Agent Skills by cedricable
Showing 311 vetted skills indexed across 3 GitHub repositories.
content-research-writer
Research, outline, and refine written content with citations and section feedback.
research
Gathers and synthesizes web evidence into cited research answers.
dspy
Build declarative language-model pipelines and optimize them with teleprompters.
ask-questions-if-underspecified
Identifies gaps in software implementation requests and asks minimal clarifying questions before coding begins.
nemo-guardrails
Detect and block unsafe LLM interactions using Colang 2.0 rail definitions.
training-llms-megatron
Train large language models with distributed parallelism across multi-GPU clusters.
llamaindex
Build retrieval-augmented question answering over private documents with LlamaIndex.
simpo-training
Train language models with SimPO using preference pairs without a reference model.
Command Development
Design Claude Code slash commands with YAML frontmatter and argument handling.
deepspeed
Configure DeepSpeed JSON settings for distributed PyTorch training.
backend-development
Design backend APIs, database schemas, and service architecture for REST services.
evaluating-code-models
Benchmark code generation models across HumanEval, MBPP, and MultiPL-E with pass@k scoring.
moe-training
Train mixture-of-experts models with sparse routing and expert parallelism.
peft-fine-tuning
Fine-tune large language models with LoRA and QLoRA adapters.
torchforge-rl-training
Coordinate distributed PyTorch-native RL training for agentic language models.
nemo-curator
Curate large-scale multimodal datasets with quality filtering, deduplication, and PII redaction.
chroma
Store embeddings and metadata for semantic document retrieval.
prompt-guard
Detect prompt injections and jailbreak attempts in LLM inputs.
Skill Development
Create and organize Claude Code skills with triggers, instructions, and resources.
database-design
Design database schemas and migration plans for PostgreSQL, MySQL, and NoSQL systems.
llama-factory
Guide LLaMA-Factory fine-tuning and deployment workflows for large language models.
video-downloader
Download YouTube videos, playlists, and batches with selectable formats and metadata.
theme-factory
Apply visual themes with coordinated colors and typography to slides, documents, reports, and HTML landing pages.
knowledge-distillation
Compress large language models into smaller students via logit matching and reverse-KL strategies.