| # | Mod | Type | Stars | Scan | Tokens | Rating |
|---|---|---|---|---|---|---|
| 1 | bootstrap-realtime-evalopenai/openai-cookbookBootstrap a new realtime eval folder inside this cookbook repo by choosing the right harness from examples/evals/realtimeevals, scaffolding prompt/tools/data files, generating a useful README, and validating it with smoke, full eval, and test runs. Use when a user wants to start a new crawl, walk, or run realtime eval… | Skill | 77k | A | 76 | — |
| 2 | claude-apiasgeirtj/system_prompts_leaksReference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a one-liner" — whenever: the prompt names Claude/Anthropic in any form (Claude… | Skill | 71k | A | 294 | — |
| 3 | markitdownK-Dense-AI/scientific-agent-skillsConverts heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, and LLM/RAG ingestion. Covers safe local conversion, streams, Office/PDF/data formats, batch workflows, plugins, vision OCR, Azure extraction, and the official MCP server. | Skill | 56k | A | 62 | — |
| 4 | omni-inferencediegosouzapw/OmniRouteThe core OpenAI-compatible inference endpoints: chat completions, embeddings, images, audio (TTS/STT), moderations, rerank, and the Responses API. The primary integration surface for AI agents. | Skill | 83k | A | 47 | — |
| 5 | sglang-diffusion-performancesgl-project/sglangUse when choosing the fastest SGLang Diffusion flags for a model, GPU, and VRAM budget. | Skill | 39k | A | 29 | — |
| 6 | train-sentence-transformershuggingface/sentence-transformersTrain or fine-tune sentence-transformers models across SentenceTransformer (bi-encoder, dense or static embedding model for retrieval, similarity, clustering, classification, paraphrase mining, dedup, multimodal), CrossEncoder (reranker, pair scoring for two-stage retrieval / pair classification), SparseEncoder… | Skill | 19k | A | 146 | — |
| 7 | free-llm-apismnfst/awesome-free-llm-apisGuide users through obtaining and configuring free API keys for LLM providers. Use when the user wants to set up a free LLM API, get a free API key, connect to a free model provider, configure an OpenAI-compatible endpoint at no cost, or asks about free tiers for AI models. Triggers on "free API key", "free LLM", "set… | Skill | 12k | A | 116 | — |
| 8 | corevercel-labs/json-renderCore package for defining schemas, catalogs, and AI prompt generation for json-render. Use when working with @json-render/core, defining schemas, creating catalogs, or building JSON specs for UI/video generation. | Skill | 19k | A | 42 | — |
| 9 | system-promptscan1357/oh-my-piWrite system prompts, tool docs, and agent definitions. Project tag conventions + RFC 2119 keywords + dense compression. Use when authoring or editing any prompt the model reads. | Skill | 38k | A | 40 | — |
| 10 | graphifyGraphify-Labs/graphifyUse for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community… | Skill | 143k | B | 76 | — |
| 11 | grpo-finetunepatchy631/ai-engineering-hubFine-tune a model with GRPO on Fireworks-managed GPUs from a plain-English task description and a dataset. Use this skill whenever the user wants to fine-tune, RL-tune, or GRPO-train a model on their own data — or says things like "train a model to extract/classify/score X", "fine-tune on this dataset", "set up a GRPO… | Skill | 41k | A | 122 | — |
| 12 | n8n-agentsczlonkowski/n8n-mcpDesign n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain. AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and whenever the user mentions AI agents, LLM with tools, tool calling, $fromAI, system prompts, agent memory, sessionId, structured/JSON output… | Skill | 23k | A | 156 | — |
