Agent Skills by Allen Pan
Showing 71 vetted skills indexed across 2 GitHub repositories.
blogwatcher
Automate blog and RSS feed monitoring with blogwatcher-cli.
polymarket
Retrieve prediction market data from Polymarket's public REST APIs.
llm-wiki
Develop a Markdown-based knowledge base from human-curated sources.
research-paper-writing
Automates ML/AI research-paper writing and management workflows from experiment design to submission preparation.
xitter
Post, read, search, and manage tweets via the x-cli terminal tool.
jupyter-live-kernel
Executes stateful Python code in a live Jupyter kernel environment.
systematic-debugging
Guide developers through a four-phase root cause debugging process.
requesting-code-review
Automate pre-commit code review with static security scanning and auto-fix loops.
dspy
Program language models declaratively and optimize prompts with dspy.
grpo-rl-training
Implement GRPO fine-tuning of language models with TRL and custom reward functions.
peft-fine-tuning
Fine-tune large language models with LoRA and QLoRA for parameter-efficient training.
axolotl
Automate language model fine-tuning with Axolotl configurations and training.
pytorch-fsdp
Optimize PyTorch FSDP training with parameter sharding, mixed precision, and CPU offloading.
unsloth
Fine-tune LLMs with LoRA and QLoRA using the Unsloth framework.
audiocraft-audio-generation
Generate music and sound effects from text using the PyTorch-based AudioCraft library.
segment-anything-model
Segment objects in images using point, box, or mask prompts.
stable-diffusion-image-generation
Convert text descriptions into high-resolution images with Stable Diffusion.
modal-serverless-gpu
Deploy ML models to Modal's serverless GPU cloud with Python-based configuration files.
gguf-quantization
Convert and quantize models to GGUF format for CPU and GPU inference.
serving-llms-vllm
Serve LLMs with vLLM's PagedAttention and continuous batching.
obliteratus
Remove refusal behaviors from open-weight LLMs using mechanistic interpretability techniques.
outlines
Generate structured text outputs matching JSON, XML, or code schemas.
evaluating-llms-harness
Evaluate LLMs on academic benchmarks like MMLU and HumanEval.
weights-and-biases
Automate MLOps workflows with Weights & Biases for experiment tracking and model versioning.