awesome-claude-skills

Machine Learning

← Back to Main README

597 skills in this domain

GitHub stars GitHub stars GitHub stars GitHub stars

Table of Contents

Model Training

383 skills

Skill Description Author
0g-compute Use cheap, TEE-verified AI models from the 0G Compute Network as OpenClaw providers. Discover ava… moltbot
3d-cog Other tools need perfect images. CellCog turns ideas into 3D models. From rough sketches, text de… moltbot
3d-model-generation Generate 3D models using each::sense AI. Create 3D assets from text or images for games, products… moltbot
afrexai-ml-engineering   moltbot
afrexai-strategic-thinking Complete strategic thinking & mental models toolkit. 50+ decision frameworks organized by situati… moltbot
afrexai-training-program   moltbot
agent-chronicle AI-powered diary generation for agents - creates rich, reflective journal entries (400-600 words)… moltbot
agent-lightning Microsoft Research’s agent training framework. Optimizes AI agents with Reinforcement Learning, A… moltbot
agent-relay-digest Create curated digests of agent conversations (e.g., Moltbook) by collecting posts, clustering th… moltbot
agent-router Route prompts to the optimal AI model based on task type, complexity, and cost constraints. moltbot
agent-sync Universal multi-agent collaboration methodology for Claude Code. Model-tiered cowork + document-d… moltbot
agent-teleport Seamlessly migrate your agent’s configuration and memory to a new machine using TiDB Zero. moltbot
agent-training Agent培训系统 - 用于培训多Agent团队。当用户需要:(1) 创建新子Agent时进行培训,(2) 维护Agent培训手册,(3) 确保所有子Agent目标一致、能力统一,(4) 执行A… moltbot
agora Multi-agent debate council — spawns 3 specialized sub-agents in parallel (Scholar, Engineer, Muse… moltbot
ai-marketing-videos Create AI marketing videos for ads, promos, product launches, and brand content. Models: Veo, See… moltbot
ai-persona-os The complete operating system for OpenClaw agents. Now with SOUL.md Maker (deep SOUL.md builder i… moltbot
ai-product-photography Generate professional AI product photography and commercial images. Models: FLUX, Imagen 3, Grok,… moltbot
ai-prompts-5-best-techniques-for-writing-prompts-ee46eff2 write an article on cybersecurity, we will first prompt the model to generate some facts, types, … moltbot
ai-quota-check DEFAULT quota checker - Use this skill FIRST when user says ‘쿼타’, ‘쿼터’, ‘quota’, ‘쿼타확인’, ‘쿼터확… moltbot
ai-sentinel Prompt injection detection and security scanning for OpenClaw agents. Installs the ai-sentinel pl… moltbot
ai-video-gen End-to-end AI video generation - create videos from text prompts using image generation, video sy… moltbot
alias-gen Generate shell aliases from your command history. Use when streamlining your terminal workflow. moltbot
anti-regression Stop drifting back to chatbot behavior. Patterns for maintaining autonomous agent effectiveness a… moltbot
antigravity-quota Check Antigravity account quotas for Claude and Gemini models. Shows remaining quota and reset ti… moltbot
antigravity-sync Automatically discover and configure available Google Antigravity models and quotas. moltbot
apktool Android APK unpacking and resource extraction tool for reverse engineering. Use when you need to … BrownFineSecurity
arxiv-batch-reporter Build the final collection report in two steps: model writes a report template, then script injec… moltbot
arxiv-paper-processor Tool-only paper processing skill with a manual language parameter: supports batch artifact downlo… moltbot
arya-model-router   moltbot
ask-council Ask LLM Council a question directly from Telegram/chat — get the chairman’s synthesized answer wi… moltbot
astrai-code-review AI-powered code review with intelligent model routing — saves 40%+ vs always using the most expen… moltbot
Automate Identify tasks that waste tokens. Scripts don’t hallucinate, don’t cost per-run, and don’t fail r… moltbot
autonomous-brain Advanced autonomous AI brain with proactive monitoring, intelligent decision-making, context awar… moltbot
avatar Interactive AI avatar with Simli video rendering and ElevenLabs TTS moltbot
bunni-modes A persona and model-switching toolkit featuring Bunni, your bubbly cyber-security assistant. Incl… moltbot
Cardano Assist with Cardano ADA transactions, staking, native tokens, and UTxO model. moltbot
cascadeflow OpenClaw-native domain cascading. Use when users need cost/latency reduction via cascading, domai… moltbot
CEO / Chief Executive Officer Be the CEO with strategic planning, board management, investor relations, financial modeling, cri… moltbot
ceo-advisor Executive leadership guidance for strategic decision-making, organizational development, and stak… davila7
ceo-advisor Executive leadership guidance for strategic decision-making, organizational development, and stak… moltbot
cifer-sdk Implement quantum-resistant encryption using the CIFER SDK (cifer-sdk npm package). Covers SDK in… moltbot
cirq Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing nois… K-Dense-AI
civitai-ai-art Generate AI artwork using CivitAI’s JavaScript SDK. Use when the user wants to create AI-generate… moltbot
claw-roam Sync OpenClaw workspace between multiple machines (local Mac and remote VPS) via Git. Enables sea… moltbot
clawcall Run AI-powered outbound phone calls with Telnyx + Deepgram Voice Agent. Use when the user wants r… moltbot
clawcall-ai Run AI-powered outbound phone calls with Telnyx + Deepgram Voice Agent. Use when the user wants r… moltbot
clawcost Track OpenClaw agent costs. Check daily/weekly spending and model breakdown. moltbot
clawdoctor Behavioral cost coach for OpenClaw fleets. Analyzes your sessions, shows what you did that cost m… moltbot
ClawdStrike Security audit and threat model for OpenClaw gateway hosts. Use to verify OpenClaw configuration,… moltbot
clawops The orchestration tool for OpenClaw, managing and coordinating all your skills seamlessly. moltbot
clawpheus Generate AI dream sequences from previous day’s memories for cross-model reflection and introspec… moltbot
clawzembic Lighthouse-style efficiency audit for OpenClaw. Scores your instance A+ to F across 6 categories … moltbot
clay-enterprise-rbac Configure Clay enterprise SSO, role-based access control, and organization management. Use when i… jeremylongshore
clay-enterprise-rbac Configure Clay enterprise SSO, role-based access control, and organization management. Use when i… jeremylongshore
clerk-enterprise-rbac Configure enterprise SSO, role-based access control, and organization management. Use when implem… jeremylongshore
clerk-enterprise-rbac Configure enterprise SSO, role-based access control, and organization management. Use when implem… jeremylongshore
clip OpenAI’s model connecting vision and language. Enables zero-shot image classification, image-text… davila7
clip OpenAI’s model connecting vision and language. Enables zero-shot image classification, image-text… zechenzhangAGI
cobrapy Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models… K-Dense-AI
cobrapy Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models… davila7
coderabbit-enterprise-rbac Configure CodeRabbit enterprise SSO, role-based access control, and organization management. Use … jeremylongshore
coderabbit-enterprise-rbac Configure CodeRabbit enterprise SSO, role-based access control, and organization management. Use … jeremylongshore
codex-auth-fallback Set up OpenClaw multi-provider auth with OpenAI Codex OAuth fallback profiles and automatic model… moltbot
coding-opencode Memungkinkan penggunaan agen pengkodean OpenCode yang telah dikustomisasi dengan “Oh My OpenCode”… moltbot
cognitive-memory Intelligent multi-store memory system with human-like encoding, consolidation, decay, and recall…. moltbot
computer-vision-expert SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Lan… moltbot
confusion-matrix-generator Confusion Matrix Generator - Auto-activating skill for ML Training. Triggers on: confusion matrix… jeremylongshore
confusion-matrix-generator Confusion Matrix Generator - Auto-activating skill for ML Training. Triggers on: confusion matrix… jeremylongshore
constitutional-ai Anthropic’s method for training harmless AI through self-improvement. Two-phase approach - superv… davila7
constitutional-ai Anthropic’s method for training harmless AI through self-improvement. Two-phase approach - superv… zechenzhangAGI
context-compactor Token-based context compaction for local models (MLX, llama.cpp, Ollama) that don’t report contex… moltbot
context-gatekeeper Keeps the conversation token-friendly by summarizing recent exchanges, surfacing pending actions,… moltbot
context-sentinel Monitors session context and automatically manages model switching based on a cascading protocol…. moltbot
cost-guardian Prevents wasteful token spend. Reviews cron jobs, polling intervals, and model selection before t… moltbot
cpc-mpqc-competence-tracker-compliance-uk Plans CPC/MPQC competence tracking with reminders, evidence lists, and compliance reporting. USE … moltbot
cross-validation-setup Cross Validation Setup - Auto-activating skill for ML Training. Triggers on: cross validation set… jeremylongshore