| 13 | Assaydanielmiessler/LifeOSAssertion-first eval framework: code asserts, calibrated judges, pass@k, A/B comparison, agentic evals, judgment-layer question systems and code-extract-decide-write pipelines. USE WHEN eval, evaluate, benchmark, judge, judge prompt, judge panel, regression test, assert, llm-rubric, calibrate judge, judged residue… | Skill | 20k | A | 222 | — |
| 14 | marimo-pairmarimo-team/marimoWork inside the user's live marimo notebook from the code editor: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes through code mode. Use whenever you create, analyze, or improve the user's marimo notebook. | Skill | 23k | A | 57 | — |
| 15 | notebooklmteng-lin/notebooklm-pyInstall, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed async Python API. Use for notebook and source management, grounded chat and research, and artifact generation or download when the user mentions Gemini Notebook, notebooklm-py, the notebooklm CLI, or its Python API.… | Skill | 20k | A | 79 | — |
| 16 | rocketride-building-pipelinesrocketride-org/rocketride-serverUse when asked to build, run, or validate a RocketRide pipeline (e.g. "build me a chatbot that answers from my docs", "make a pipeline that summarizes uploaded PDFs", "run this pipeline"), or whenever turning a plain-language data/AI task into a working RocketRide pipeline. | Skill | 20k | A | 66 | — |
| 17 | diffusershuggingface/diffusersConventions and task skills for contributing to diffusers. | Plugin | 35k | A | — | — |
| 18 | headroom-skillheadroomlabs-ai/headroomSkill: add headroom-ai compress() to a Python or TypeScript app to cut LLM input tokens (tool outputs, logs, JSON, chat history). No API key. | Plugin | 79k | A | — | — |
| 19 | windsurfrulesMervinPraison/PraisonAIBelow is an example TypeScript/Node.js folder structure replicating the Python package's layout. Each subfolder matches the Python counterpart (agent, agents, knowledge, etc.). All "LLM" or "litellm" references are replaced by aisdk usage. | Cursor rule | 9.3k | A | 4,722 | — |
| 20 | cdf-anomalygenNVIDIA/skillsUse when running the CDF AnomalyGen pipeline over a defect dataset — mask placement, fine-tuning, synthetic defect-image generation (SDG), evaluation, quality refinement, and pseudo-labeling — even when the user names only one stage. | Skill | 3.9k | A | 54 | — |
| 21 | timesfm-forecastinggoogle-research/timesfmZero-shot time series forecasting with Google's TimesFM foundation model. Use this skill when forecasting ANY univariate time series — sales, sensor readings, stock prices, energy demand, patient vitals, weather, or scientific measurements — without training a custom model. Supports both basic forecasting and advanced… | Skill | 35k | A | 140 | — |
| 22 | clawrouterBlockRunAI/ClawRouterHosted-gateway LLM router — save 84% on inference costs. A local proxy that forwards each request to the blockrun.ai gateway, which routes to the cheapest capable model across 91 models from OpenAI, Anthropic, Google, DeepSeek, xAI, Z.AI, and more. Free open-weight models included. Also exposes realtime market data… | Skill | 6.7k | A | 171 | — |
| 23 | physicsnemo-shard-tensorNVIDIA/physicsnemoOfficial NVIDIA-authored guidance for PhysicsNeMo ShardTensor domain parallelism — integrate domain parallelism into training/inference scripts (new or existing) with DDP or FSDP2, write and register shard patches to enable new layers/ops, and bootstrap multi-GPU correctness tests. Use when working with ShardTensor… | Skill | 3.4k | A | 152 | — |
| 24 | book-sft-pipelinemuratcankoylan/Agent-Skills-for-Context-EngineeringThis skill should be used for book-to-SFT pipelines: ePub extraction, literary segmentation, author-voice dataset construction, style-transfer training, LoRA workflows, and model evaluation for voice replication. | Skill | 18k | A | 46 | — |
