Machine learning

NVIDIA CDF curation and retrieval.

Convert existing PyTorch Lightning training code into an NVFLARE federated job using the Lightning Client API patch, local validation, and job export; use…

Convert existing plain or manual PyTorch training code into an NVFLARE federated job using Client API model exchange, local validation, and job export; use…

Compute federated statistics over tabular data (count, sum, mean, stddev, var, histogram, quantile, noise-protected min/max) and image data (count…

AI/LLM应用攻击:提示注入,Agent工具滥用RCE,RAG投毒,MCP供应链,torch.load pickle RCE。Use when testing LLM apps, agents, RAG, MCP plugins, or AI model file risks.

Push the LLM to reconsider, refine, and improve its recent output.

Profound LLM citation tracker (extension).

Add a new LLM provider to hermesllm.

Integrate Expo and React Native into an existing native iOS or Android app.

Create, refine, or fix NVIDIA voice agents (Cascaded or Omni) with Pipecat or LiveKit.

Generating Headless CMS entry content with AI from your own code, by delegating to the AI Power Ups extension instead of calling an LLM directly.

Generate a single-file compressed symbol map of a TypeScript or Swift repository — files, exported symbols, typed signatures, plugin boundaries — sized to fit…

Codex 1M context: direct OpenAI Responses API inference, safe Astra/Sol/Terra/Luna input headroom, Keychain delivery, and Mac fleet rollout.

Run NV-Reason-CT inference on user-provided 3D NIfTI chest or abdominal CT volumes for engineering and research workflows.

Fine-tune a manifest-backed GR00T or openpi remote Task on compatible LeRobot data.

Generative Engine Optimization (GEO) — make content rank in AI search answers from ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.

Build animations and interactive elements (explainers, figures, hero visuals, step-through walkthroughs) in the crafted isometric "Anatomy" style, with many…

Render the provided prompt template with Jinja context and send it to the active NPC's LLM.

Infers genetic super-population ancestry from a 23andMe/AncestryDNA file and computes ancestry-stratified odds ratios with an exploratory Ancestry Elevation…

Given a gene and a single-cell atlas, compute how cell-type-specific its expression is — the tau specificity index, Sarle's expression bimodality coefficient…

Local-first long-term memory for AI agents via MCP — zero LLM calls at write time, typed retrieval at read time.

Skill for searching and evolving the SQLite-backed Knowledge Graph.

Skill for population-based Knowledge Graph evolution via Sememolution.

Skill for working with local .knowledge.yaml files via KnowledgeStore.