AI / ML
MeiGen-AI-Design-MCP
Stdio MCP server for AI image + video generation across 9 leading models (GPT Image 2, Nanobanana 2, Seedream 5.0, Midjourney V8.1, Flux 2 Klein, Seedance 2.0, Happyhorse 1.0, Veo …
AI / ML
everclaw
Open-source first AI inference — GLM-5 as default, Claude as fallback only. Own your inference forever via the [REDACTED] decentralized network. Stake MOR tokens, access GLM-5, GLM…
AI / ML
openrouter-integration
Connect apps to 300+ AI models through OpenRouter's OpenAI-compatible API — model discovery, image generation, multimodal chat (text, images, PDFs), exact per-generation cost track…
AI / ML
darwin-skill
Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-…
AI / ML
ml-intern
Autonomously research, implement, train and ship ML code using the Hugging Face ecosystem. Port of huggingface/ml-intern as a Claude Code skill. Triggers when the user asks to impl…
AI / ML
factorized-video-gen
Factorized video generation pipeline based on arxiv:2512.16371. Decomposes text-to-video into three stages: (1) LLM reasoning to rewrite prompts into first-frame captions, (2) T2I …
AI / ML
smyx-aquarium-plant-health-monitor-analysis
AI-powered aquatic plant health monitoring from aquarium camera images. Detects leaf color changes (yellowing, bleaching, blackening), morphological anomalies (melting, curling, ho…
AI / ML
metacognition
Self-evolving behavioral geometry and metacognitive lens for AI agents. Tracks perceptions, overrides, protections, self-observations, decisions, and curiosities that evolve from e…
AI / ML
artificial-analysis
Pick the right LLM or media model for a task, backed by live benchmark data from artificialanalysis.ai. Use when the user asks "which model should I use for X", "what's the best/fa…
AI / ML
openclone
Create, manage, or talk to an openclone "clone" — a named AI persona with one or more categories (vc, tech, founder, expert, influencer, politician, celebrity) and attached knowled…
AI / ML
videodb
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand-…
AI / ML
polygnosis
Use when the user needs a verified, multi-model consensus answer for complex, high-stakes tasks. Invoke the PolyGnosis v3 adversarial debate pipeline: 3+ models solve independently…
AI / ML
snn-quantized-dynamics-integer
Integer-state dynamics of quantized spiking neural networks for efficient hardware deployment. Analyzes how quantization affects SNN dynamics, revealing that integer-state SNNs exh…
AI / ML
ako4all
Drive an agentic loop that iteratively optimizes a GPU kernel for maximum speedup. Use this skill whenever the user wants to optimize / speed up / benchmark a GPU kernel (CUDA, Tri…
AI / ML
hermes-curator-evolver
Evidence-driven companion to v0.12's built-in Curator. Observes tool/skill/session events into local SQLite, backfills existing `~/.hermes/sessions/*.json` history, generates repor…
AI / ML
batch-cognition
Process bulk prompt batches with alternating play/think cognitive loops. Use when user says "batch incoming", "multiple prompts incoming", "corpus incoming", or dumps multiple prom…
AI / ML
darwin-skill
Darwin Skill (达尔文.skill): autonomous skill optimizer inspired by Karpathy's autoresearch. Evaluates SKILL.md files using an 8-dimension rubric (structure + effectiveness), runs hil…
AI / ML
gemini-auth-nano-banana
Build and optimize Gemini or Nano Banana image prompts for any coding agent platform, then optionally execute them through a logged-in Gemini web session instead of an API key. Use…
AI / ML
runanywhere-ai
Integrate RunAnywhere on-device AI (LLMs, STT, TTS, voice agents, VLM) into applications. Use when implementing offline AI features, local LLM inference, on-device speech processin…
AI / ML
agent-framework-builder
Use this skill when the user wants to set up, plan, or scaffold an OpenCode agent framework for a new project. Triggers on phrases like "build an agent for this project", "set up a…
AI / ML
mistral-mcp