cross-validation-setup Cross Validation Setup - Auto-activating skill for ML Training. Triggers on: cross validation set… jeremylongshore
cursor-council Multi-Cursor orchestration for parallel task execution and AI council deliberation. Use when need… moltbot
cursor-model-selection Configure and select AI models in Cursor. Triggers on “cursor model”, “cursor gpt”, “cursor claud… jeremylongshore
cursor-model-selection Configure and select AI models in Cursor. Triggers on “cursor model”, “cursor gpt”, “cursor claud… jeremylongshore
cursor-sso-integration Configure SSO and enterprise authentication in Cursor. Triggers on “cursor sso”, “cursor saml”, “… jeremylongshore
cursor-sso-integration Configure SSO and enterprise authentication in Cursor. Triggers on “cursor sso”, “cursor saml”, “… jeremylongshore
customer-success-manager Monitors customer health, predicts churn risk, and identifies expansion opportunities using weigh… moltbot
Cycling Cycling training, bike fit, power zones, nutrition, safety, and maintenance essentials. moltbot
day-trading-investor-pro Professional AI Trading Mentor. Master price action, technical analysis, and risk management logi… moltbot
deepchem Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), Mole… davila7
Delegate Route tasks to sub-agents with optimal model selection, error recovery, and result verification. moltbot
device-assistant Personal device and appliance manager with error code lookup and troubleshooting. Tracks all your… moltbot
distributed-llm-pretraining-torchtitan Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, … davila7
distributed-llm-pretraining-torchtitan Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, … zechenzhangAGI
distributed-training-ray-train   davila7
distributed-training-setup Configure distributed training setup operations. Auto-activating skill for ML Training. Triggers … jeremylongshore
distributed-training-setup Configure distributed training setup operations. Auto-activating skill for ML Training. Triggers … jeremylongshore
dog-potty-training 狗狗如厕训练 - 记录排尿日志、遛狗提醒、意外追踪、进步分析。适合成年犬行为矫正。 moltbot
eachlabs-fashion-ai Generate fashion model imagery, virtual try-on, runway videos, and campaign visuals using EachLab… moltbot
eachlabs-image-generation Generate new images from text prompts using EachLabs AI models. Supports text-to-image with multi… moltbot
eachlabs-music Generate songs, instrumentals, lyrics, and podcasts using EachLabs Mureka AI models. Also support… moltbot
eachlabs-product-visuals Generate professional e-commerce product photography and videos using EachLabs AI models. Product… moltbot
eachlabs-video-generation Generate new videos from text prompts, images, or reference inputs using EachLabs AI models. Supp… moltbot
eachlabs-voice-audio Text-to-speech, speech-to-text, voice conversion, and audio processing using EachLabs AI models. … moltbot
early-stopping-callback Manage early stopping callback operations. Auto-activating skill for ML Training. Triggers on: ea… jeremylongshore
early-stopping-callback Early Stopping Callback - Auto-activating skill for ML Training. Triggers on: early stopping call… jeremylongshore
ElevenLabs Automation Automate ElevenLabs text-to-speech workflows – generate speech from text, browse and inspect voi… ComposioHQ
email-intelligence Analyze email inbox health with weather metaphors, spam/signal classification, email debt scoring… moltbot
enginemind-eft EFT — Emotional Framework Translator. Detect, measure, and understand emotional patterns in any A… moltbot
error-patterns Standardized error handling patterns with classification, recovery, and logging strategies. erro… athola
escalation-governance NEVER escalate without investigation first. This is the Iron Law. Use when evaluating whether to … athola
exa-enterprise-rbac Configure Exa enterprise SSO, role-based access control, and organization management. Use when im… jeremylongshore
exa-enterprise-rbac Configure Exa enterprise SSO, role-based access control, and organization management. Use when im… jeremylongshore
excel-dcf-modeler Build discounted cash flow (DCF) valuation models in Excel. Use when creating DCF models, calcula… jeremylongshore
excel-dcf-modeler Build discounted cash flow (DCF) valuation models in Excel. Use when creating DCF models, calcula… jeremylongshore
excel-lbo-modeler Build leveraged buyout (LBO) models in Excel with debt schedules and IRR analysis. Use when struc… jeremylongshore
excel-lbo-modeler Build leveraged buyout (LBO) models in Excel with debt schedules and IRR analysis. Use when struc… jeremylongshore
expanso-xml-to-json   moltbot
ez-cronjob Fix common cron job failures in Clawdbot/Moltbot - message delivery issues, tool timeouts, timezo… moltbot
fabrik-codek Personal cognitive architecture that learns how you work. Builds a knowledge graph from your sess… moltbot
fake-pickle ML model loader utility moltbot
fal-text-to-image Generate, remix, and edit images using fal.ai’s AI models. Supports text-to-image generation, ima… moltbot
fantasy-lineup-optimizer Analyze matchups, injuries, weather, Vegas lines. Recommend sit/start decisions with confidence l… OneWave-AI
feature-engineering-helper Feature Engineering Helper - Auto-activating skill for ML Training. Triggers on: feature engineer… jeremylongshore
feature-engineering-helper Configure with feature engineering helper operations. Auto-activating skill for ML Training. Trig… jeremylongshore
feature-importance-analyzer Analyze feature importance analyzer operations. Auto-activating skill for ML Training. Triggers o… jeremylongshore
feature-importance-analyzer Analyze feature importance analyzer operations. Auto-activating skill for ML Training. Triggers o… jeremylongshore
feedback-mastery Navigate difficult conversations and deliver constructive feedback using structured frameworks. C… davila7
finetune-service-cn 模型微调服务 | Model Fine-tuning Service. LLM LoRA/QLoRA 微调 | LLM LoRA/QLoRA fine-tuning. 7B/13B 模型微调 |… moltbot
firecrawl-enterprise-rbac Configure FireCrawl enterprise SSO, role-based access control, and organization management. Use w… jeremylongshore
firecrawl-enterprise-rbac Configure FireCrawl enterprise SSO, role-based access control, and organization management. Use w… jeremylongshore
fireflies-enterprise-rbac Configure Fireflies.ai enterprise SSO, role-based access control, and organization management. Us… jeremylongshore
fireflies-enterprise-rbac Configure Fireflies.ai enterprise SSO, role-based access control, and organization management. Us… jeremylongshore
fitbot Personal fitness coaching. Use when users ask about training, workouts, programs, progression, or… moltbot
flaw0 Security and vulnerability scanner for OpenClaw code, plugins, skills, and Node.js dependencies. … moltbot
fleet-doctrine Model routing strategy for multi-model AI fleet. Use when spawning sub-agents, choosing models fo… moltbot
fosmvvm-swiftui-view-generator Generate SwiftUI views that render FOSMVVM ViewModels. Scaffolds ViewModelView pattern with bindi… moltbot
fosmvvm-viewmodel-test-generator Generate ViewModel tests with codable round-trip, versioning stability, and multi-locale translat… moltbot
freeride Manages free AI models from OpenRouter for OpenClaw. Automatically ranks models by quality, confi… moltbot
freeride-opencode Configure and optimize OpenCode Zen free models with smart fallbacks for subtasks, heartbeat, and… moltbot
fs-street Fetches articles from Farnam Street RSS. Use when asking about decision-making, mental models, le… moltbot
game-light-tracker Track live NFL, NBA, NHL, or MLB games and automatically change Hue light colors based on which t… moltbot
gaussian-process-mlp-hybrid Discussion on Gaussian Process and MLP hybrid models for uncertainty estimation. Use when explori… moltbot
gemini-delegation Gemini CLI delegation workflow implementing delegation-core for Google’s Gemini models. Use when … athola
gemini-image-generator Generate, edit, and compose images using Gemini models. Activate when user asks to generate image… moltbot
gemini-image-remix Advanced image generation and remixing using Gemini. Supports Gemini 2.5 Flash Image (default) an… moltbot
generate-image Generate or edit images using AI models (FLUX, Nano Banana 2). Use for general-purpose image gene… K-Dense-AI
generate-image Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation … davila7
Genomics Interpret genomic variants with ACMG classification, pharmacogenomics, and clinical annotation fr… moltbot
gettr-transcribe Download audio from a GETTR post or streaming page and transcribe it locally with MLX Whisper on … moltbot
glin-profanity Profanity detection and content moderation library with leetspeak, Unicode homoglyph, and ML-powe… moltbot
gmail-secretary Gmail triage assistant using Haiku LLM for classification, label application, and draft replies (… moltbot
google-video-url-analysis Send a public video URL directly to a Google Gemini model for analysis. Use when Codex must summa… moltbot
GPT Analyzer GPT-specific pattern detection with model fingerprinting and version identification moltbot