| 25 | autorag-setupMarker-Inc-Korea/AutoRAGInstall and configure AutoRAG, register its Lite MCP server for external agents, or repair its single search model, approved roots, indexes, datasources, and health checks without exposing credentials. Use when AutoRAG or MCP is missing, init/refresh/health fails, indexes are stale, or the user wants to add folders or… | Skill | 5.3k | A | 75 | — |
| 26 | varlockdmno-dev/varlockSecure environment variable management with Varlock. Use when handling secrets, API keys, credentials, or any sensitive configuration. Ensures secrets are never exposed in terminal, logs, or LLM context. Provides guidance around integrating varlock into a project, reading/editing .env.schema and other .env files… | Skill | 4.9k | A | 109 | — |
| 27 | rubyllmcrmne/ruby_llmBuild and maintain Ruby or Rails applications with the RubyLLM AI framework. Use for chats, agents, tools, MCP servers, structured output, judgments, evaluations, media generation, transcription, OCR, moderation, embeddings, reranking, tracing, Rails integration, and RubyLLM upgrades; not for contributing to the… | Skill | 4.5k | A | 70 | — |
| 28 | pysrastroautomata/PySRUse when fitting equations to data with PySR or SymbolicRegression.jl, when a user wants an interpretable formula, symbolic model, scaling law, or empirical relation discovered from numeric data, or when debugging a PySR search that is slow, stuck, or giving poor equations. | Skill | 4.2k | A | 61 | — |
| 29 | huggingface-skillshuggingface/skillsCore Hugging Face Hub operations through the hf CLI, including skill installation, repo management, jobs, datasets, models, Spaces, and discovery. | Plugin | 11k | A | — | — |
| 30 | docetlucbepic/docetlBuild and run LLM-powered data processing pipelines with DocETL. Use when users say "docetl", want to analyze unstructured data, process documents, extract information, or run ETL tasks on text. Helps with data collection, pipeline creation, execution, and optimization. | Skill | 4.2k | A | 59 | — |
| 31 | trulens-evaluation-setuptruera/trulensConfigure feedback functions and selectors for TruLens evaluations. | Skill | 3.6k | A | 17 | — |
| 32 | laminarlmnr-ai/lmnrUse it when user asks about adding instrumentation with Laminar, creating an eval with Laminar or migrating from Langfuse to Laminar instrumentation. | Cursor rule | 3.5k | A | 29 | — |
| 33 | ax-aiax-llm/axThis skill helps an LLM generate correct AI provider setup and configuration code using @ax-llm/ax. Use when the user asks about ai(), providers, models, routing, adaptive balancing, presets, embeddings, batch audio with ai.transcribe() or ai.speak(), extended thinking, context caching, or mentions… | Skill | 3.0k | A | 105 | — |
| 34 | semanticasemantica-agi/semanticaFull-stack knowledge graph skills: semantic extraction, decision intelligence, context graphs, reasoning, explainability, ontology, provenance, deduplication, visualization, and multi-format export. | Plugin | 14k | A | — | — |
| 35 | evalscopemodelscope/evalscopeLLM evaluation & inference performance testing via the evalscope CLI. Translates natural language requests into evalscope commands for: (1) Model accuracy evaluation — runs registered benchmarks against local checkpoints or API endpoints (OpenAI-compatible, Anthropic, LiteLLM); (2) Performance stress testing — TTFT… | Skill | 3.7k | A | 195 | — |
| 36 | run-llmsav/harborComprehensive guide for setting up and running local LLMs using Harbor. Use when user wants to run LLMs locally, set up or troubleshoot Ollama, Open WebUI, llama.cpp, vLLM, SearXNG, Open Terminal, or similar local AI services. Covers full setup from Docker prerequisites through running models, per-service… | Skill | 3.3k | A | 114 | — |
