Machine learning

Guide for adding new LLM models to Letta Code.

Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything.

Develop AI-powered applications - AI Writing, AI Image, AI Research, Agent extensions, streaming responses.

Visual AI workflow builder - ComfyUI meets n8n for LLM agents, RAG pipelines, and multimodal data flows.

Use when setting up, running, or managing the Botron autonomous red team agent — Docker-based multi-provider LLM pentesting framework.

Run 250+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation.

Infer orthologous genes and gene families across species using OrthoFinder3 (HOG-based phylogenetic orthology), SonicParanoid2, Broccoli, ProteinOrtho, OMA /…

Pull pre-computed ortholog calls from public databases (OrthoDB, Ensembl Compara, OMA browser, eggNOG, PANTHER, KEGG Orthology, HomoloGene) via their REST APIs.

Running AI models locally with Ollama and llama.cpp.

Comprehensive toolkit for developing with the CocoIndex library.

Security warnings, patterns scanner, and LLM diff security reviews

Guide for running Python code on Modal, the serverless compute platform for AI workloads, batch jobs, scheduled tasks, web endpoints, and sandboxed code…

Configure AIsa as a first-class model provider for OpenClaw, enabling production access to major Chinese AI models (Qwen, DeepSeek, Kimi K2.5, Doubao) through…

Reference for Manus's built-in LLM catalog and how to call it correctly.

Text embeddings for semantic search, clustering, RAG retrieval, and similarity.

Use when debugging ADK agents, inspecting sessions, testing agent behavior, troubleshooting tool calls, event flow issues, or diagnosing LLM/model problems.

Upload a local file or image to a docshare instance (default https://docs.safzan.dev) and return a 24h-TTL download URL.

ArXiv research curator agent — bootstraps from agent-sheets/arxiv.md directives.

LocalMaxxing API for local-LLM benchmark + eval leaderboards.

News curator agent — bootstraps from agent-sheets/news.md directives.

Manus webdev fullstack (web-db-user) & mobile-app (Expo) projects — built-in LLM integration for AI features, chat completions, structured JSON responses…

Use when adding new models or API keys to an LLM proxy service like chatgptpay.cc, APIKEY.FUN, 4router, FennoAI, or any OpenAI-compatible relay that has a…

Build production embedding pipelines for semantic search, RAG, and recommendation systems.

大模型数据动态定期洞察 Skill。用于自动从小红书、微信公众号、百度、行业媒体采集最新数据，**重点监控头部厂商和外部数商的"招募动态"**（数据标注任务招募、专家招募画像），推断下一代模型发力方向，生成 Excel 报告和市场洞察。…