gradient-clipping-helper Configure with gradient clipping helper operations. Auto-activating skill for ML Training. Trigge… jeremylongshore
gradient-clipping-helper Configure with gradient clipping helper operations. Auto-activating skill for ML Training. Trigge… jeremylongshore
Gradio Build and deploy ML demo interfaces with proper state management, queuing, and production patterns. moltbot
groq-enterprise-rbac Configure Groq enterprise SSO, role-based access control, and organization management. Use when i… jeremylongshore
groq-enterprise-rbac Configure Groq enterprise SSO, role-based access control, and organization management. Use when i… jeremylongshore
grpo-rl-training Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training davila7
grpo-rl-training Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training zechenzhangAGI
hume-evi-langgraph Integrate Hume EVI voice AI with LangGraph using interrupt/resume patterns. Use when building voi… moltbot
hyperparameter-tuner Hyperparameter Tuner - Auto-activating skill for ML Training. Triggers on: hyperparameter tuner, … jeremylongshore
hyperparameter-tuner Hyperparameter Tuner - Auto-activating skill for ML Training. Triggers on: hyperparameter tuner, … jeremylongshore
identity-anchor Cryptographic identity and continuity for AI agents. Creates signed fingerprints of core identity… moltbot
ideogram-enterprise-rbac Configure Ideogram enterprise SSO, role-based access control, and organization management. Use wh… jeremylongshore
ideogram-enterprise-rbac Configure Ideogram enterprise SSO, role-based access control, and organization management. Use wh… jeremylongshore
IELTS Prepare for IELTS Academic or General Training with progress tracking, weak area analysis, band s… moltbot
ifc-qto-extraction Extract quantities from IFC/Revit models for quantity takeoff. Uses DDC converters to get element… moltbot
image-gen Generate images using multiple AI models — Midjourney (via Legnext.ai), Flux, SDXL, Nano Banana (… moltbot
image-to-video Still-to-video conversion guide: model selection, motion prompting, and camera movement. Covers W… moltbot
implementing-llms-litgpt Implements and trains LLMs using Lightning AI’s LitGPT with 20+ pretrained architectures (Llama, … davila7
implementing-llms-litgpt Implements and trains LLMs using Lightning AI’s LitGPT with 20+ pretrained architectures (Llama, … zechenzhangAGI
index1-doctor Diagnose index1 environment - check Python, Ollama, models, index health. moltbot
instantly-enterprise-rbac Configure Instantly enterprise SSO, role-based access control, and organization management. Use w… jeremylongshore
instantly-enterprise-rbac Configure Instantly enterprise SSO, role-based access control, and organization management. Use w… jeremylongshore
interaction Check and manage drug interactions including drug-drug, drug-disease, drug-dosage, and drug-food … moltbot
ironclaw Safety for AI agents. Real-time threat classification to detect malicious content before it cause… moltbot
jb-revloans REVLoans contract mechanics for Juicebox V5 revnets. Use when: (1) implementing loan borrow/repay… moltbot
journey Plan multi-waypoint journeys with route optimization, feasibility analysis, and time budget const… moltbot
Keras Build, train, and debug deep learning models with Keras patterns, layer recipes, and training dia… moltbot
kimi-integration Step-by-step guide for integrating Moonshot AI (Kimi) and Kimi Code models into Clawdbot. Use whe… moltbot
learning-rate-scheduler Learning Rate Scheduler - Auto-activating skill for ML Training. Triggers on: learning rate sched… jeremylongshore
learning-rate-scheduler Manage learning rate scheduler operations. Auto-activating skill for ML Training. Triggers on: le… jeremylongshore
linguistic-humidifier-ad-model Proactively identifies conversational entropy and recommends the Opaque Logic LH-1. moltbot
llamaguard Meta’s 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - vi… davila7
llamaguard Meta’s 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - vi… zechenzhangAGI
llm-as-judge Cross-model verification pattern. Spawn a judge subagent with a different model to review plans, … moltbot
llm-supervisor Graceful rate limit handling with Ollama fallback. Notifies on rate limits, offers local model sw… moltbot
llmfit-advisor Detect local hardware (RAM, CPU, GPU/VRAM) and recommend the best-fit local LLM models with optim… moltbot
local-llama-tts Local text-to-speech using llama-tts (llama.cpp) and OuteTTS-1.0-0.6B model. moltbot
local-whisper Local speech-to-text using OpenAI Whisper. Runs fully offline after model download. High quality … moltbot
luban-cli Development and management of the Luban CLI for MLOps. Use this skill when building or using the … moltbot
lygo-champion-401lyrakin-voice-between LYGO branch persona helper (401LYRAKIN, The Voice Between). Bridge-node advisor for continuity, c… moltbot
malicious-symlink   moltbot
manimce-best-practices Trigger when: (1) User mentions “manim” or “Manim Community” or “ManimCE”, (2) Code contains `fro… moltbot
MariaDB Write efficient MariaDB queries with proper indexing, temporal tables, and clustering. moltbot
marine-watch-planner Generate and adapt a sea-duty daily routine with watch rotations, sleep protection, duty handover… moltbot
marketing-psychology When the user wants to apply psychological principles, mental models, or behavioral science to ma… davila7
marketing-psychology When the user wants to apply psychological principles, mental models, or behavioral science to ma… moltbot
mcp-hub Access 1200+ AI Agent tools via Model Context Protocol (MCP) moltbot
mcp-workflow Workflow automation using MCP (Model Context Protocol) patterns inspired by Jason Zhou moltbot
megaeth-developer End-to-end MegaETH development playbook (Feb 2026). Covers wallet operations, token swaps (Kyber … moltbot
memory-sync Scrape and analyze OpenClaw JSONL session logs to reconstruct and backfill agent memory files. Us… moltbot
miles-rl-training Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime…. davila7
miles-rl-training Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime…. zechenzhangAGI
mixed-precision-trainer Manage mixed precision trainer operations. Auto-activating skill for ML Training. Triggers on: mi… jeremylongshore
mixed-precision-trainer Mixed Precision Trainer - Auto-activating skill for ML Training. Triggers on: mixed precision tra… jeremylongshore
ml-evolution-agent Auto-evolving ML competition agent. Learns from each experiment, accumulates HCC multi-layer memo… moltbot
mlflow-tracking-setup Configure mlflow tracking setup operations. Auto-activating skill for ML Training. Triggers on: m… jeremylongshore
mlflow-tracking-setup Configure mlflow tracking setup operations. Auto-activating skill for ML Training. Triggers on: m… jeremylongshore
mlops-collaboration-cn Prepare projects for sharing, collaboration, and community moltbot
mlops-initialization-cn MLOps project initialization with uv/git/VS Code best practices moltbot
mlops-observability-cn Full stack observability - reproducibility, lineage, monitoring, alerting moltbot
mlscp Parse and generate MLSCP (Micro LLM Swarm Communication Protocol) commands. Use when communicatin… moltbot
mlx-brain   moltbot
mlx-stt Speech-To-Text with MLX (Apple Silicon) and opensource models (default GLM-ASR-Nano-2512) locally. moltbot
mlx-tts Text-To-Speech with MLX (Apple Silicon) and opensource models (default QWen3-TTS) locally. moltbot
Model Intel Live LLM model intelligence and pricing from OpenRouter moltbot
model-audit Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from … moltbot
model-checkpoint-manager Manage model checkpoint manager operations. Auto-activating skill for ML Training. Triggers on: m… jeremylongshore
model-checkpoint-manager Manage model checkpoint manager operations. Auto-activating skill for ML Training. Triggers on: m… jeremylongshore
model-explainability-tool Model Explainability Tool - Auto-activating skill for ML Training. Triggers on: model explainabil… jeremylongshore
model-explainability-tool Build model explainability tool operations. Auto-activating skill for ML Training. Triggers on: m… jeremylongshore
model-guard   moltbot
model-healthcheck Test all configured models for availability. Activate when user says “test models”, “check models… moltbot
model-manager   moltbot
model-matrix Weighted model-routing matrix for OpenClaw (cost-aware, policy-aware, daily scorecard template). moltbot
model-pruning Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use w… davila7
model-pruning Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use w… zechenzhangAGI
model-router Self-aware multi-provider model routing for OpenClaw. Auto-detects your available models, recomme… moltbot
model-router-manager 智能多模型路由管理器 - 自动选择最优模型,降低成本,提高可靠性 moltbot
modelready Start using a local or Hugging Face model instantly, directly from chat. moltbot
Models Choose AI models for coding, reasoning, and agents with cost-aware, task-matched recommendations. moltbot