| 37 | memmachine-memoryMemMachine/MemMachineUse when an agent or model needs durable project, user, or session context from MemMachine, needs to save information to MemMachine memory, has requests involving mem-cli, memmachine, or memmachineclient, has insufficient conversation context, or is tempted to search local files for prior context that should come from… | Skill | 3.1k | A | 96 | — |
| 38 | datachain-knowledgedatachain-ai/datachainUse whenever datasets, cloud storage buckets, or data pipelines are mentioned — creating, saving, querying, listing, exploring, deleting, or processing data in S3, GCS, Azure Blob, or local storage. Also use when running any script that may create datasets as a side effect. Maintains a knowledge base at dc-knowledge/… | Skill | 2.8k | A | 104 | — |
| 39 | modeloptNVIDIA/Model-OptimizerSkills for Model Optimizer development, quantization, deployment, and evaluation. | Plugin | 5.5k | A | — | — |
| 40 | prompt-masternidhinjs/prompt-masterGenerates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, image AI, video AI, coding agents, etc.). Does not activate for general conversation, coding tasks, document writing, or other… | Skill | 16k | B | 78 | — |
| 41 | nemotron-retrieval-recipesNVIDIA-NeMo/NemotronUse for Nemotron embed/rerank recipes, including Nemotron 3.5 multimodal SDG, tuning, evaluation, and deployment. Not for generic retrieval. | Skill | 2.3k | A | 42 | — |
| 42 | dstack-prototypingdstackai/dstackUse with the dstack skill for model-serving work when the image, serving command, resources, backend/fleet choice, or service behavior is not proven. Guides task-first prototyping on real hardware, choosing fleets/backends that can reuse idle instances and caches, checking vLLM/SGLang sources, and verifying the final… | Skill | 2.3k | A | 80 | — |
| 43 | FabricAppDevmicrosoft/skills-for-fabricBuild full-stack applications on top of Microsoft Fabric using Python, ODBC, XMLA, and REST APIs. Use when the request involves building applications connected to Fabric data. Delegates endpoint-specific implementation to specialized skills. | Agent | 1.3k | A | 48 | — |
| 44 | minicpm5-finetune-gguf-loraOpenBMB/MiniCPMA workflow for fine-tuning MiniCPM5-1B and converting the result into a GGUF LoRA adapter. GGUF is a model file format used by tools such as llama.cpp, llama-server, and some desktop apps. | Skill | 12k | A | 130 | — |
| 45 | magnitudemagnitudedev/magnitudeOperate Magnitude local inference through its headless CLI, recommend hardware-fit local models, monitor acquisition and loading, and connect an agent harness. Use for Magnitude service, model, catalog, setup, or harness requests. | Skill | 7.7k | A | 47 | — |
| 46 | gemini-skillsgoogle-gemini/gemini-skillsA library of skills for the Gemini API, SDK and model interactions. | Plugin | 4.4k | A | — | — |
| 47 | adelanding-ai/ade-cliParse documents and extract schema-shaped data with the ADE (Agentic Document Extraction) v2 APIs through the ade CLI. A local job-item store makes every run idempotent, resumable, and citable — repeat runs are free, interrupted runs resume, and every answer can cite element ids with visual evidence. | Skill | 2.4k | A | 65 | — |
| 48 | next_cutedsl_megamoeflashinfer-ai/flashinferUse the reconciled source and exporter revisions recorded in VENDOR.md. Select both Blackwell inference entry points and retain their runtime dependency closure. Regenerate the complete src/sources/ tree, then compare every file against a second export. Do not combine independently pinned helper snapshots or modify… | Skill | 6.9k | A | 0 | — |
| 49 | gepa-optimize-anythinggepa-ai/gepaOptimize any scorable text artifact (prompts, code, configs, agent scaffolds, search solutions) with optimizeanything — one evaluator-driven API across the GEPA optimizer (reflective evolutionary search, the default), AutoResearch, and MetaHarness backends, with a best-of-N baseline for comparisons. | Plugin | 7.3k | A | — | — |
