NeVibeCode · 2,385 items
Skills for AI and ML
Skills for AI and ML: what each one does, an install command and example prompts.
policy-starter
official skill Drafts an internal firm AI usage policy based on published model standards and legal guidelines. Useful when creating a first policy version or updating an outdated rulebook.
CX Codex +1
592installs
creative-thinking-for-research skill A skill that runs your research problem through eight cognitive-science frameworks for creativity, aimed at finding non-obvious directions in CS and AI.
CX Codex +1
1,200installs
academic-plotting skill Turns a paper section or a results table into a figure: Gemini for architecture diagrams, matplotlib and seaborn for data charts.
CX Codex +1
1,200installs
brainstorming-research-ideas skill Guides researchers through ten structured ideation frameworks to uncover research topics. Useful when switching fields or getting unstuck on an existing project.
CX Codex +1
1,200installs
nanobanana skill The nanobanana skill gives your agent image generation and editing through Google Gemini 3 Pro Image (Nano Banana Pro). It runs from the command line or from Python.
CX Codex +1
2,900installs
recommendation-canvas skill Evaluates AI product proposals across business goals, PESTEL threats, and solution hypotheses. Built for product managers defending new AI initiatives before leadership.
CX Codex +1
2,100installs
figure-designer skill Picks the paradigm, layout and tool for the three figures that carry a paper, then audits them against a rule set.
CX Codex +1
744installs
idea-evaluator skill Scores a draft research idea on five dimensions, audits fatal flaws and returns a reviewer-style verdict before you sink time into the work.
CX Codex +1
740installs
setup skill Sets up an autoresearch experiment by collecting its target file, evaluation command, metric, and optimization direction. Use it before starting an optimization loop.
1,480installs
eval-engineering skill A skill that walks you through agent eval design: it inspects your repo, writes a Task Spec, then builds and audits runnable tasks in Harbor.
CX Codex +1
5,300installs
aws-cleanrooms skill Walks your agent through AWS Clean Rooms permission failures and missing CloudWatch logs for custom ML model jobs.
CX Codex +1
5,700installs
intro-drafter skill Turns your research notes into six paragraphs of Introduction prose: limitations, goal, challenges, solution, contributions.
CX Codex +1
720installs
bailian-protocol skill Shared execution protocol for the Aliyun Bailian bl skill family. It sets confirmation rules, provider routing, and safeguards for high-risk operations.
CX Codex +1
9,200installs
bailian-gen skill Generates and edits images, video, and audio through Bailian, with media understanding tools too. Use it when an agent needs to create, transcribe, or inspect media files.
CX Codex +1
9,200installs
langgraph-python-quickstart skill Scaffolds a minimal local LangGraph Python agent using the official quickstart. Useful when you need to test a Graph API agent in an isolated folder.
CX Codex +1
5,200installs
trl-training skill Helps write and debug TRL post-training code for language models, including SFT, DPO, GRPO, KTO and reward-model training.
CX Codex +1
909installs
qiaomu-mondo-poster-design skill Generates AI prompts and visuals in Mondo screen-print aesthetic with limited palettes, negative space, and tailored aspect ratios.
CX Codex +1
1,400installs
bailian-finetune skill Drives a Bailian fine-tuning job end to end, from dataset check to a deployed service, with sft, lora, dpo and cpt on text, audio and image models.
CX Codex +1
9,200installs
latex-paper-en skill A skill for an existing English .tex paper: repairs the build, checks venue formatting, bibliography and language. Useful when the draft exists and the deadline is close.
CX Codex +1
5,900installs
firecrawl-research-index skill A skill that finds papers for a research query in Firecrawl's index: semantic search over abstracts, citation-based expansion, and in-body verification.
CX Codex +1
24,400installs
vibe-research-workflow skill A skill that runs an AI-assisted research session across three sub-flows: coding, figures, writing. It picks the right tool for each stage and keeps academic judgment with you.
CX Codex +1
697installs
deepagents-python-quickstart skill Scaffolds a minimal Deep Agent in Python from the live LangChain quickstart: asks for a model, keeps work in a fresh folder, swaps Tavily for provider-native search.
CX Codex +1
5,000installs
langgraph-typescript-quickstart skill Scaffolds a minimal local LangGraph agent in TypeScript following official docs. Useful when testing graph architectures locally without polluting existing repositories.
CX Codex +1
5,000installs
langchain-python-quickstart skill Builds a minimal local LangChain agent in Python from the current quickstart. Use it to try an agent in a separate project directory.
CX Codex +1
5,000installs
open-edit skill Skill for building and editing videos via HTML compositions and VEED CLI tools. Useful for captions, motion graphics, background removal, and AI presenters.
CX Codex +1
1,100installs
amazon-elasticache skill This skill routes ElastiCache work from engine selection and setup to data modeling, GenAI caching, vector search, monitoring, and migration.
CX Codex +1
5,400installs
benchmark-paper-template skill Audits a benchmark paper against five pillars and returns a section skeleton, a six-part Introduction chain and a pre-submission checklist.
CX Codex +1
684installs
deepagents-typescript-quickstart skill Scaffolds a minimal TypeScript Deep Agent from the official quickstart, swapping Tavily for the provider's built-in web search.
CX Codex +1
4,900installs
langchain-typescript-quickstart skill Builds a minimal LangChain agent in TypeScript following the official quickstart: a weather tool, createAgent, its own folder. Handy when you want to try LangChain locally.
CX Codex +1
5,000installs
hf-mem skill Estimates the memory a Hugging Face model needs for inference without downloading the weights. Useful before you commit a GPU to a model.
CX Codex +1
858installs
options-strategy-advisor skill Prices options with Black-Scholes, computes Greeks and simulates strategy P/L. Useful when you want to work through a covered call, spread or straddle without a market data subscription.
CX Codex +1
3,700installs
serenity-aleabitoreddit skill Applies trader Serenity's supply-chain lens to US semiconductor and AI stocks. It helps spot upstream hardware bottlenecks before institutions price them in.
CX Codex +1
3,000installs
folklore-variant-evidence skill This skill retrieves public ClinGen assertions and evidence for one GRCh38 variant through Folklore MCP. Use it to inspect variant resolution and find related literature.
CX Codex +1
484installs
neon-ai-gateway skill This skill teaches your agent to route LLM and embedding calls through Neon AI Gateway, using a single Neon credential instead of separate provider keys.
CX Codex +1
27,700installs
pubmed-database skill Gives your agent a CLI into PubMed and PubMed Central: search papers, pull abstracts and full text, link publications to biological databases.
CX Codex +1
2,700installs
harness-engineering
official skill Turns repeated coding agent mistakes into repository rules, drift checks, and regression tests. Use it when Copilot keeps repeating the same errors in your project.
366installs
huggingface-lora-space-builder skill Builds and publishes Gradio demos on Hugging Face Spaces for LoRA checkpoints. Tailors diffusers pipelines and UI inputs, targeting ZeroGPU hardware by default.
CX Codex +1
810installs
stable-diffusion-image-generation skill A skill that walks your agent through Stable Diffusion image generation with HuggingFace Diffusers: text-to-image, img2img, inpainting, ControlNet.
CX Codex +1
1,000installs
vcp-screener skill Screens S&P 500 stocks for Minervini's Volatility Contraction Pattern and walks one ticker's history for past VCP setups.
CX Codex +1
3,500installs
product-demand-research skill This skill mines Reddit, social posts and video comments for complaints, requests and buyer objections. Useful before you commit to building a product.
CX Codex +1
1,200installs
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