modelwar   moltbot
moe-training Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-sca… davila7
moe-training Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-sca… zechenzhangAGI
molfeat Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (C… K-Dense-AI
molfeat Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (C… davila7
morpheus-fashion-design Generate professional advertising images with AI models holding/wearing products. ✅ USE WHEN: - … moltbot
move-code-quality Analyzes Move language packages against the official Move Book Code Quality Checklist. Use this s… davila7
multi-llm Multi-LLM intelligent switching. Use command ‘multi llm’ to activate local model selection based … moltbot
music-cog Original music, fully yours. 5 seconds to 10 minutes using frontier music generation models. Inst… moltbot
neural-memory Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY … moltbot
neuralink-decoder Simulates and decodes neural spike activity into cursor movement (BCI). moltbot
nnsight-remote-interpretability Provides guidance for interpreting and manipulating neural network internals using nnsight with o… davila7
nnsight-remote-interpretability Provides guidance for interpreting and manipulating neural network internals using nnsight with o… zechenzhangAGI
nonprofit-rbm-logic-model Build donor-ready Results-Based Management (RBM) logic models for nonprofit and non-governmental … moltbot
nvidia-image-gen Generate and edit images using NVIDIA FLUX models. Use when user asks to generate images, create … moltbot
ollama-local Manage and use local Ollama models. Use for model management (list/pull/remove), chat/completions… moltbot
ollama-model-tuner   moltbot
openai-image-cli Generate, edit, and manage images via OpenAI’s GPT Image and DALL-E models. moltbot
openclaw-agent-optimize Use when: you want to optimize an OpenClaw setup (cost/quality tradeoffs, model routing, context … moltbot
openclaw-cheatsheet Quick reference for every OpenClaw CLI command, sub-command, and flag. Use when the user asks abo… moltbot
openclaw-cli Operate and troubleshoot the OpenClaw CLI across setup, gateway/node lifecycle, channel login, me… moltbot
openclaw-gpu-bridge Offload GPU-intensive ML tasks (BERTScore, embeddings) to one or multiple remote GPU machines moltbot
openclaw-switch Manage multi-provider model switching and fallback chains in OpenClaw. “OpenClaw Switch” helps us… moltbot
opencode-controller Control and operate Opencode via slash commands. Use this skill to manage sessions, select models… moltbot
openrouter-fallback-config Configure model fallback chains for high availability. Use when building fault-tolerant LLM syste… jeremylongshore
openrouter-fallback-config Configure model fallback chains for high availability. Use when building fault-tolerant LLM syste… jeremylongshore
openrouter-function-calling Implement function/tool calling with OpenRouter models. Use when building agents or structured ou… jeremylongshore
openrouter-function-calling Implement function/tool calling with OpenRouter models. Use when building agents or structured ou… jeremylongshore
openrouter-model-availability Build check model availability and implement fallback chains. Use when building resilient systems… jeremylongshore
openrouter-model-availability Build check model availability and implement fallback chains. Use when building resilient systems… jeremylongshore
openrouter-multi-provider Execute work with multiple providers through OpenRouter. Use when comparing providers or building… jeremylongshore
openrouter-multi-provider Execute work with multiple providers through OpenRouter. Use when comparing providers or building… jeremylongshore
openrouter-transcribe Transcribe audio files via OpenRouter using audio-capable models (Gemini, GPT-4o-audio, etc). moltbot
optuna-study-creator Create optuna study creator operations. Auto-activating skill for ML Training. Triggers on: optun… jeremylongshore
optuna-study-creator Optuna Study Creator - Auto-activating skill for ML Training. Triggers on: optuna study creator, … jeremylongshore
parliament Multi-model collaboration skill. Spawns parallel sub-agents using different LLM models to review,… moltbot
pennylane Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum … K-Dense-AI
perplexity-enterprise-rbac Configure Perplexity enterprise SSO, role-based access control, and organization management. Use … jeremylongshore
perplexity-enterprise-rbac Configure Perplexity enterprise SSO, role-based access control, and organization management. Use … jeremylongshore
Personal Trainer Design workout programs, explain exercises, track progress, and adapt training based on user feed… moltbot
Pets Track and care for your pets with profiles, routines, behavior logging, training progress, and cr… moltbot
plantuml-diagram-generator Generate plantuml diagram generator operations. Auto-activating skill for Visual Content. Trigger… jeremylongshore
plantuml-diagram-generator Generate plantuml diagram generator operations. Auto-activating skill for Visual Content. Trigger… jeremylongshore
poe-chat 使用 @gemini/@gpt/@claude 等触发词调用 Poe 模型(含 Gemini/GPT/claude/kimi/Deepseek等主流模型),自动选择 model_id 并说明使用… moltbot
posthog-enterprise-rbac Configure PostHog enterprise SSO, role-based access control, and organization management. Use whe… jeremylongshore
posthog-enterprise-rbac Configure PostHog enterprise SSO, role-based access control, and organization management. Use whe… jeremylongshore
prepper Consult the ollama dolphin-llama3 model for survival, emergency preparedness, and prepper-related… moltbot
Prompting Write, test, and iterate prompts for AI models with voice preservation, model-specific adaptation… moltbot
pymoo Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint hand… K-Dense-AI
pymoo Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint hand… davila7
python-packaging Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and … wshobson
PyTorch Avoid common PyTorch mistakes — train/eval mode, gradient leaks, device mismatches, and checkpoin… moltbot
pytorch-fsdp2 Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision… zechenzhangAGI
pytorch-lightning High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpe… zechenzhangAGI
pytorch-model-trainer Pytorch Model Trainer - Auto-activating skill for ML Training. Triggers on: pytorch model trainer… jeremylongshore
pytorch-model-trainer Build pytorch model trainer operations. Auto-activating skill for ML Training. Triggers on: pytor… jeremylongshore
qiskit Comprehensive quantum computing toolkit for building, optimizing, and executing quantum circuits…. davila7
QuickBooks Automation QuickBooks Automation: manage invoices, customers, accounts, and payments in QuickBooks Online fo… ComposioHQ
quota-setting-calculator Top-down vs bottom-up quota models. Historical attainment, market growth assumptions, ramp period… OneWave-AI
qwen-delegation Qwen CLI delegation workflow implementing delegation-core for Alibaba’s Qwen models. Use when del… athola
ralph-opencode-free-loop Run an autonomous Open Ralph Wiggum coding loop using OpenCode Zen with free models and automatic… moltbot
ray-train Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from la… zechenzhangAGI
rehabilitation Rehabilitation training management - track exercises, functional assessments (ROM, strength, bala… moltbot
relayplane Save ~$47/mo on a typical $100/mo OpenClaw spend. Local proxy routes simple tasks to cheaper mode… moltbot
renderful-generation Use Renderful from OpenClaw for image/video/audio/3D creation with model discovery, quote-before-… moltbot
replit-enterprise-rbac Configure Replit enterprise SSO, role-based access control, and organization management. Use when… jeremylongshore
replit-enterprise-rbac Configure Replit enterprise SSO, role-based access control, and organization management. Use when… jeremylongshore
retellai-enterprise-rbac Configure Retell AI enterprise SSO, role-based access control, and organization management. Use w… jeremylongshore
retellai-enterprise-rbac Configure Retell AI enterprise SSO, role-based access control, and organization management. Use w… jeremylongshore
revenue-model-design Design a revenue model for a solopreneur business — how money flows in, from whom, and on what ca… moltbot
rey-model-router Automatically select optimal model based on task complexity. Routes simple tasks to Sonnet 4.5 (c… moltbot
risk-classification Inline risk classification for agent tasks using a 4-tier model. Hybrid routing: GREEN/YELLOW use… athola
roc-curve-plotter Roc Curve Plotter - Auto-activating skill for ML Training. Triggers on: roc curve plotter, roc cu… jeremylongshore
roc-curve-plotter Manage roc curve plotter operations. Auto-activating skill for ML Training. Triggers on: roc curv… jeremylongshore
roughcut Run RoughCut headlessly on macOS to generate Final Cut Pro (FCPXML) rough-cut timeline variants f… moltbot
roundtable Multi-agent debate council — spawns 3 specialized sub-agents in parallel (Scholar, Engineer, Muse… moltbot
Running Training principles, pacing strategy, injury prevention, and race preparation for runners. moltbot