| 50 | mongodb-mcp-v3-migrationmongodb-js/mongodb-mcp-serverMigrates external consumer code from the mongodb-mcp-server v1/v2 single-package API to the v3 scoped-package structure. In v3, mongodb-mcp-server is a binary-only package (npx / MCPB); library embedding uses @mongodb-js/mcp-cli, @mongodb-js/mcp-core, @mongodb-js/mcp-http-runners, @mongodb-js/mcp-tools-, and the other… | Skill | 1.2k | A | 153 | — |
| 51 | llmwikiatomicstrata/llm-wiki-compilerBuild and use a persistent, citation-traceable knowledge wiki from documents, research papers, notes, or project documentation. Use for llmwiki projects, retrieving reusable evidence for an agent task, or compiling a corpus for repeated questions. A one-off file read or live web search does not need a wiki. | Skill | 2.2k | A | 66 | — |
| 52 | streamsqlrulego/rulegoA Chinese-language guide to StreamSQL, a SQL-based way to process continuously arriving data in RuleGo. It covers filtering, transformations, time windows, joins, change tracking, cumulative values, and event-pattern matching. | Skill | 1.6k | A | 90 | — |
| 53 | datafusion-pythonapache/datafusion-pythonUse when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code. Covers imports, data loading, DataFrame operations, expression building, SQL-to-DataFrame mappings, idiomatic patterns, and common pitfalls. | Skill | 612 | A | 54 | — |
| 54 | mlx-vlm-skillsBlaizzy/mlx-vlmSkills for MLX-VLM: command-line and server inference, convert/quantize, adding new models, benchmarking, contributing, cached-model listing, and reproducible GitHub issues. | Plugin | 5.7k | A | — | — |
| 55 | implementing-warehouse-sourcesPostHog/posthog-fossImplement and extend PostHog Data warehouse import sources. Use when adding a new source under products/warehousesources/sources/ (or changing one there or under products/warehousesources/backend/temporal/dataimports/sources), adding datasets/endpoints to an existing source, or adding incremental sync, resumable… | Skill | 728 | A | 83 | — |
| 56 | tinkerthinking-machines-lab/tinker-cookbookSkills for fine-tuning language models with the Tinker API — research, debugging, and more. | Plugin | 4.2k | A | — | — |
| 57 | claude-apiPrismer-AI/PrismerCloudBuild, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports anthropic/@anthropic-ai/sdk; user asks for… | Skill | 1.4k | A | 193 | — |
| 58 | coreai-skillsapple/coreai-modelsSkills for authoring, exporting, compiling, and running PyTorch models on Apple silicon via Core AI. | Plugin | 2.3k | A | — | — |
| 59 | vizro-e2e-flowmckinsey/vizroBuild Vizro dashboards from concept to deployment. Enforces a 2-phase workflow covering requirements, layout design, visualization selection, implementation with Python, and testing. | Plugin | 3.8k | A | — | — |
| 60 | seedance-prompt-zhdexhunter/seedance2-skillChinese-language guidance for writing prompts for Seedance 2.0, an AI video generator that can use text, images, video, and audio. | Skill | 4.4k | A | 100 | — |
| 61 | vertex-deployGoogleCloudPlatform/vertex-ai-samplesSkill "vertex-deploy" from GoogleCloudPlatform/vertex-ai-samples, covering vertex ai model garden deploy skill, 1. prerequisites, 2. discovering deployable models, 3. deploying a model and example: deploying gemma 3. | Skill | 795 | A | 0 | — |
| 62 | clawhubMigoXLab/dingoDingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool. | Skill | 766 | A | 0 | — |
| 63 | swiftidebosun-ai/swiftideWrite Rust code with Swiftide 0.33, a library for LLM agents, typed task graphs and streaming RAG (indexing and query) pipelines. Covers installing with the right feature flags, building agents with. | Skill | 802 | A | 47 | — |
