NeVibeCode · 2,385 items
Skills for AI and ML
Skills for AI and ML: what each one does, an install command and example prompts.
local-ai-use skill A meta-skill that reroutes image generation, text-to-speech and speech-to-text through a local Lemonade Server instead of a paid cloud API.
CX Codex +1
1,100installs
amc-setup-calibration-stack skill Launches the AutoMagicCalib microservice and web UI from NGC containers using Docker Compose. It requires an NGC API key and a configured NVIDIA Docker Runtime.
CX Codex +1
640installs
amc-run-sample-calibration skill Runs end-to-end calibration on a bundled warehouse sample dataset against a running AutoMagicCalib service. It helps verify your AMC microservice before feeding real video streams.
CX Codex +1
639installs
prompt-videos skill A skill with prompting techniques for video models on Replicate. Useful when you write video prompts or build generation features.
CX Codex +1
2,400installs
model-showdown skill Runs a fair motion graphics comparison across three AI models on one brief. Produces a 16:9 side-by-side or a 1080x1920 stacked reel.
CX Codex +1
1,400installs
implement-paper-auto skill Reads a research paper and builds a runnable marimo notebook around one idea from it. No questions asked along the way.
CX Codex +1
2,200installs
academic-paper-writer skill Walks economists through paper structure, section drafts and journal conventions. Useful when you start a new paper or rework an existing draft.
CX Codex +1
519installs
sentry-python-sdk skill A skill that scans your Python project and walks you through Sentry setup: errors, tracing, profiling, logs, crons and AI monitoring.
CX Codex +1
2,600installs
quantitative-research skill A systematic trading skill: it backtests a hypothesis, validates alpha signals and hunts for overfitting. Useful when a strategy looks great on history.
CX Codex +1
2,700installs
code-debugging skill Structured error analysis for ML experiments and research code. It categorizes tracebacks, limits retry cycles, and explains fixes line by line.
CX Codex +1
1,700installs
survey-generation skill Walks an agent through paper collection, outlining, writing and citation checking, then hands back a LaTeX survey with a .bib file. For when you need an actual literature review.
CX Codex +1
1,700installs
videoagent-director skill Turns a text idea into a storyboard and generates images, video clips, and audio without manual prompt writing.
CX Codex +1
540installs
write-code-eval skill Write a code evaluator for a known failure mode: one check per rule, like a unit test that asserts what should hold for each trace.
CX Codex +1
347installs
tooluniverse-literature-deep-research skill A skill for deep literature search across PubMed, EuropePMC and bioRxiv, with citation networks and evidence grading. Useful when you need a review with citations.
CX Codex +1
664installs
tooluniverse-image-analysis skill Automates microscopy and quantitative imaging analysis from ImageJ or CellProfiler tables. Handles colony morphometry, Dunnett's tests, and dose-response curves.
CX Codex +1
653installs
compare-models skill A skill that helps pick a Replicate model for the job by weighing cost, speed, quality and capabilities.
CX Codex +1
2,200installs
run-models skill Teaches coding agents to run AI models on Replicate via predictions, webhooks, and streaming. Useful for automating inference pipelines.
CX Codex +1
2,200installs
find-models skill This skill makes the agent query the Replicate API for current models instead of trusting names it remembers. Handy when you need a model for a task and want to avoid stale picks.
CX Codex +1
2,300installs
earth2studio-create-datasource skill End-to-end skill for building and validating Earth2Studio remote data source wrappers. Connects cloud storage or HTTP datasets to Earth2Studio async fetching.
CX Codex +1
581installs
symbolic-equation skill Discovers scientific equations from numerical datasets using LLM-guided evolutionary search. Useful for symbolic regression and extracting interpretable physical laws.
CX Codex +1
1,600installs
experiment-code skill Writes and iterates on ML experiment code for a research paper: training, evaluation, debugging, plots. Useful when you need a batch of runs and a comparison.
CX Codex +1
1,600installs
paper-to-code skill Turns an ML research paper into a runnable code repository. Useful when reproducing published experiments and models without manual scaffolding.
CX Codex +1
1,600installs
atomic-decomposition skill Splits a research idea into atomic concepts, then finds the math formula in papers and the matching code for each one.
CX Codex +1
1,600installs
table-generation skill Turns JSON or CSV experiment results into booktabs-styled LaTeX tables with bold best values, captions and labels.
CX Codex +1
1,600installs
earth2studio-create-diagnostic skill Builds Earth2Studio diagnostic model wrappers for single-step ML transforms. Useful when integrating derived, AutoModel, or generative diagnostics without time-stepping.
CX Codex +1
576installs
veo-3.2-prompter skill Turns your images, clips and audio into one ready JSON prompt for Google Veo 3.2 video generation. Handy when the request is complex and needs careful structuring.
CX Codex +1
510installs
multi-agent-patterns skill Architectural guide for designing multi-agent setups. Helps isolate contexts, pick coordination topologies, and budget token overhead.
CX Codex +1
305installs
wandb-primary skill A skill for broad Weights & Biases work: project overviews, runs and artifacts, Weave traces, reports, sweeps. Useful when a question spans several W&B surfaces at once.
CX Codex +1
1,700installs
rag-retrieval skill A skill with ready-made retrieval-augmented generation patterns: hybrid search, HyDE, reranking, pgvector. Useful when you are wiring a RAG pipeline and want working recipes.
CX Codex +1
1,500installs
agent-architecture
official skill Designs AI agent architectures from requirements or audits existing agents for flaws. Focuses purely on architectural decisions and verification without implementing code.
42installs
build-with-exa skill Tells your agent which Exa endpoint to pick and how to shape the request: search, content extraction, answers, Agent API.
CX Codex +1
3,600installs
docker-agent-deploy skill Serve a Docker Agent over MCP or an API, share its config through an OCI registry, and evaluate changes. Useful when setting up integrations or gating CI on regressions.
CX Codex +1
733installs
markdown-converter skill Converts documents, spreadsheets, and media files to Markdown via markitdown. Prepares data for LLM processing while preserving headings and tables.
CX Codex +1
1,700installs
docker-agent-config skill Creates and edits agent.yaml files for Docker Agent. Useful when configuring models, MCP toolsets, and multi-agent teams.
CX Codex +1
746installs
redis-semantic-cache skill This skill walks through putting LangCache in front of an LLM call, so a similar prompt returns a stored answer instead of hitting the model again.
CX Codex +1
1,900installs
local-ai-app-integration skill Integrates Embeddable Lemonade into apps that currently call cloud AI APIs. Useful when shipping on-device inference on Windows x64 or Linux x64.
CX Codex +1
897installs
elasticsearch-anomaly-detection-explainer skill Explains Elasticsearch ML anomaly scores: why a record scored high or low, what the gap between initial and current scores means, and where to look next.
CX Codex +1
1,000installs
elasticsearch-anomaly-detection skill Configures and starts Elasticsearch ML anomaly detection jobs using the elastic CLI. Useful when tracking volume surges, outages, or metric drift in time-series data streams.
CX Codex +1
1,000installs
elasticsearch-search-relevance skill A skill for tuning Elasticsearch relevance: pin documents with query rules and fix organic ranking with multi_match and field boosts.
CX Codex +1
1,000installs
pp-arxiv skill A skill that lets your agent search arXiv and pull paper metadata. Handy when you need recent work in a category or one specific paper by ID.
CX Codex +1
377installs
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