NeVibeCode · 2,385 items
Skills for AI and ML
Skills for AI and ML: what each one does, an install command and example prompts.
sepia-hemingway skill A skill for writing and revising fiction with the built-in Hemingway voice profile. It only works alongside the Sepia plugin.
CX Codex +1
754installs
analyze-results skill This skill reads JSON and CSV experiment outputs, builds comparison tables and runs the statistics. Useful when you have many runs and need to know what they actually show.
CX Codex +1
547installs
experiment-plan skill This skill turns a refined research idea into a claim-driven experiment roadmap with ablations and run order. Use it before implementation or paper validation.
CX Codex +1
544installs
paper-write skill This skill drafts a LaTeX paper section by section from an outline. Useful when the plan is ready and you need the actual prose.
CX Codex +1
539installs
research-refine skill Turns a vague research topic into an implementation-ready method plan through iterative reviewer rounds via Codex MCP, saving checkpoints to disk.
CX Codex +1
531installs
paper-illustration skill Generates publication-quality illustrations and architecture diagrams for papers using Gemini under strict Claude review.
CX Codex +1
527installs
paper-plan skill Turns review conclusions and experiment results into a section-by-section paper outline. Use it before you start writing the draft.
CX Codex +1
526installs
postgres skill A skill for PostgreSQL work: table design, indexing, pgvector, PostGIS, TimescaleDB and migrations. Useful when your agent writes SQL blind.
CX Codex +1
1,400installs
run-experiment skill This skill deploys and runs ML experiments on a local GPU, a remote server, Vast.ai or Modal. Useful when you want training started instead of configured by hand.
CX Codex +1
523installs
convex-design skill This skill designs Convex backends from product requests, covering schemas, functions, auth, files, and LLM workflows. Use it for new or existing Convex projects.
CX Codex +1
36,000installs
convex-agent skill Adds an AI agent backend to a Convex app: durable threads, message history, tool calls and vector search for RAG.
CX Codex +1
35,900installs
monitor-experiment skill This skill checks running experiments, gathers logs and JSON results, and compares metrics. Use it when a job may still be running or needs a status check.
CX Codex +1
518installs
proof-writer skill Drafts mathematically rigorous proofs for ML and AI theory. It tests claims, exposes gaps, and writes structured proof packages to PROOF_PACKAGE.md.
CX Codex +1
515installs
domain-ml skill A Rust-focused skill for ML and AI app design, covering model loading, tensor handling, batching, streaming, and GPU inference.
CX Codex +1
2,800installs
remotion-render skill This skill sends a Remotion React component to inference.sh and gets back an MP4. Useful when video should come from code, not from a timeline editor.
CX Codex +1
109,700installs
daily-ai-news skill Aggregates fresh AI news from media outlets and web search, deduplicates stories, and formats a structured briefing with direct source links.
CX Codex +1
2,600installs
diagnose
official skill This skill audits an AI workflow across five dimensions and returns scores with prioritized fixes. Use it before launch or after major workflow changes.
209installs
result-to-claim skill The skill reads your experiment results and decides which claims they back, which they don't, and what evidence is missing. Run it before writing the paper.
CX Codex +1
506installs
ablation-planner skill Designs ablation studies around the questions reviewers will ask: Codex plans the experiments, Claude checks feasibility and runs them.
CX Codex +1
505installs
research-refine-pipeline skill This skill chains method refinement and experiment planning into one run: from a vague research direction to a focused proposal and a detailed experiment roadmap.
CX Codex +1
504installs
idea-discovery-robot skill A skill that takes a broad robotics direction and turns it into benchmarkable, simulation-first ideas through survey, generation, novelty check and review.
CX Codex +1
501installs
experiment-bridge skill Reads an experiment plan, writes the missing code, gets it reviewed by another model and deploys runs to GPU. Useful when the plan is ready but the implementation is not.
CX Codex +1
497installs
rebuttal skill A skill that turns external reviews into a grounded, venue-compliant rebuttal. Useful when the response deadline is close and you need every concern covered.
CX Codex +1
499installs
power-platform-architect
official skill This skill turns business requirements, use cases, and meeting transcripts into a Power Platform solution architecture with component choices and Mermaid.js diagrams.
205installs
auto-review-loop-llm skill Runs your work through review, fixes and another review until an outside model scores it high enough. Handy for pushing a paper or experiment to submission shape.
CX Codex +1
496installs
cuopt-developer skill Guides AI coding assistants through modifying and building NVIDIA cuOpt internals, covering C++/CUDA and Python bindings.
CX Codex +1
2,700installs
auto-review-loop-minimax skill Runs an autonomous research review-and-fix loop using the MiniMax API. Useful when you need external reviews via MiniMax-M3 instead of OpenAI Codex MCP.
CX Codex +1
491installs
dubbing skill This skill creates dubbed audio and video in other languages through ElevenLabs while keeping the original speakers’ voices. Use it for media localization and transcript edits.
CX Codex +1
4,100installs
training-check skill Checks WandB metrics during training to spot NaN values, loss divergence, and metric degradation before a run finishes.
CX Codex +1
482installs
deepxiv skill Searches and progressively reads open-access papers via DeepXiv. Helps inspect arXiv publications section by section without pulling entire PDFs.
CX Codex +1
476installs
moviepy skill A skill for building video in Python: overlays readable text on LTX-2 and SadTalker footage and composites clips inside one build.py.
CX Codex +1
1,000installs
system-profile skill Profiles Python scripts, processes, memory, and GPUs using CLI utilities and automated code instrumentation. Helps isolate latency bottlenecks in ML pipelines.
CX Codex +1
474installs
agent-designer skill Turns written requirements into a multi-agent architecture, validated tool schemas and a read on your run logs. Worth running before you wire agents to a design you picked by gut.
682installs
paper-claim-audit skill Verifies that every number, comparison and scope claim in a paper matches the raw result files. Worth running before you submit.
CX Codex +1
469installs
skill-optimizer skill A skill for people who write and edit skills: it shows why a model ignores yours and whether it makes output worse.
CX Codex +1
1,400installs
experiment-audit skill Audits experimental integrity through external cross-model review before you publish or claim research results.
CX Codex +1
465installs
serverless-modal skill Runs training, fine-tuning, and inference on serverless Modal GPUs. Helps pick the right GPU tier, estimates run costs upfront, and stops billing when work ends.
CX Codex +1
463installs
cudaq-guide skill Walks you through CUDA-Q installation, simulation targets, QPU access and Python kernel authoring. Useful when you need to get moving with NVIDIA's quantum stack.
CX Codex +1
2,500installs
cuopt-install skill Installs NVIDIA cuOpt for Python, C, or as a REST server via pip, conda, or Docker, then verifies the setup. Helpful when configuring GPU-accelerated routing environments.
CX Codex +1
2,500installs
data-designer skill Creates synthetic datasets and Python data-generation pipelines with Data Designer. Use it when you need to describe a dataset and turn that description into a script.
CX Codex +1
2,500installs
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