| 64 | gemma-trainergoogle-gemma/gemma-skillsTrigger this skill when the user wants to train, fine-tune, or adapt Gemma models (e.g. SFT, DPO, RLHF, Reward Modeling) on local hardware. Covers TRL, Unsloth, dataset preparation, validation, and GGUF/LiteRT conversion. | Skill | 1.0k | A | 65 | — |
| 65 | demo-6-article-kgdecodingai-magazine/building-a-coding-agent-from-scratch-courseDemo skill that web-fetches two Decoding AI knowledge-graph articles, has the agent itself distill them into a typed entity/relation graph, and renders an interactive dark-themed force-directed KG into one self-contained kg.html — no graph library, no CDN. | Skill | 1.1k | A | 61 | — |
| 66 | sovereign-economics-enginewinstonkoh87/Athena-PublicUnified business model evaluator, client filter, pricing engine, and distribution architect. Absorbs 31 business + 8 marketing + 13 content + 2 acquisition protocols. | Skill | 620 | A | 43 | — |
| 67 | open-ontologiesfabio-rovai/open-ontologiesA Terraforming MCP for Knowledge Graphs: validate, classify, and govern AI-generated ontologies. | Plugin | 2.8k | A | — | — |
| 68 | hardwood-clihardwood-hq/hardwoodInspect, debug, and convert Apache Parquet files with the hardwood CLI. Use whenever a user is debugging code that reads or writes Parquet (Arrow / Spark / Flink / Java / Python) and the data file itself may be the cause — to check the schema, physical and logical types, repetition, or a row sample. Use it to diagnose… | Skill | 418 | A | 216 | — |
| 69 | bailian-climodelstudioai/cliA command-line hub for Alibaba Cloud Bailian and DashScope resources. It covers applications, models, knowledge bases, usage, authentication, files, MCP services, pipelines, and installing or updating related agent skills. | Skill | 369 | A | 413 | — |
| 70 | kubernetes-mcp-servercontainers/kubernetes-mcp-serverA Model Context Protocol (MCP) server for Kubernetes and OpenShift. Runs locally from the kubernetes-mcp-server npm package. | MCP server | 2.2k | A | — | — |
| 71 | nvalchemi-distillationNVIDIA/nvalchemi-toolkitHow to distill a large teacher MLIP into a small student with DistillationStrategy — teacher signals and offline dataset labeling, the teacher loss targets, the on-policy segment loop (propagator, replay buffer, mixed loader), checkpoints and restart, and accuracy/stability evaluation with acceptance thresholds. Use… | Skill | 204 | A | 109 | — |
| 72 | npcpy-promptingNPC-Worldwide/npcshSkill "npcpy-prompting" from NPC-Worldwide/npcsh, covering npcpy-prompting, imports, basic-call, json-mode and npc-object. | Skill | 502 | A | 16 | — |
| 73 | lightgbm-analysisaipoch/medical-research-skillsUse when training a LightGBM model on tabular data in R and returning model metrics, feature importance ranking tables, and feature importance plots. | Skill | 2.0k | A | 34 | — |
| 74 | perforatedaiPerforatedAI/PerforatedAIExpert in PerforatedAI library for adding artificial dendrites to PyTorch neural networks. Triggers: 'Perforate my model' (start interactive setup), 'debug my perforated model' (debug/optimize existing integration), 'load my perforated model for inference' (deploy trained models), 'export my perforated model'… | Skill | 240 | A | 133 | — |
| 75 | openviking-controlplanevolcengine/mcp-serverManage OpenViking collections (OV libraries) from the command line with ov-cp — list / create / get / update / usage / get the data-plane API key / delete, plus managing the users and account data spaces of an enterprise-tier library (list / create / register / update / delete), account-scoped users / API keys /… | Skill | 333 | A | 185 | — |
