AI & LLM Engineering · By jeremylongshore

Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.

jeremylongshore/tons-of-skills-marketplace

Execute this skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin.

jeremylongshore/tons-of-skills-marketplace

Execute this skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin.

jeremylongshore/tons-of-skills-marketplace

Execute this skill optimizes prompts for large language models (llms) to reduce token usage, lower costs, and improve performance.

jeremylongshore/tons-of-skills-marketplace

Build, evaluate, deploy, publish, or modernize Google ADK agent applications with Google's maintained agents-cli workflow.

jeremylongshore/tons-of-skills-marketplace

Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time.

jeremylongshore/tons-of-skills-marketplace

Process images using object detection, classification, and segmentation.

jeremylongshore/tons-of-skills-marketplace

Build production Firebase Genkit applications including RAG systems, multi-step flows, and tool calling for Node.js/Python/Go.

jeremylongshore/tons-of-skills-marketplace

Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation.

jeremylongshore/tons-of-skills-marketplace

Diagnose the most expensive silent failure on a CoreWeave multi-node GPU job: GPUDirect RDMA falling back from InfiniBand to TCP.

jeremylongshore/tons-of-skills-marketplace

Triage a dead or degraded GPU on a CoreWeave node fast — decide reschedule vs GPU-reset vs node-reboot vs RMA from an Xid code or a pasted dmesg / nvidia-smi blob, so a bad card does not silently…

jeremylongshore/tons-of-skills-marketplace

Durable, idempotent ingest pipeline for Podium call transcripts — the layer between Podium's transcript webhook and a downstream RAG/LLM queue.

jeremylongshore/tons-of-skills-marketplace

Bulk-export Podium conversation, review, and contact history into a vector-store-ready corpus with cursor-paginated full crawls, CDC via updatedat watermarks, attachment URL refresh on expiry…

jeremylongshore/tons-of-skills-marketplace

Bridge a live Podium call transcript or webchat turn to an LLM by fetching relevant historical conversation context as a structured RAG bundle — vector search over embedded prior conversations +…

jeremylongshore/tons-of-skills-marketplace

Monitor and optimize LLM costs using Langfuse analytics and dashboards.

jeremylongshore/tons-of-skills-marketplace

Implement Langfuse rate limiting, batching, and backoff patterns.

jeremylongshore/tons-of-skills-marketplace

Langfuse SDK best practices, patterns, and idiomatic usage. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Scaffold production-ready AI agents on Google's Agent Development Kit (ADK): ReAct-style single agents, multi-agent orchestration (Sequential/Parallel/Loop), tool wiring, evaluation, and optional…

jeremylongshore/tons-of-skills-marketplace

Analyze and enforce repository, runtime, data, spend, endpoint, and approval guardrails without guessing secret formats or content-policy rules.

jeremylongshore/tons-of-skills-marketplace

Create production-grade agent .md files aligned with the current Anthropic subagent contract.

jeremylongshore/tons-of-skills-marketplace

Analyze and control AssemblyAI model, feature, duration, retry, concurrency, and LLM Gateway spend using measured usage.

jeremylongshore/tons-of-skills-marketplace

Analyze and design an AssemblyAI architecture spanning pre-recorded jobs, Streaming v3, LLM Gateway, callbacks, queues, retention, and audit evidence.

jeremylongshore/tons-of-skills-marketplace

Analyze and apply AssemblyAI secret, region, consent, retention, deletion, and model-training controls.

jeremylongshore/tons-of-skills-marketplace

Migrate legacy AssemblyAI Streaming v2 and LeMUR integrations to Streaming v3 and LLM Gateway with parity evidence.

jeremylongshore/tons-of-skills-marketplace

Reduce unnecessary Canva Connect operations using measured request, retry, cache, and premium-feature evidence.

jeremylongshore/tons-of-skills-marketplace

Implement repository and runtime controls for Canva Connect authorization, secrets, previews, data, retries, and CI trust.

jeremylongshore/tons-of-skills-marketplace

Debug complex Claude issues — inconsistent outputs, tool use failures, Use when working with advanced-troubleshooting patterns.

jeremylongshore/tons-of-skills-marketplace

Build different types of Claude-powered applications — chatbots, RAG systems, Use when working with architecture-variants patterns.

jeremylongshore/tons-of-skills-marketplace

Diagnose and fix Anthropic API errors — authentication, rate limits, Use when working with common-errors patterns.

jeremylongshore/tons-of-skills-marketplace

Redirect to claude-embeddings-search for tool use (function calling) and agentic loop patterns with Claude.

jeremylongshore/tons-of-skills-marketplace

Optimize Anthropic API costs — model selection, prompt caching, batches, Use when working with cost-tuning patterns.

jeremylongshore/tons-of-skills-marketplace

Implement tool use (function calling) with Claude to let it execute actions, Use when working with embeddings-search patterns.

jeremylongshore/tons-of-skills-marketplace

Send your first message to Claude using the Anthropic SDK. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Install and configure the Anthropic SDK for Claude API access.

jeremylongshore/tons-of-skills-marketplace

Common mistakes when building with the Anthropic API and how to avoid them.

jeremylongshore/tons-of-skills-marketplace

Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns.

jeremylongshore/tons-of-skills-marketplace

Migrate from OpenAI/GPT to Anthropic/Claude — API differences, Use when working with migration-deep-dive patterns.

jeremylongshore/tons-of-skills-marketplace

Stream Claude responses, use system prompts, handle multi-turn conversations, Use when working with model-inference patterns.

jeremylongshore/tons-of-skills-marketplace

Optimize Anthropic API latency — streaming, prompt caching, model selection, Use when working with performance-tuning patterns.

jeremylongshore/tons-of-skills-marketplace

Implement content safety guardrails for Claude — input filtering, Use when working with policy-guardrails patterns.

jeremylongshore/tons-of-skills-marketplace

Production readiness checklist for Claude-powered applications — Use when working with prod-checklist patterns.

jeremylongshore/tons-of-skills-marketplace

Production-ready Anthropic SDK patterns — client config, retries, timeouts, Use when working with sdk-patterns patterns.

jeremylongshore/tons-of-skills-marketplace

Secure your Anthropic integration — API key management, input validation, Use when working with security-basics patterns.

jeremylongshore/tons-of-skills-marketplace

Upgrade Anthropic SDK versions and migrate between Claude model generations.

jeremylongshore/tons-of-skills-marketplace

Build a Cohere v2 RAG pipeline with asymmetric embeddings, retrieval, Rerank v4, grounded Chat, and citation validation.

jeremylongshore/tons-of-skills-marketplace

Build a bounded Cohere v2 tool-use loop with JSON Schema, explicit dispatch, result correlation, and approval gates.

jeremylongshore/tons-of-skills-marketplace

Migrate an application to or from Cohere with a provider adapter, parallel embedding index, quality evaluation, canary traffic, and rollback.

jeremylongshore/tons-of-skills-marketplace

Design a governed Cohere architecture for Chat, RAG, tools, streaming, evaluation, and provider operations.

jeremylongshore/tons-of-skills-marketplace