document-analyzer.md) — skill · qodex-ai · Claude Code, Codex, Cursor +3 · 1200 installs — This skill reviews contracts, detects risks, and checks compliance. - [analyzing-mlflow-session](https://affpapa.org/en/nevibecode/skills/analyzing-mlflow-session.md) — skill · mlflow · Claude Code, Codex, Cursor +3 · 960 installs — Walks an MLflow session — the traces behind one multi-turn chat — to find which turn broke. - [querying-mlflow-metrics](https://affpapa.org/en/nevibecode/skills/querying-mlflow-metrics.md) — skill · mlflow · Claude Code, Codex, Cursor +3 · 953 installs — Pulls aggregated trace metrics from MLflow: token usage, latency, trace counts and quality evaluations. - [correlation-analysis](https://affpapa.org/en/nevibecode/skills/correlation-analysis.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 465 installs — Computes correlations between assets: rolling windows, hierarchical clustering, tail dependence. - [detect-ai](https://affpapa.org/en/nevibecode/skills/detect-ai.md) — skill · humanizerai · Claude Code, Codex, Cursor +3 · 978 installs — Analyzes text using the HumanizerAI API to spot machine-generated content and returns a score from 0 to 100 with detailed metrics. - [analytics-data-analysis](https://affpapa.org/en/nevibecode/skills/analytics-data-analysis.md) — skill · Mindrally · Claude Code, Codex, Cursor +3 · 1100 installs — Gives your agent a fixed routine for pandas, matplotlib and seaborn work: clean the dataset, plot it, document the notebook. - [arize-instrumentation-health](https://affpapa.org/en/nevibecode/skills/arize-instrumentation-health.md) — skill · arize · Claude Code, Codex, Cursor +3 · 998 installs — Audits Arize OpenInference and OpenTelemetry traces for instrumentation flaws. - [langgraph-code-review](https://affpapa.org/en/nevibecode/skills/langgraph-code-review.md) — skill · existential-birds · Claude Code, Codex, Cursor +3 · 884 installs — LangGraph code review skill for Claude Code and coding agents. - [cointegration-analysis](https://affpapa.org/en/nevibecode/skills/cointegration-analysis.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 456 installs — Tests asset pairs for cointegration with Engle-Granger, Johansen and Phillips-Ouliaris, then builds the spread for statistical arbitrage. - [custom-indicators](https://affpapa.org/en/nevibecode/skills/custom-indicators.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 455 installs — A skill that computes nine crypto-native indicators: NVT, MVRV, exchange flow, funding rate signals and open interest momentum. - [pumpfun-mechanics](https://affpapa.org/en/nevibecode/skills/pumpfun-mechanics.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 455 installs — A skill that gives your agent PumpFun bonding curve formulas, graduation thresholds, event and instruction parsing, and PumpSwap migration details. - [fal-gamedev](https://affpapa.org/en/nevibecode/skills/fal-gamedev.md) — skill · fal-ai-community · Claude Code, Codex, Cursor +3 · 375 installs — The skill walks an agent through four recipes: character, sprite sheets, background removal, background layers. - [spritecook-generate-sprites](https://affpapa.org/en/nevibecode/skills/spritecook-generate-sprites.md) — skill · SpriteCook · Claude Code, Codex, Cursor +3 · 1200 installs — A skill that guides agents through still-image generation in SpriteCook: model choice, sizing, and style consistency via reference assets. - [databricks-ai-functions](https://affpapa.org/en/nevibecode/skills/databricks-ai-functions.md) — skill · databricks · Claude Code, Codex, Cursor +3 · 306 installs — A skill that teaches your agent to call Databricks built-in AI functions from SQL and PySpark. - [databricks-metric-views](https://affpapa.org/en/nevibecode/skills/databricks-metric-views.md) — skill · databricks · Claude Code, Codex, Cursor +3 · 303 installs — This skill writes governed business metrics as YAML and checks whether a given measure belongs in a metric view at all. - [algorithmic-trading](https://affpapa.org/en/nevibecode/skills/algorithmic-trading.md) — skill · omer-metin · Claude Code, Codex, Cursor +3 · 529 installs — A skill for building trading systems: strategy development, backtesting, execution algorithms and market microstructure. - [wallet-profiling](https://affpapa.org/en/nevibecode/skills/wallet-profiling.md) — skill · agiprolabs · Claude Code, Codex, Cursor +3 · 447 installs — Scores a Solana wallet on win rate, profit factor and trading style. Next: https://affpapa.org/en/nevibecode/skills/topic/ai-ml.md?page=44 ## Refine [python](https://affpapa.org/en/nevibecode/tag/python.md) · [llm](https://affpapa.org/en/nevibecode/tag/llm.md) · [image-generation](https://affpapa.org/en/nevibecode/tag/image-generation.md) · [video](https://affpapa.org/en/nevibecode/tag/video.md) · [research](https://affpapa.org/en/nevibecode/tag/research.md) · [cli](https://affpapa.org/en/nevibecode/tag/cli.md) · [rag](https://affpapa.org/en/nevibecode/tag/rag.md) · [machine-learning](https://affpapa.org/en/nevibecode/tag/machine-learning.md) · [typescript](https://affpapa.org/en/nevibecode/tag/typescript.md) · [audio](https://affpapa.org/en/nevibecode/tag/audio.md) · [api](https://affpapa.org/en/nevibecode/tag/api.md) · [pytorch](https://affpapa.org/en/nevibecode/tag/pytorch.md) ## Narrow this list Parameters: `?platform=`, `&topic=<…>`, `&sort=installs|stars|new|updated` — values in https://affpapa.org/en/nevibecode/agents.md --- NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md