| 76 | examples-qacognesy/instructor-phpVerify Instructor behavior through the repository's ./examples/ suite in pass, live record, or hermetic replay mode. Use when running selected examples or the corpus, capturing and reusing recorded LLM HTTP responses, diagnosing hub results, or distinguishing real errors, assertion failures, skipped examples, and… | Skill | 328 | A | 67 | — |
| 77 | ai-game-world-designnirholas/three.wsComplete mastery guide for designing and building AI-powered game worlds — procedural world generation, NPC behavior trees, LLM-driven dialogue systems, emergent storytelling, economy simulation, player modeling, and real-time difficulty adaptation. Covers the full stack from world-building fundamentals to integrating… | Skill | 269 | A | 88 | — |
| 78 | implement-sqrlDataSQRL/sqrlUse when writing or editing DataSQRL scripts (.sqrl) for data processing, transformation, aggregation, or serving logic. Use for any pipeline logic implementation. Contains SQRL language spec. | Skill | 235 | A | 43 | — |
| 79 | datalayerdatalayer/jupyter-mcp-serverConnect Claude Code to Datalayer Notebooks — always-on notebooks, durable execution, and your data, through the hosted Jupyter MCP Server. | Plugin | 1.3k | A | — | — |
| 80 | rag-index-decisionslyonzin/knowledge-ragAfter making a non-obvious architectural decision, solving a novel bug, agreeing on a coding standard, or reaching a conclusion worth remembering, index it back into the knowledge base so the next occurrence is one search away. Uses adddocument or addfromurl. Closes the feedback loop that makes a RAG-backed team… | Skill | 301 | A | 72 | — |
| 81 | prompt-cache-optimizerling-kong-ran/pisperAudit and optimize Pisper system-prompt and tool-schema token overhead while preserving stable prompt-cache prefixes, permissions, and runtime behavior. Invoke only for explicit prompt or tool-context optimization work. | Skill | 308 | A | 42 | — |
| 82 | outlinesaivrar/portable-hermes-agentOutlines: structured JSON/regex/Pydantic LLM generation. | Skill | 244 | A | 17 | — |
| 83 | afmscouzi1966/maclocal-apiMaintain and extend AFM (maclocal-api), a Swift OpenAI-compatible local LLM server and CLI for Apple Foundation Models, MLX models, API gateway proxying, and Vision OCR. Use when working on AFM CLI commands (afm, afm mlx, afm vision), OpenAI /v1/chat/completions and /v1/models behavior, streaming SSE, tool-calling… | Skill | 351 | A | 114 | — |
| 84 | ragRailtownAI/railtracksBuild a RAG (retrieval-augmented generation) pipeline using railtracks. Use when the user wants to ingest documents into a vector store and retrieve relevant passages to answer questions. | Skill | 234 | A | 39 | — |
| 85 | synalinksSynaLinks/synalinks-skillsUse for anything involving the Synalinks neuro-symbolic LM framework (Keras-inspired): DataModel/Field/Input, JSON operators (+ & | ^ ), synalinks.ops; LanguageModel/EmbeddingModel and provider prefixes; DecisionModel (TypeSafe jev decision models, decisionmodel=, minconfidence/threshold); the Program class and its… | Skill | 908 | A | 250 | — |
| 86 | data-chatbotsswyxio/skillsDesign and implement AI copilots that analyze structured data and propose mutations for human approval (draft → apply), not direct writes. Covers prompting, multistep compound requests (remove + add in one turn), FIFO client queuing for long agent loops, validation, session memory, optimistic versioning UX, copilot… | Skill | 194 | A | 141 | — |
| 87 | best-practicesMoizIbnYousaf/Ai-Agent-SkillsTransforms vague prompts into optimized Claude Code prompts. Adds verification, specific context, constraints, and proper phasing. Invoke with /best-practices. | Skill | 1.2k | A | 35 | — |
| 88 | ima2lidge-jun/ima2-genUse the ima2-gen CLI/server to generate, edit, inspect, and manage local AI image generation jobs. | Skill | 782 | A | 25 | — |