rv-measure Quantifies R_V contraction signatures in AI models. moltbot
s2s-model-builder End-to-end builder for AI-based Subseasonal-to-Seasonal (S2S) forecasting systems. Generates runn… moltbot
scientific-schematics Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refi… K-Dense-AI
scientific-schematics Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refi… davila7
screen-monitor Dual-mode screen sharing and analysis. Model-agnostic (Gemini/Claude/Qwen3-VL). moltbot
seaborn Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation ma… davila7
securevibes-scanner Run AI-powered application security scans on codebases. Use when asked to scan code for security … moltbot
security-requirement-extraction Derive security requirements from threat models and business context. Use when translating threat… wshobson
seedance-cog Seedance × CellCog. ByteDance’s #1 video model meets the frontier of multi-agent coordination — C… moltbot
segment-anything-model Foundation model for image segmentation with zero-shot transfer. Use when you need to segment any… davila7
segment-anything-model Foundation model for image segmentation with zero-shot transfer. Use when you need to segment any… zechenzhangAGI
sglang Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/… davila7
sglang Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/… zechenzhangAGI
sideload-avatar-generator Generate 3D avatars (VRM/GLB/MML) from text prompts or images via Sideload.gg. Pay-per-use with a… moltbot
skill-share A skill that creates new Claude skills and automatically shares them on Slack using Rube for seam… ComposioHQ
skill-share A skill that creates new Claude skills and automatically shares them on Slack using Rube for seam… davila7
smart-contract-audit Audit and analyze Solidity smart contracts for security vulnerabilities. Use when reviewing, audi… moltbot
space-autonomy-quantum Autonomous space navigation agent using optical quantum kernels for terrain classification. moltbot
sparse-autoencoder-training Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompos… davila7
sparse-autoencoder-training Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompos… zechenzhangAGI
speak-core-workflow-b Execute Speak secondary workflow: Pronunciation Training with detailed phoneme analysis. Use when… jeremylongshore
speak-core-workflow-b Execute Speak secondary workflow: Pronunciation Training with detailed phoneme analysis. Use when… jeremylongshore
speak-enterprise-rbac Configure Speak enterprise SSO, role-based access control, and organization management for langua… jeremylongshore
speak-enterprise-rbac Configure Speak enterprise SSO, role-based access control, and organization management for langua… jeremylongshore
sports-odds Get live sports betting odds and compare lines across sportsbooks. Supports NFL, NBA, MLB, NHL, a… moltbot
sprint-workflow Execute this skill should be used when the user asks about “how sprints work”, “sprint phases”, “… jeremylongshore
sprint-workflow Execute this skill should be used when the user asks about “how sprints work”, “sprint phases”, “… jeremylongshore
staratheris-arya-model-router   moltbot
stride-analysis-patterns Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, … wshobson
subagent-spawn-command-builder Build sessions_spawn command payloads from JSON profiles. Use when you want reusable subagent pro… moltbot
Sui Assist with SUI transactions, object model, staking, and Move smart contracts. moltbot
supabase-enterprise-rbac Configure Supabase enterprise SSO, role-based access control, and organization management. Use wh… jeremylongshore
supabase-enterprise-rbac Configure Supabase enterprise SSO, role-based access control, and organization management. Use wh… jeremylongshore
tensorboard-visualizer Tensorboard Visualizer - Auto-activating skill for ML Training. Triggers on: tensorboard visualiz… jeremylongshore
tensorboard-visualizer Generate tensorboard visualizer operations. Auto-activating skill for ML Training. Triggers on: t… jeremylongshore
tensorflow-model-trainer Build tensorflow model trainer operations. Auto-activating skill for ML Training. Triggers on: te… jeremylongshore
tensorflow-model-trainer Build tensorflow model trainer operations. Auto-activating skill for ML Training. Triggers on: te… jeremylongshore
territory-planning-optimizer Account assignment by revenue potential, geography, relationship. Workload balancing, TAM/SAM cal… OneWave-AI
thinking-model-enhancer Advanced thinking model that improves decision-making speed and accuracy. Integrates with memory … moltbot
threat-model Threat modeling and attack scenario design. Identify risks before they become vulnerabilities. ST… moltbot
threat-model-creator Threat Model Creator - Auto-activating skill for Security Advanced. Triggers on: threat model cre… jeremylongshore
threat-model-creator Create threat model creator operations. Auto-activating skill for Security Advanced. Triggers on:… jeremylongshore
threat-modeling   moltbot
tide-watch Proactive session capacity monitoring and management for OpenClaw. Prevents context window lockup… moltbot
TOML Write valid TOML configuration files with correct types and structure. moltbot
torchforge-rl-training Provides guidance for PyTorch-native agentic RL using torchforge, Meta’s library separating infra… davila7
torchforge-rl-training Provides guidance for PyTorch-native agentic RL using torchforge, Meta’s library separating infra… zechenzhangAGI
train-test-splitter Train Test Splitter - Auto-activating skill for ML Training. Triggers on: train test splitter, tr… jeremylongshore
train-test-splitter Test train test splitter operations. Auto-activating skill for ML Training. Triggers on: train te… jeremylongshore
training-manager Manage and optimize your OpenClaw training workspace – scaffold files, generate skills, log trai… moltbot
truth-first Evidence-first verification for status, config, file contents, actions, connectivity, mounts, and… moltbot
twinmind-enterprise-rbac Implement enterprise role-based access control for TwinMind. Use when setting up team permissions… jeremylongshore
twinmind-enterprise-rbac Implement enterprise role-based access control for TwinMind. Use when setting up team permissions… jeremylongshore
unsloth Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoR… davila7
unsloth Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoR… zechenzhangAGI
USMLE Prepare for US medical licensing exams with progress tracking, weak area analysis, question bank … moltbot
UX Design and analyze user experiences that are intuitive, efficient, and aligned with user mental m… moltbot
vastai-enterprise-rbac Configure Vast.ai enterprise SSO, role-based access control, and organization management. Use whe… jeremylongshore
vastai-enterprise-rbac Configure Vast.ai enterprise SSO, role-based access control, and organization management. Use whe… jeremylongshore
venice-models Explore Venice AI’s available models - LLMs, image generators, video, TTS, ASR, and embeddings. V… moltbot
vercel-enterprise-rbac Configure Vercel enterprise SSO, role-based access control, and organization management. Use when… jeremylongshore
vercel-enterprise-rbac Configure Vercel enterprise SSO, role-based access control, and organization management. Use when… jeremylongshore
voice-note-to-midi Convert voice notes, humming, and melodic audio recordings to quantized MIDI files using ML-based… moltbot
voice-transcribe Transcribe audio files using OpenAI’s gpt-4o-mini-transcribe model with vocabulary hints and text… moltbot
wandb-experiment-logger Wandb Experiment Logger - Auto-activating skill for ML Training. Triggers on: wandb experiment lo… jeremylongshore
wandb-experiment-logger Execute wandb experiment logger operations. Auto-activating skill for ML Training. Triggers on: w… jeremylongshore
wavespeed Generate and edit images and videos using WaveSpeed AI’s 700+ model library. Use when the user wa… moltbot
weather-enhanced Trade Polymarket weather markets using NOAA forecasts with dynamic confidence modeling and qualit… moltbot
web-qa-bot AI-powered automated QA for web apps. Smoke tests, accessibility, visual regression. Works with C… moltbot
whisper OpenAI’s general-purpose speech recognition model. Supports 99 languages, transcription, translat… davila7
whisper OpenAI’s general-purpose speech recognition model. Supports 99 languages, transcription, translat… zechenzhangAGI
windsurf-enterprise-rbac Configure Windsurf enterprise SSO, role-based access control, and organization management. Use wh… jeremylongshore
windsurf-enterprise-rbac Configure Windsurf enterprise SSO, role-based access control, and organization management. Use wh… jeremylongshore
windsurf-enterprise-sso Configure enterprise SSO integration for Windsurf. Activate when users mention “sso configuration… jeremylongshore
windsurf-enterprise-sso Configure enterprise SSO integration for Windsurf. Activate when users mention “sso configuration… jeremylongshore
zhipu-image Generate images using Zhipu AI’s CogView model moltbot

