angelburgosrosado
- 54 skills
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- 8 hours ago last updated
- ▌ Dspy · angelburgosrosado bundleBuild complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for systematic LM programming
- ▌ Fastmcp · angelburgosrosado bundleBuild, test, inspect, install, and deploy MCP servers with FastMCP in Python. Use when creating a new MCP server, wrapping an API or database as MCP tools, exposing resources or prompts, or preparing a FastMCP server for Claude Code, Cursor, or HTTP deployment.
- ▌ Faiss · angelburgosrosado bundleFacebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for high-performance applications.
- ▌ Llava · angelburgosrosado bundleLarge Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA language models. Supports multi-turn image chat, visual question answering, and instruction following. Use for vision-language chatbots or image understanding tasks. Best for conversational image analysis.
- ▌ Simpo Training · angelburgosrosado bundleSimple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use for preference alignment when want simpler, faster training than DPO/PPO.
- ▌ Slime Rl Training · angelburgosrosado bundleProvides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling.
- ▌ Chroma · angelburgosrosado bundleOpen-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.
- ▌ Qdrant Vector Search · angelburgosrosado bundleHigh-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.
- ▌ Sparse Autoencoder Training · angelburgosrosado bundleProvides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.
- ▌ Video To Website · angelburgosrosadoTurn a video into a premium scroll-driven animated website with GSAP, canvas frame rendering, and layered animation choreography.
- ▌ Pinecone · angelburgosrosado bundleManaged vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms p95). Use for production RAG, recommendation systems, or semantic search at scale. Best for serverless, managed infrastructure.
- ▌ Base · angelburgosrosado bundleQuery Base (Ethereum L2) blockchain data with USD pricing — wallet balances, token info, transaction details, gas analysis, contract inspection, whale detection, and live network stats. Uses Base RPC + CoinGecko. No API key required.
- ▌ Agentmail · angelburgosrosadoGive the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. hermes-agent@agentmail.to).
- ▌ Huggingface Accelerate · angelburgosrosado bundleSimplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). Interactive config, single launch command. HuggingFace ecosystem standard.
- ▌ Instructor · angelburgosrosado bundleExtract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library
- ▌ Distributed LLM Pretraining Torchtitan · angelburgosrosado bundleProvides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and distributed checkpointing.
- ▌ Solana · angelburgosrosado bundleQuery Solana blockchain data with USD pricing — wallet balances, token portfolios with values, transaction details, NFTs, whale detection, and live network stats. Uses Solana RPC + CoinGecko. No API key required.
- ▌ Lambda Labs Gpu Cloud · angelburgosrosado bundleReserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent filesystems, or high-performance multi-node clusters for large-scale training.
- ▌ Sherlock · angelburgosrosadoOSINT username search across 400+ social networks. Hunt down social media accounts by username.
- ▌ Nemo Curator · angelburgosrosado bundleGPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with RAPIDS. Use for preparing high-quality training datasets, cleaning web data, or deduplicating large corpora.
- ▌ Tensorrt LLM · angelburgosrosado bundleOptimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantization (FP8/INT4), in-flight batching, and multi-GPU scaling.
- ▌ Scrapling · angelburgosrosadoWeb scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.
- ▌ Siyuan · angelburgosrosadoSiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl.
- ▌ Blender MCP · angelburgosrosadoControl Blender directly from Hermes via socket connection to the blender-mcp addon. Create 3D objects, materials, animations, and run arbitrary Blender Python (bpy) code. Use when user wants to create or modify anything in Blender.
- ▌ Neuroskill Bci · angelburgosrosado bundleConnect to a running NeuroSkill instance and incorporate the user's real-time cognitive and emotional state (focus, relaxation, mood, cognitive load, drowsiness, heart rate, HRV, sleep staging, and 40+ derived EXG scores) into responses. Requires a BCI wearable (Muse 2/S or OpenBCI) and the NeuroSkill desktop app running locally.
- ▌ Optimizing Attention Flash · angelburgosrosado bundleOptimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.
- ▌ Domain Intel · angelburgosrosado bundlePassive domain reconnaissance using Python stdlib. Subdomain discovery, SSL certificate inspection, WHOIS lookups, DNS records, domain availability checks, and bulk multi-domain analysis. No API keys required.
- ▌ Parallel CLI · angelburgosrosadoOptional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows.
- ▌ Telephony · angelburgosrosado bundleGive Hermes phone capabilities without core tool changes. Provision and persist a Twilio number, send and receive SMS/MMS, make direct calls, and place AI-driven outbound calls through Bland.ai or Vapi.
- ▌ Oss Forensics · angelburgosrosado bundleSupply chain investigation, evidence recovery, and forensic analysis for GitHub repositories. Covers deleted commit recovery, force-push detection, IOC extraction, multi-source evidence collection, hypothesis formation/validation, and structured forensic reporting. Inspired by RAPTOR's 1800+ line OSS Forensics system.
- ▌ Pytorch Lightning · angelburgosrosado bundleHigh-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.
- ▌ Meme Generation · angelburgosrosado bundleGenerate real meme images by picking a template and overlaying text with Pillow. Produces actual .png meme files.
- ▌ Docker Management · angelburgosrosadoManage Docker containers, images, volumes, networks, and Compose stacks — lifecycle ops, debugging, cleanup, and Dockerfile optimization.
- ▌ Duckduckgo Search · angelburgosrosado bundleFree web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs` is available in the current runtime.