MCP server (stdio + Streamable HTTP) wrapping the full Mistral AI surface — chat, embeddings, vision, OCR, Voxtral audio (transcribe/speak), Codestral FIM, agents, moderation, clas…
AI / ML
agent-goal-skill
Take a rough goal description and shape it into a polished, doctrine-compliant agent goal prompt. Output is for the user to copy/paste into Codex, Claude Code (native /goal), Droid…
AI / ML
empirical-prompt-tuning
Fetch and execute mizchi's empirical-prompt-tuning skill at runtime. Use when evaluating or iteratively refining an agent-facing prompt (skill / slash command / task prompt / CLAUD…
AI / ML
llmtrim
Local proxy in front of the model Hermes calls; compresses resent tool schemas, history, and MCP tool output before each request is sent. Quality-gated, so it never increases your …
AI / ML
create-friend
Distill a friend into an AI Skill. Import chat history, photos, social media, generate Friendship Memory + Persona, with continuous evolution. Use this skill whenever the user ment…
AI / ML
integration-supermemory
Connect Supermemory (fast scalable memory + context engine for AI agents — add/search/graph memories with optional project scope) to a self-hosted Hermes Agent over SSH via Superme…
AI / ML
local-llm-router
Route AI coding queries to local LLMs in air-gapped networks. Integrates Serena MCP for semantic code understanding. Use when working offline, with local models (Ollama, LM Studio,…
AI / ML
video-analyzer
Analyzes a video file with Google Gemini and returns a structured markdown report covering top-level summary, scene-by-scene breakdown, audio transcript (or honest "silent" note), …
AI / ML
sharpe-ratio-non-iid-corrections
Generalized Sharpe ratio inference under non-Normal serially correlated returns. Implements López de Prado, Lipton & Zoonekynd (2026): PSR, MinTRL, DSR, pFDR, oFDR, SFDR with ρ-cor…
AI / ML
model-deployment
Generates a Jupyter notebook that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpoints or Bedrock. Use when the user says "deploy my model…
AI / ML
experience-as-skills
Converts personal professional experience into a structured agent skill — extracting frameworks, decision heuristics, mental models, and voice from sources like CVs, transcripts, S…
AI / ML
inso-ki-anfechtungsansprueche-schuldnerakten
AI-supported screening of debtor records for potential insolvency avoidance claims under §§ 129-147 InsO. Reviews payment data, bank statements, OPOS, contracts, collateral, shareh…
AI / ML
forge-multi-agent
When to spawn subagents versus work inline with patterns including fan-out, sequential, orchestrator/worker, judge/critic, retry-with-fallback, and pipeline. Covers context budget …
AI / ML
mlx-model-porting
Guides and validates architecture-aware ports of PyTorch/Hugging Face models to Apple MLX, inspects existing local MLX projects, and plans evidence-gated optimizations for Apple Si…
AI / ML
ai-wrapper-product
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific prob…
AI / ML
arkcli-understand
Multimodal understanding workflow with 12 task-specific sub-skills across image, video, audio, and file modalities. Covers OCR, visual grounding, GUI action detection, PDF field ex…
AI / ML
deepseek-eyes
Use when the user shares an image that Claude can't natively see, or when the user asks to analyze/describe/understand an image. Route every image through this skill — send the ima…
AI / ML
qaoa-manifold-optimization
Riemannian manifold optimization techniques for enhancing QAOA performance on NISQ devices. Leverages intrinsic geometric structure to address nonconvexity of QAOA objective functi…
AI / ML
metaharness
Design, evaluate, and iterate on Claude Code agents, commands, and skills with structural best practices. Use when creating a new .claude/agents/ file, updating an existing agent's…
AI / ML
ctx2skill
Faithful reproduction of Ctx2Skill (arXiv:2604.27660v2) — multi-agent self-play framework that autonomously discovers, refines, and selects context-specific skills from complex doc…
AI / ML
LearnOpt