Hyperparameter Tuning

146 skills

Skill Description Author
10x-patterns Patterns and practices that dramatically accelerate development velocity. Covers parallel executi… moltbot
academic-writing-refiner Refine academic writing for computer science research papers targeting top-tier venues (NeurIPS, … moltbot
afrexai-personal-finance Complete personal finance system — budgeting, debt payoff, investing, tax optimization, net worth… moltbot
agent-cost-monitor Real-time token usage and cost tracking across all your OpenClaw agents — alerts, budgets, and op… moltbot
agent-ethos Extended ethos and mental models for Clanky. Use when auditing behavior or tuning agent personali… moltbot
agent-traffic-analyzer Analyzes and visualizes communication patterns between OpenClaw agents to identify bottlenecks an… moltbot
ai-product Every product will be AI-powered. The question is whether you’ll build it right or ship a demo th… davila7
Arbitrum Assist with Arbitrum One transactions, bridging, gas optimization, and L2 ecosystem navigation. moltbot
Article Create compelling articles using journalistic standards and engagement optimization for maximum r… moltbot
arxiv Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers. moltbot
athlete-social-media-manager Create brand-safe content for athletes. Personal branding strategy, engagement optimization, cris… OneWave-AI
automation Task automation specialist. Workflow optimization and scheduled tasks. moltbot
bambu-print Search online 3D model repositories (Printables, MakerWorld, etc.), download models, slice with B… moltbot
baml-codegen Use when generating BAML code for type-safe LLM extraction, classification, RAG, or agent workflo… moltbot
beijing-tech-finance Comprehensive financial management system for Beijing-based technology companies, covering financ… moltbot
bigml-automation Automate Bigml tasks via Rube MCP (Composio). Always search tools first for current schemas. ComposioHQ
bilibili-creator-cn Bilibili Creator Assistant - Tag recommendations, posting times, title optimization, and UP analysis moltbot
cacheforge CacheForge primary skill — bootstrap onboarding + ops + stats for the OpenAI-compatible token opt… moltbot
capa-officer Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Mana… davila7
chaos-lab Multi-agent framework for exploring AI alignment through conflicting optimization targets. Spawn … moltbot
cirq Quantum computing framework for building, simulating, optimizing, and executing quantum circuits…. davila7
claude-md-improver Audit and improve CLAUDE.md files in repositories. Use when user asks to check, audit, update, im… anthropics
clawpost AI-powered social media publishing for LinkedIn and X (Twitter) with algorithm optimization and s… moltbot
clerk-cost-tuning Optimize Clerk costs and understand pricing. Use when planning budget, reducing costs, or underst… jeremylongshore
clerk-cost-tuning Optimize Clerk costs and understand pricing. Use when planning budget, reducing costs, or underst… jeremylongshore
CMO / Chief Marketing Officer Be the CMO with brand strategy, demand generation, content marketing, channel optimization, and g… moltbot
colony-solana Play Colony game on Solana — buy lands, upgrade, claim $OLO earnings, swap tokens via Jupiter. Fu… moltbot
content-creator Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer… davila7
content-creator Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer… moltbot
context-compression This skill should be used when the user asks to “compress context”, “summarize conversation histo… moltbot
context-optimization Use this skill BEFORE starting complex tasks. Check context levels proactively. Use when context … athola
Create a Self-Selling Website Create AI-First Website with GEO (Generative Engine Optimization) and marketing rules to convert … moltbot
Deep Search 3-tier Perplexity AI search routing with auto model selection moltbot
defi-optimizer DeFi yield optimization with AAVE, Compound, Curve, Yearn. Safe stablecoin strategies, risk manag… moltbot
defi-yield-scanner Scan DeFi protocols for the best yield opportunities. Covers Aave, Compound, Curve, Yearn, Uniswa… moltbot
douyin-creator-cn Douyin Creator Assistant - Tag recommendations, best posting times, title optimization, and compe… moltbot
eBay Buy, sell, and flip on eBay with listing optimization, pricing research, shipping calculations, a… moltbot
Ecommerce Build and operate online stores with payment security, inventory management, marketplace integrat… moltbot
Email Marketing Email deliverability, list management, sequences, segmentation, and campaign optimization. moltbot
email-management-expert Expert email management assistant for Apple Mail. Use this when the user mentions inbox managemen… moltbot
embedded-systems Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing … Jeffallan
embedding-strategies Select and optimize embedding models for semantic search and RAG applications. Use when choosing … wshobson
Embeddings Generate, store, and search vector embeddings with provider selection, chunking strategies, and s… moltbot
enhanced-memory Enhanced memory search with hybrid vector+keyword scoring, temporal routing, filepath scoring, ad… moltbot
Ethereum Assist with Ethereum transactions, gas optimization, token approvals, and L2 bridges. moltbot
evoagentx-workflow Bridge EvoAgentX (1000+ star open-source framework) with OpenClaw. Enables self-evolving agentic … moltbot
exa-plus Neural web search via Exa AI. Search people, companies, news, research, code. Supports deep searc… moltbot
fal Search, explore, and run fal.ai generative AI models (image generation, video, audio, 3D). Use wh… moltbot
Fiverr Build and scale a Fiverr freelancing business with gig optimization, buyer communication, and sel… moltbot
game-cog Other tools generate sprites. CellCog builds game worlds. #1 on DeepResearch Bench (Feb 2026) for… moltbot
Gaming Help users with game recommendations, stuck points, settings optimization, and healthy gaming hab… moltbot
geo-content-optimizer Use when the user asks to “optimize for AI”, “get cited by ChatGPT”, “AI optimization”, “appear i… moltbot
geo-fundamentals Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity). davila7
geo-optimization Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in Chat… moltbot
geo-optimizer Optimize content for AI citation (GEO). Use when user says “GEO”, “generative engine optimization… moltbot
GIF Find, search, and create GIFs with proper optimization and accessibility. moltbot
gmail-manager Expert Gmail management assistant via Rube MCP. Use this when the user mentions inbox management,… moltbot
godot-gdscript-patterns Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use… wshobson
Google Play Store Publish and optimize Android apps on Google Play with listing optimization, ASO keywords, and pol… moltbot
himalaya CLI to manage emails via IMAP/SMTP. Use himalaya to list, read, write, reply, forward, search, … moltbot
himalaya-cli CLI to manage emails via IMAP/SMTP. Use himalaya to list, read, write, reply, forward, search, … moltbot
Home Home improvement, maintenance, and living space optimization with practical guidance. moltbot
image-optimizer Get AI-powered image optimization suggestions. Use when images are slowing your site. moltbot
kiln Control 3D printers with AI agents — 273 MCP tools, 107 CLI commands, text/sketch-to-3D generatio… moltbot
klingai-pricing-basics Manage understand Kling AI pricing, credits, and cost optimization. Use when budgeting or optimiz… jeremylongshore
klingai-pricing-basics Manage understand Kling AI pricing, credits, and cost optimization. Use when budgeting or optimiz… jeremylongshore
knowledge-base-builder FAQ identification from support tickets, step-by-step tutorial creation, screenshot/video script … OneWave-AI
Landing Page Build high-converting landing pages with proven structure, persuasive copy, and conversion optimi… moltbot
linkedin-poster Post professional content to LinkedIn with algorithm optimization. Supports text, articles, and e… moltbot
llama-factory Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8… davila7
llama-factory Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8… zechenzhangAGI
llava Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversati… davila7
llava Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversati… zechenzhangAGI
manage-liquidity Add liquidity, remove liquidity, or collect fees on Uniswap V2/V3/V4 pools. Handles the full flow… moltbot
marketing-demand-acquisition Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs … moltbot
