AI & LLM Engineering

Generate or convert Claude Code prompt files — command orchestrators, skill files, agent role definitions, or style conversion of existing files.

catlog22/Claude-Code-Workflow

A skill your agent uses when you need to generate a checklist document with Java system prompts from skills.xml, following the embedded section template and producing INVENTORY-SKILLS-JAVA.md.

jabrena/plinth

AI Build Cost Tracker — track how much AI is costing you per feature.

Houseofmvps/ultraship

Fit an AReno training or rollout workload to available GPUs by tuning TP, mini-batch, batch, sample count, and rollout concurrency.

inclusionAI/AReno

Write code that calls the installed nvMolKit Python API for GPU-accelerated, batched RDKit-style operations - Morgan fingerprints, Tanimoto/cosine similarity, ETKDG conformer embedding, MMFF/UFF…

NVIDIA-BioNeMo/bionemo-agent-toolkit

LiteLLM-RS Streaming Architecture. An agent skill from majiayu000/litellm-rs.

majiayu000/litellm-rs

A skill your agent uses for BetterTogether, prompt plus weight optimization, fine-tuning sequences, and strategy chains like p - w - p.

OmidZamani/dspy-skills

Guidance for implementing neural network inference (like GPT-2) under extreme code size constraints.

lazyFrogLOL/Harness_Engineering

Claude Code 安裝本地 AI Ollama。說「安裝 Ollama」「本地 AI」時載入. An agent skill from mathruffian-dot/claude-code-lazy-packs.

mathruffian-dot/claude-code-lazy-packs

Comprehensive toolkit for developing with the CocoIndex library.

davila7/claude-code-templates

Take a judge live on production traffic — create an Opik online evaluation rule (LLM-as-judge or Python metric) on a project with sampling, filters, variable mapping, and a cost cap, then confirm…

comet-ml/opik-mcp

eve framework guidance for durable AI agents and agent-powered applications.

vercel/vercel-plugin

A skill your agent uses when implementing enter dates in a structured text format.

thedaviddias/ux-patterns-for-developers

Keep the ComfyUI sidebar panel node-pack (comfyui-agent-panel) in step with the orchestrator after comfyui-mcp updates.

artokun/comfyui-mcp

Agent skill for sona-learning-optimizer - invoke with $agent-sona-learning-optimizer

ruvnet/ruflo

Govern Lime legacy cleanup, fact-source convergence, current/compat/deprecated/dead classification, and guardrails.

limecloud/lime

Train or fine-tune vision models on Hugging Face Jobs for detection, classification, and SAM or SAM2 segmentation.

henryalouf/ruflow

Autonomously optimize a Claude Code skill or agent system by running it repeatedly, scoring outputs against evals, mutating owned artifacts (prompt, references, scripts, agent definitions), and…

byungjunjang/jangpm-meta-skills

Transcribe local audio/video and Apple Voice Memos quickly with cached MLX Whisper models, including bad/low-quality audio.

mitsuhiko/agent-stuff

Read the official Letta documentation (docs.letta.com) through its cached, ETag-checked fetch route.

letta-ai/letta-code

A skill your agent uses when a Token Meter Slack or GitHub request needs contextual intake, clarification, triage, acknowledgment, or closure.

splunk/token-meter

A skill your agent uses when the user wants to tailor a workflow for a specific industry, domain, or vertical with specialized expertise, terminology, and guardrails.

sharpdeveye/maestro

A skill your agent uses when you need a fast, structured scan for where the real magic is hiding in a repo, workflow, or system.

Hmbown/Wizards-of-the-Ghosts

A skill your agent uses when an agent prompt, tool schema, policy, or handoff needs to get clearer, safer, easier to trigger, cheaper in context, or measurable against real behavior.

bgauryy/octocode

以 digoal/德哥 的第一人称口吻重写一篇文章。流程是：先吃透原文（必要时用 mcpMiniMaxwebsearch 拓展资料库），再用德哥的语气重新讲一遍，输出 markdown 到当前项目的 markdown/ 目录（SVG 图存到 markdown/svg/，文中以 …

digoal/blog

Index of all PAI skills.

nirholas/PAI

Add or modify telemetry instrumentation across assistant-api and integration-api while preserving metric schema compatibility and audit behavior.

rapidaai/voice-ai

A skill your agent uses when a developer wants a topic-focused guided lesson built from canonical checkpoints, not a whole-repo overview.

entireio/skills

Query the PHEE pharmacovigilance event extraction dataset. An agent skill from QSong-github/DrugClaw.