| 89 | framedexSimbastack-hq/framedexBuild a portable knowledge base of your video (and eventually photo) archive across multiple SSDs or directly from an Apple Photos library. For each clip: GPS + reverse-geocoded place, speaker-diarized multi-lingual transcript with English translation, face detection + embeddings for later named-person queries… | Skill | 381 | A | 284 | — |
| 90 | goaizendev-sh/goaiGoAI is a Go SDK for AI applications. One unified API across 25+ LLM providers. Inspired by the Vercel AI SDK, adapted to Go idioms (generics, interfaces, channels). | Skill | 234 | A | 0 | — |
| 91 | fenictypedef-ai/fenicCursor rule "fenic" from typedef-ai/fenic, covering writing fenic, must-knows and traps fenic check can't catch — get these right by hand. | Cursor rule | 679 | A | 615 | — |
| 92 | coralogix-ai-centeraws/tools-for-devops-agentCoralogix AI Center — observe, evaluate, and guard GenAI/LLM applications and agents. Use for questions or actions about the user's AI/GenAI applications or agents — their behavior, prompts/responses, chats, quality, hallucinations, guardrails, cost/tokens, evaluations/policies, model pricing or comparing or tracking… | Skill | 137 | A | 123 | — |
| 93 | dkg-importerOriginTrail/dkgBulk-import a large RDF graph (code graph, corpus, GitHub history, etc.) into a DKG node's working memory. Use this skill when you need to push more than a few thousand triples in a single import — it codifies the chunking budgets, the assertion-loop shape, the resumability manifest, and the canonical URI rules so… | Skill | 138 | A | 87 | — |
| 94 | andrej-karpathyhenryalouf/ruflowAgente que simula Andrej Karpathy — ex-Director of AI da Tesla, co-fundador da OpenAI, fundador da Eureka Labs, e o maior educador de deep learning do mundo. | Skill | 184 | A | 47 | — |
| 95 | agentic-kaggle-skillFrankS-IntelLab/agentic-kaggle-skillKaggle-first end-to-end competition workflow for scored submissions. Use when Codex must run Kaggle or competitive ML workflows through scored submission, including code competitions, validation, metrics, policy-safe public notebook/discussion intel, tabular/text/image modeling, tuning, ensembling/stacking, proactive… | Skill | 191 | A | 110 | — |
| 96 | neurolink-guidejuspay/neurolinkGuide for using the NeuroLink SDK and CLI. Invoke when users ask how to use neurolink, integrate AI providers, add MCP tools, configure RAG, set up memory, deploy servers, or work with multimodal content. Covers SDK, CLI, providers, tools, and enterprise features. | Skill | 168 | A | 65 | — |
| 97 | physical-ai-data-factorynebius/nebius-physical-aiUse when authoring, running, submitting, or validating native NVIDIA PAIDF workflows on Nebius + SkyPilot — VDA, scoped DIG, IAA, EVG, and the NPA-specific Cosmos3 VDA variant — with real components, exact model provenance, artifact handoffs, and runtime access checks. | Skill | 105 | A | 70 | — |
| 98 | keiroutermydisha/keirouterEntry point for KeiRouter — local/remote AI gateway with OpenAI-compatible REST for chat, image, TTS, embeddings, web search, web fetch. Use when the user mentions KeiRouter, KEIROUTERURL, or wants AI without writing provider boilerplate. This skill covers setup + indexes capability skills; fetch the relevant… | Skill | 160 | A | 82 | — |
| 99 | audit-prompt-cachingsernote/audit-prompt-cachingUse whenever the user mentions cachedtokens=0,totalcachedtokens,cachereadinputtokens,cachecreationinputtokens,cachewritetokens,promptcachekey,promptcacheoptions,promptcachebreakpoint,previousinteractionid,cachecontrol/cachePoint,TTFT,KV reuse… | Skill | 133 | A | 139 | — |
| 100 | haiku-ragggozad/haiku.ragSearch, read and analyze your haiku.rag knowledge base from Claude Code. | Plugin | 650 | A | — | — |
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