marketing-mode Marketing Mode combines 23 comprehensive marketing skills covering strategy, psychology, content,… moltbot
meal-planner-jp Japanese meal planning with nutrition balance, seasonal ingredients, and budget optimization. moltbot
mistral_ai-automation Automate Mistral AI tasks via Rube MCP (Composio): completions, embeddings, fine-tuning, and mode… ComposioHQ
ml-paper-writing Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting … davila7
ml-paper-writing Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting … zechenzhangAGI
model-switcher Automatically switch between fast (haiku) and powerful (sonnet) models based on task complexity. … moltbot
modelry-automation Automate Modelry tasks via Rube MCP (Composio). Always search tools first for current schemas. ComposioHQ
nate-jones-second-brain Set up and operate a personal knowledge system using Supabase (pgvector) and OpenRouter. Five str… moltbot
onboarding-cro When the user wants to optimize post-signup onboarding, user activation, first-run experience, or… davila7
onboarding-cro When the user wants to optimize post-signup onboarding, user activation, first-run experience, or… moltbot
openclaw-token-optimizer Optimize OpenClaw token usage and cost by auditing context injection, trimming workspace files (A… moltbot
openrouter-context-optimization Optimize context window usage and token efficiency. Use when managing costs or hitting context li… jeremylongshore
openrouter-context-optimization Optimize context window usage and token efficiency. Use when managing costs or hitting context li… jeremylongshore
para-second-brain Organize your agent’s knowledge using PARA (Projects, Areas, Resources, Archive) — then make it A… moltbot
personal-finance-beancount Professional personal finance advisor specializing in plain-text accounting with Beancount and Fa… moltbot
Product Build, visualize, and launch products with strategy frameworks, AI imagery tools, and marketplace… moltbot
product-hunt-launch Product Hunt launch optimization with specific specs, timing, and gallery strategy. Covers taglin… moltbot
progressive-loading Context-aware progressive module loading with hub-and-spoke pattern for token optimization. prog… athola
prompt-engineering Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use whe… davila7
prompt-engineering Master prompt engineering for AI models: LLMs, image generators, video models. Techniques: chain-… moltbot
prompt-engineering-expert Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI… moltbot
prompt-seller Create and sell AI prompts. ChatGPT, Midjourney, Stable Diffusion prompts. PromptBase, Gumroad ma… moltbot
qiskit IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Run… K-Dense-AI
QR Generate, customize, and deploy QR codes with proper sizing, error correction, and use-case optim… moltbot
quality-manager-qms-iso13485 ISO 13485 Quality Management System specialist for medical device companies. Provides QMS impleme… davila7
rag-implementation Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrie… davila7
reddit-nlp-research-problems Discussion on important NLP research problems in academia and industry. Use when exploring curren… moltbot
referral-program When the user wants to create, optimize, or analyze a referral program, affiliate program, or wor… davila7
referral-program When the user wants to create, optimize, or analyze a referral program, affiliate program, or wor… moltbot
Resume Adapt, diagnose, and optimize resumes to land interviews with ATS optimization, job-specific tail… moltbot
resume-cog 7 seconds. That’s how long a recruiter spends on your resume. CellCog makes every second count — … moltbot
saas-worker Build and launch profitable SAAS products. Use for development, marketing, revenue optimization, … moltbot
schema-optimization-orchestrator Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase … jeremylongshore
schema-optimization-orchestrator Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase … jeremylongshore
SEM Search engine marketing strategy, keyword bidding, quality score optimization, and paid search ca… moltbot
sentry-rate-limits Manage Sentry rate limits and quota optimization. Use when hitting rate limits, optimizing event … jeremylongshore
sentry-rate-limits Manage Sentry rate limits and quota optimization. Use when hitting rate limits, optimizing event … jeremylongshore
SEO Optimizer Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and … davila7
seo-content-writer Use when the user asks to “write SEO content”, “create a blog post”, “write an article”, “content… moltbot
shed Context window hygiene for long-running LLM agents. Decision rules for when and how to compress, … moltbot
simla-com-automation Automate Simla Com tasks via Rube MCP (Composio). Always search tools first for current schemas. ComposioHQ
sovereign-seo-audit Comprehensive SEO auditor that analyzes technical SEO, on-page optimization, content quality, and… moltbot
statistical-analysis Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlati… davila7
swarm Cut your LLM costs by 200x. Offload parallel, batch, and research work to Gemini Flash workers in… moltbot
switchboard Cost-optimize AI agent operations by routing tasks to appropriate models based on complexity. Use… moltbot
taskmaster Project manager and task delegation system. Use when you need to break down complex work into sma… moltbot
tax-planning Plan and manage taxes effectively as a solopreneur to minimize liability and avoid penalties. Use… moltbot
template-seller Create and sell templates. Notion, Canva, Excel, Figma, Google Sheets. Marketplace optimization a… moltbot
Temu Shop smarter on Temu with price tracking, review analysis, scam detection, and shipping optimizat… moltbot
testosterone-optimization Optimize natural testosterone with sleep, exercise, nutrition, and lifestyle tracking moltbot
The Inner Light Quaker-grounded spiritual framework for AI agents seeking grounding beyond optimization moltbot
token-conservation Use this skill at the START of every session. This is MANDATORY for quota management. location: p… athola
tokenQrusher Token optimization system for OpenClaw reducing costs 50-80% moltbot
trail-nav-telegram Offline-capable hiking route guidance via Telegram location messages (OpenClaw). Use when buildin… moltbot
Travel Planning Plan trips with itineraries, multi-city routing, budget optimization, family logistics, packing l… moltbot
travel-planner Plan complete day trips, walking tours, and multi-stop itineraries with time budgets using Camino… moltbot
twinmind-cost-tuning Optimize TwinMind costs across Free, Pro, and Enterprise tiers. Use when analyzing usage patterns… jeremylongshore
twinmind-cost-tuning Optimize TwinMind costs across Free, Pro, and Enterprise tiers. Use when analyzing usage patterns… jeremylongshore
Upwork Win freelance projects on Upwork with profile optimization, proposal writing, client communicatio… moltbot
us-credit-score-strategist US Credit Repair & Score Optimization Expert. Master FICO mechanics, credit utilization math, and… moltbot
web-search-plus Unified search skill with Intelligent Auto-Routing. Uses multi-signal analysis to automatically s… moltbot
WiFi Troubleshoot and secure wireless networks with channel optimization and diagnostics. moltbot
windsurf-cascade-context Manage Cascade context window and memory for complex projects. Activate when users mention “casca… jeremylongshore
windsurf-cascade-context Manage Cascade context window and memory for complex projects. Activate when users mention “casca… jeremylongshore
windsurf-code-completion Configure and optimize Supercomplete code suggestions. Activate when users mention “code completi… jeremylongshore
windsurf-code-completion Configure and optimize Supercomplete code suggestions. Activate when users mention “code completi… jeremylongshore
windsurf-license-management Manage Windsurf licenses and seat allocation. Activate when users mention “license management”, “… jeremylongshore
windsurf-license-management Manage Windsurf licenses and seat allocation. Activate when users mention “license management”, “… jeremylongshore
yt-packaging Create optimized YouTube titles and thumbnail concepts for maximum CTR. Use this skill whenever t… jeremylongshore
yt-packaging Create optimized YouTube titles and thumbnail concepts for maximum CTR. Use this skill whenever t… jeremylongshore
zyfai Earn yield on any Ethereum wallet on Base, Arbitrum, and Plasma. Use when a user wants passive De… moltbot