QSong-github/DrugClaw

Benchmark an OpenMed PII model with synthetic gold spans and report label-aware exact-span and grapheme recall without emitting identifier surfaces.

maziyarpanahi/openmed

Score an OpenMed clinical or biomedical NER model against a user-supplied gold corpus with entity-level precision, recall, and F1, then break errors down per label.

maziyarpanahi/openmed

Combine OpenMed clinical NLP with Microsoft Presidio, spaCy, or LangChain through OpenMed's built-in interop adapter registry (openmed.interop).

maziyarpanahi/openmed

Scaffold a synthetic gold-standard annotation project for evaluating OpenMed NER and de-identification models — label schema, annotation guidelines, BRAT or Label Studio config, and disjoint…

maziyarpanahi/openmed

Orient and bootstrap any project that uses OpenMed, the on-device clinical and biomedical NLP library, for named-entity recognition, PHI de-identification, FHIR export, and evaluation.

maziyarpanahi/openmed

Authors computable phenotype and cohort definitions in the OHDSI ATLAS / CIRCE style over the OMOP CDM, combining standard concept sets with NLP-derived features that OpenMed extracts.

maziyarpanahi/openmed

Evaluate an OpenMed de-identification or clinical NER model against the leakage-first release gates G1a through G8, which gate releases on residual PHI leakage rather than on F1.

maziyarpanahi/openmed

Run clinical and biomedical named-entity recognition on medical text with OpenMed's analyzetext.

maziyarpanahi/openmed

Load OpenMed clinical/biomedical NER models from the Hugging Face Hub or a local path and reuse them efficiently across calls.

maziyarpanahi/openmed

Select an on-device OpenMed PII model from the committed registry by language, runtime format, and size budget, then require recall validation before deployment.

maziyarpanahi/openmed

Run OpenMed models fully on-device with the MLX (Apple Silicon), CoreML (iOS/macOS), or ONNX/WebGPU (cross-platform/browser) backends, including convert-quantize-run workflows.

maziyarpanahi/openmed

Extract arbitrary, custom entity types from clinical or biomedical text with no fine-tuning using OpenMed's GLiNER / GLiNER2 zero-shot support.

maziyarpanahi/openmed

A skill your agent uses when changing mesh-llm's llama.cpp patch queue, upstream pin, prepare/build scripts, or carried RPC, MoE, and mesh-hook llama.cpp patches.

Mesh-LLM/mesh-llm

A skill your agent uses when changing mesh-llm's patched llama.cpp Skippy ABI, runtime hooks, model introspection, tensor filtering, activation-frame execution, GGUF writer surface, upstream pin, or…

Mesh-LLM/mesh-llm

A skill your agent uses when running benchmark orchestration, local single-stage or split benchmarks, benchmark report flow, or performance-oriented skippy runtime checks.

Mesh-LLM/mesh-llm

A skill your agent uses when benchmarking Skippy exact-prefix cache across model families, comparing Skippy against llama-server, producing README benchmark tables, updating…

Mesh-LLM/mesh-llm

A skill your agent uses when validating skippy staged execution against full-model execution, adding model families, changing split boundaries, testing activation wire dtypes, or diagnosing mismatch…

Mesh-LLM/mesh-llm

A skill your agent uses when inspecting GGUF models, planning layer ranges, generating or validating skippy package artifacts, fake packages for direct GGUFs, materialized stage cache behavior, or…

Mesh-LLM/mesh-llm

A skill your agent uses when adding, renaming, removing, or reviewing mesh-llm OTLP metrics, telemetry attributes, metrics exporter settings, or telemetry documentation.

Mesh-LLM/mesh-llm