- ▌ Gitnexus Explorer · angelburgosrosado bundleIndex a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
- ▌ Honcho · angelburgosrosadoConfigure and use Honcho memory with Hermes -- cross-session user modeling, multi-profile peer isolation, observation config, and dialectic reasoning. Use when setting up Honcho, troubleshooting memory, managing profiles with Honcho peers, or tuning observation and recall settings.
- ▌ Openclaw Migration · angelburgosrosado bundleMigrate a user's OpenClaw customization footprint into Hermes Agent. Imports Hermes-compatible memories, SOUL.md, command allowlists, user skills, and selected workspace assets from ~/.openclaw, then reports exactly what could not be migrated and why.
- ▌ Huggingface Tokenizers · angelburgosrosado bundleFast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.
- ▌ Blackbox · angelburgosrosadoDelegate coding tasks to Blackbox AI CLI agent. Multi-model agent with built-in judge that runs tasks through multiple LLMs and picks the best result. Requires the blackbox CLI and a Blackbox AI API key.
- ▌ One Three One Rule · angelburgosrosadoStructured decision-making framework for technical proposals and trade-off analysis. When the user faces a choice between multiple approaches (architecture decisions, tool selection, refactoring strategies, migration paths), this skill produces a 1-3-1 format: one clear problem statement, three distinct options with pros/cons, and one concrete recommendation with definition of done and implementation plan. Use when the user asks for a "1-3-1", says "give me options", or needs help choosing between competing approaches.
- ▌ Hermes Atropos Environments · angelburgosrosado bundleBuild, test, and debug Hermes Agent RL environments for Atropos training. Covers the HermesAgentBaseEnv interface, reward functions, agent loop integration, evaluation with tools, wandb logging, and the three CLI modes (serve/process/evaluate). Use when creating, reviewing, or fixing RL environments in the hermes-agent repo.
- ▌ Karpathy Guidelines · angelburgosrosadoBehavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
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- ▌ Content Ops · angelburgosrosado bundleGenerate consistent support docs, promotional copy, product descriptions, emails, and social content — all anchored to a single brand manifest (BRAND.md) so every generation is uniform in voice, terminology, and messaging.
- ▌ Google Veo · angelburgosrosadoGenerate videos with Google Veo models via inference.sh CLI. Models: Veo 3.1, Veo 3.1 Fast, Veo 3, Veo 3 Fast, Veo 2. Capabilities: text-to-video, cinematic output, high quality video generation. Triggers: veo, google veo, veo 3, veo 2, veo 3.1, vertex ai video, google video generation, google video ai, veo model, veo video
- ▌ Git Workflow · angelburgosrosado bundleComprehensive Git workflow skill for committing, branching, PRs, code review, and repo maintenance. Trigger on: "commit", "push", "create a PR", "open a pull request", "code review", "clean branches", "gone branches", "merge", "branch", "git", "stash", "rebase", or any request to manage version control, review changes, or prepare code for shipping.
- ▌ Rust Agentai · angelburgosrosado bundleBuild AI agents in Rust using the agentai crate. Use this skill whenever the user wants to create a Rust AI agent, implement a tool-using agent in Rust, use structured output from an LLM in Rust, integrate MCP servers into a Rust agent, or work with the agentai or genai crates. Trigger on phrases like "Rust agent", "build an agent in Rust", "agentai crate", "structured output in Rust", "MCP in Rust", or any request to build an LLM-powered application in Rust.
- ▌ Godmode · angelburgosrosado bundleJailbreak API-served LLMs using G0DM0D3 techniques — Parseltongue input obfuscation (33 techniques), GODMODE CLASSIC system prompt templates, ULTRAPLINIAN multi-model racing, encoding escalation, and Hermes-native prefill/system prompt integration. Use when a user wants to bypass safety filters, jailbreak a model, or red-team model robustness.
- ▌ Shopify Liquid · angelburgosrosado bundleLiquid is an open-source templating language created by Shopify. It is the backbone of Shopify themes and is used to load dynamic content on storefronts. Keywords: liquid, theme, shopify-theme, liquid-component, liquid-block, liquid-section, liquid-snippet, liquid-schemas, shopify-theme-schemas
- ▌ Video Prompt Builder · angelburgosrosado bundleGenerate detailed, shot-by-shot AI video prompts for Seedance 2.0 from a creative brief. Use this skill whenever the user wants to create a video prompt, write a shot list, plan a video sequence, describe a video concept for AI generation, or mentions Seedance. Also trigger when the user describes a scene, ad concept, brand film, product video, or any visual sequence they want turned into structured prompts — even if they don't explicitly say "video prompt." Trigger on phrases like "write me a video prompt", "Seedance prompt", "shot list", "plan a video", "video concept", "create a sequence", "brand film prompt", "ad prompt", or any time the user describes what they want to happen in a video and needs it translated into generation-ready prompts.
- ▌ Opencode · angelburgosrosadoDelegate coding tasks to OpenCode CLI agent for feature implementation, refactoring, PR review, and long-running autonomous sessions. Requires the opencode CLI installed and authenticated.
- ▌ Research Paper Writing · angelburgosrosado bundleEnd-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission. Covers NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Integrates automated experiment monitoring, statistical analysis, iterative writing, and citation verification.
- ▌ Hermes Agent · angelburgosrosadoComplete guide to using and extending Hermes Agent — CLI usage, setup, configuration, spawning additional agents, gateway platforms, skills, voice, tools, profiles, and a concise contributor reference. Load this skill when helping users configure Hermes, troubleshoot issues, spawn agent instances, or make code contributions.
- ▌ Annuity Life Insurance Sales · angelburgosrosadoGuide annuity and life-insurance sales workflows—discovery, suitability, product selection, objections, closing, and servicing—when supporting licensed insurance sales conversations or deliverables.