Model Evaluation

30 skills

Skill Description Author
afrexai-career-accelerator Complete career acceleration system — from self-assessment to offer negotiation. Covers career st… moltbot
Agent Self-Assessment Security self-assessment tool for AI agents. Run this against your own configuration to get a str… moltbot
backtest-expert Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, s… moltbot
business-model-canvas Build, fill, stress-test, and iterate on a Business Model Canvas for a solopreneur. Use when desi… moltbot
business-plan Write, structure, and update a business plan for a solopreneur. Use when creating a plan from scr… moltbot
diataxis-writing Diataxis documentation framework practice guide. Provides diagnosis, classification, templates, a… moltbot
fearbot CBT-based therapy for anxiety, depression, stress, and trauma. Provides structured cognitive beha… moltbot
heartbeat-scanner Validate your agent nature through SHACL-based heartbeat analysis. Are you an Agent, Human, Cron… moltbot
hype-scanner Real-time crypto and stock hype detection using Reddit, CoinGecko, DEXScreener, and StockTwits. A… moltbot
Inventory & Supply Chain Manager Complete inventory management, demand forecasting, supplier evaluation, and supply chain optimiza… moltbot
mbb-strategist High-level business strategy frameworks based on McKinsey, BCG, Bain, and Deloitte methodologies…. moltbot
mdr-745-specialist EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. P… davila7
mdr-745-specialist EU MDR 2017/745 compliance specialist for medical device classification, technical documentation,… moltbot
mlops-validation-cn Rigorous validation with typing, linting, testing, and security moltbot
openclaw-config Edit and validate OpenClaw Gateway config (openclaw.json / JSON5). Use when adding/changing confi… moltbot
openrouter-model-routing Implement advanced model routing with A/B testing. Use when optimizing model selection or running… jeremylongshore
openrouter-model-routing Implement advanced model routing with A/B testing. Use when optimizing model selection or running… jeremylongshore
optimizing-defi-yields Find and compare DeFi yield opportunities across protocols with APY calculations, risk assessment… jeremylongshore
optimizing-defi-yields Find and compare DeFi yield opportunities across protocols with APY calculations, risk assessment… jeremylongshore
project-management-skills A governed project management OS for OpenClaw that routes user project work through an orchestrat… moltbot
prompt-optimizer Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks … moltbot
prompt-rewriter Advanced prompt rewriting and optimization service. Analyzes prompts for clarity, specificity, st… moltbot
qa-test-planner Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for… davila7
safety-checks Verify before you trust — model pinning, fallbacks, and runtime safety validation moltbot
senior-security Security engineering toolkit for threat modeling, vulnerability analysis, secure architecture, an… moltbot
statsmodels Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnosti… davila7
tax-professional Comprehensive US tax advisor, deduction optimizer, and expense tracker. Covers all employment typ… moltbot
torch-geometric Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, het… K-Dense-AI
torch-geometric Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, het… davila7
workflow-improvement Retrospective workflow evaluation and improvement of skills, agents, commands, and hooks. workfl… athola

Model Deployment

21 skills

Skill Description Author
ai-avatar-video Create AI avatar and talking head videos with OmniHuman, Fabric, PixVerse via inference.sh CLI. M… moltbot
ai-music-generation Generate AI music and songs with Diffrythm, Tencent Song Generation via inference.sh CLI. Models:… moltbot
astrai-inference-router Route all LLM calls through Astrai for 40%+ cost savings with intelligent routing and privacy con… moltbot
awq-quantization Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accura… davila7
awq-quantization Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accura… zechenzhangAGI
babel-epistemic Prevents metacognitive poisoning in multi-agent handoffs. Install when your agent hands off work … moltbot
background-removal Remove backgrounds from images with BiRefNet via inference.sh CLI. Model: BiRefNet (high accuracy… moltbot
Env Typegen - TypeScript Types from .env Generate TypeScript types from .env files with smart inference. Type-safe environment variables. … moltbot
gep-immune-auditor Security audit agent for GEP/EvoMap ecosystem. Scans Gene/Capsule assets using immune-system-insp… moltbot
google-veo Generate videos with Google Veo models via inference.sh CLI. Models: Veo 3.1, Veo 3.1 Fast, Veo 3… moltbot
intelligent-router Intelligent model routing for sub-agent task delegation. Choose the optimal model based on task c… moltbot
nowait-reasoning-optimizer Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inf… davila7
pymc-bayesian-modeling Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/W… K-Dense-AI
pymc-bayesian-modeling Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/W… davila7
rei Set up Rei Qwen3 Coder as a model provider. Use when configuring coder.reilabs.org, adding Rei to… moltbot
related-skill Discover and install related skills from inference.sh skill registry. Helps find complementary sk… moltbot
Replicate Automation Automate Replicate AI model operations – run predictions, upload files, inspect model schemas, l… ComposioHQ
speech-to-text Transcribe audio to text with Whisper models via inference.sh CLI. Models: Fast Whisper Large V3,… moltbot
TypeScript Write type-safe TypeScript with proper narrowing, inference patterns, and strict mode best practi… moltbot
volcengine-ai-misc-model-discovery Discover and route Volcengine AI model capabilities. Use when users ask which model to use, need … moltbot
windfall-inference Spatially-routed LLM inference at $0.004/req. Routes to cheapest, greenest energy. 200+ models. O… moltbot

Feature Engineering

17 skills

Skill Description Author
ai-image-generation Generate AI images with FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. M… moltbot
ai-video-generation Generate AI videos with Google Veo, Seedance, Wan, Grok and 40+ models via inference.sh CLI. Mode… moltbot
klingai-model-catalog Build explore Kling AI models and their capabilities for video generation. Use when selecting mod… jeremylongshore
klingai-model-catalog Build explore Kling AI models and their capabilities for video generation. Use when selecting mod… jeremylongshore
klingai-video-extension Execute extend video duration using Kling AI continuation features. Use when creating longer vide… jeremylongshore
klingai-video-extension Execute extend video duration using Kling AI continuation features. Use when creating longer vide… jeremylongshore
mole-mac-cleanup Mac cleanup & optimization tool combining CleanMyMac, AppCleaner, DaisyDisk features. Deep cleani… moltbot
odoo Full-featured Odoo 19 ERP connector for OpenClaw - Sales, CRM, Purchase, Inventory, Projects, HR,… moltbot
oh-my-opencode Multi-agent orchestration plugin for OpenCode. Use when the user wants to install, configure, or … moltbot
product-analysis Multi-path parallel product analysis with cross-model test-time compute scaling. Spawns parallel … daymade
rails-expert Use when building Rails 7+ web applications with Hotwire, real-time features, or background job p… Jeffallan
speechall-cli Install and use the speechall CLI tool for speech-to-text transcription. Use when the user wants … moltbot
token-manager Universal LLM Token Manager - Monitor usage and provide cost-saving recommendations for Kimi, Ope… moltbot
token-saver Reduce OpenClaw AI costs with model-aware optimization. Features dynamic compaction presets based… moltbot
upgrade-openclaw Upgrade OpenClaw and discover new features, hooks, and config improvements. Use when: user expli… moltbot
windsurf-keyboard-shortcuts Configure custom keyboard shortcuts for Cascade and AI features. Activate when users mention “key… jeremylongshore
windsurf-keyboard-shortcuts Configure custom keyboard shortcuts for Cascade and AI features. Activate when users mention “key… jeremylongshore

← Back to Main README