AI & LLM Engineering · By sickn33

Create custom AI subagents with proper plugin structure, persona generation, and companion routing skills.

sickn33/agentic-awesome-skills

Autonomous AI code generation safety guardrail register: static AST analysis, forbidden import filters, and zero-day vulnerability checks.

sickn33/agentic-awesome-skills

Orchestrate AI/ML pipelines for data ingestion, model training, batch inference, and RAG indexing using Prefect, Airflow, or Dagster.

sickn33/agentic-awesome-skills

Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project page.

sickn33/agentic-awesome-skills

Build and publish a Gradio demo on Hugging Face Spaces for a user-provided LoRA.

sickn33/agentic-awesome-skills

Hunt vector-store / embedding-layer weaknesses in RAG pipelines (OWASP LLM08 Vector and Embedding Weaknesses)

sickn33/agentic-awesome-skills

Audit named agent instructions, tool definitions, and supported Python prompts with local LintLang checks; return finding codes and locations without changing files.

sickn33/agentic-awesome-skills

Reduce LLM API and infrastructure costs through model selection, prompt caching, batching, caching, quantization, and self-hosting strategies.

sickn33/agentic-awesome-skills

Set up infrastructure for fine-tuning LLMs with QLoRA, LoRA, and full fine-tuning using Hugging Face TRL, Axolotl, and distributed training with DeepSpeed or FSDP.

sickn33/agentic-awesome-skills

Deploy an API gateway for LLM traffic with load balancing, rate limiting, key management, semantic caching, fallback routing, and cost tracking.

sickn33/agentic-awesome-skills

Auto-scale LLM inference clusters on Kubernetes using KEDA, custom GPU metrics, and horizontal pod autoscaling.

sickn33/agentic-awesome-skills

Deploy ML models on Kubernetes with KServe (formerly KFServing) and NVIDIA Triton Inference Server.

sickn33/agentic-awesome-skills

Design and optimize production-grade multi-agent systems with LangGraph, LangChain, and DeepAgents for complex AI workflows.

sickn33/agentic-awesome-skills

Design n8n AI agents, chains, classifiers, extractors, tool calling, memory, RAG, structured output, and human-review flows.

sickn33/agentic-awesome-skills

Register custom Pi Agent model slugs so saved OpenRouter variants resolve correctly.

sickn33/agentic-awesome-skills

Build and operate Retrieval-Augmented Generation (RAG) infrastructure with vector stores, embedding pipelines, and hybrid search.

sickn33/agentic-awesome-skills

Integrate RouterBase as an OpenAI-compatible model gateway for routing GPT, Claude, Gemini, media, audio, and embedding requests.

sickn33/agentic-awesome-skills

Run reproducible DeepSWE coding-agent benchmark evaluations through OpenRouter and mini-swe-agent.

sickn33/agentic-awesome-skills

Checks what a shipped AI product's system prompt and tool schema actually say, by reading a dated archive of captured prompts instead of recalling them.

sickn33/agentic-awesome-skills

Fine-tune and post-train LLMs with Unsloth Core on a single consumer GPU: VRAM sizing, LoRA/QLoRA, GRPO/DPO, chat-template correctness, and GGUF export.

sickn33/agentic-awesome-skills

Ultra-dense token optimizer skill for prompt caching, log pruning, AST-based inspection, and minified JSON payloads.

sickn33/agentic-awesome-skills

Designs composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework

sickn33/agentic-awesome-skills

Deploy, monitor, and debug long GPU jobs on RENTED/remote instances (AutoDL, RunPod, vast.ai, Lambda, Slurm, K8s): teardown/billing safety, spot resilience, resumable checkpointing, OOM/NaN triage.

sickn33/agentic-awesome-skills

Measurement-driven model router for Claude Code. An agent skill from sickn33/agentic-awesome-skills.

sickn33/agentic-awesome-skills

Build Weaviate AI apps from official cookbook blueprints for RAG, agentic RAG, data exploration, multimodal PDF search, async clients, and frontends.

sickn33/agentic-awesome-skills

Build automated evaluation suites for AI agents using golden datasets, rubrics, and regression gates.

sickn33/agentic-awesome-skills

Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript.

sickn33/agentic-awesome-skills

Author and review high-quality agent skills with triggers, progressive disclosure, and safety notes.

sickn33/agentic-awesome-skills

Hugging Face Dataset Viewer

sickn33/agentic-awesome-skills