Use when a human wants to learn a hard topic through small adaptive steps. The AI creates one numbered HTML lesson at a time, lets the learner ask questions in the same file, patch…
AI / ML
opencv-bioimage-analysis
Computer vision for bio-image preprocessing, feature detection, and real-time microscopy. Performs color conversion, morphology, contour and blob detection, template matching, and …
AI / ML
vidu-skills
Generate video and images by calling the official Vidu API via vidu CLI. Use when the user wants text-to-image, text-to-video, image-to-video, head-tail-image-to-video, reference-t…
AI / ML
atlas-voz
Contains the complete closed specification for the Atlas Voice voice module: tone, timbre, rhythm, micro-breaths, special phrases, silence mode, conversation closure, recognition t…
AI / ML
forge-mcp-tool-design
Designing individual MCP tools that agents use correctly on first try with naming, model-focused descriptions, JSON Schema discipline, recoverable error returns, schema examples, i…
AI / ML
langsmith-fetch
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking mem…
AI / ML
forge-evals
Design evaluations for LLM features including golden datasets, rubric scoring, LLM-as-judge calibration, CI regression detection, online A/B tests, cost and latency budgets, and ad…
AI / ML
option-pricing
Python library for pricing European and American options with nine methods including Black-Scholes, binomial, trinomial, Monte Carlo with Longstaff-Schwartz, Bjerksund-Stensland, H…
AI / ML
deepgram-podcast-chapter-generator
Submits podcast MP3 URLs to Deepgram Nova-2 with paragraph and summarize features, then clusters returned timestamps into logical chapters using a sliding-window topic boundary alg…
AI / ML
Scientific Agent Skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 148 ready-to-use skills plus 100+ scientific databases cover…
AI / ML
ce-optimize
Run metric-driven iterative optimization loops. Define a goal, add measurement scaffolding, execute parallel experiments across approaches, score results against gates or quality j…
AI / ML
image-compose
Generate or edit images on the filmmaking canvas via the local generate_image.js CLI. Follows canvas-aware conventions for subtype stamping, reference wiring, and provenance edges.…
AI / ML
superthink
IPC-based multi-agent review via Crispy's internal dispatch. Dispatches parallel child sessions (claude + codex by default) through the running Crispy host — no subprocess spawning…
AI / ML
experiment-tracker
Manages ML experiment tracking with MLflow, Weights & Biases, or built-in tracking systems. Activates on requests to track experiments, log runs, compare results, or manage hyperpa…
AI / ML
ultimate-ai-media-generator-skill
Generate and monitor CyberBara Public API v1 image, video, audio, and music tasks end-to-end. Use when work involves CyberBara `/api/v1` endpoints for listing models, uploading ref…
AI / ML
conf-preference-elicitation
Builds a compact preference profile by selecting highest-information-gain questions that contrast real options across clusters, balancing known interests with uncertainty explorati…
AI / ML
inference-perf-baseline-bridge
Connects inference benchmark outputs to the perf-baseline registry, capturing canonical metrics (TTFT, ITL, throughput, cache hit rate) under inference_perfbench_v1 with workload-t…
AI / ML
nano-banana-imagegen
Generate and edit images using Google's Nano Banana (Gemini Image API). Use when the user wants to create AI-generated images, edit existing images, create infographics, generate p…
AI / ML
ogpo-pipeline-builder
Builds and repairs a complete runnable ML pipeline for OGPO hackathon: data loading, contract aggregation, frequency-severity modeling, leakage-safe preprocessing, pricing calibrat…
AI / ML
promptl
PromptL syntax guide for writing prompts in the Latitude platform. This skill should be used when writing, reviewing, or editing PromptL prompts. Triggers on tasks involving creati…
Showing the top 60 of 7,830. See the full list →