Combining IoT sensor data using algorithms like Kalman filters for improved accuracy and reliability
Apply P8 Narrative Framing to structure information as causal stories with conflict, choice, and consequence.
Translate text using free LibreTranslate API. Use when: (1) Translating content between languages, (2) Creating multilingual documentation, (3) Processing international data, or…
Generate AI images from text prompts. Supports Google Gemini (free) and Pollinations.ai (free). Use when generating images, creating visuals, AI art, text-to-image, image…
Functional mythological compression for OCTAVE documents. Semantic shorthand for LLM audiences, not prose decoration.
Automatically detect source types and build AI skills using Skill Seekers. Use when the user wants to create skills from documentation, repos, PDFs, videos, or other know — from…
Guide complet pour la rédaction de politiques de confidentialité conformes au RGPD. Contient les recommandations CNIL 2020, un template de référence et les bonnes pratiqu — from…
Use when a contributor wants to move beyond simple bug fixes into architectural improvements, technical debt discovery, design proposals, or module ownership opportunities.
Predict project completion dates using ML models. Forecast schedule delays based on current progress, historical patterns, and risk factors.
Find the best backend architecture, database design, and API patterns using deep research. Use when user asks "best database for...", "optimize API", "backend architectur — from…
Expert business analyst specializing in requirements gathering, process improvement, and data-driven decision making.
Kindle/note/YouTube/SNSからLINE→VSLへ誘導する統合ファネル構築スキル。 Use when: (1) user says「ファネル構築」「導線設計」「リード獲得フロー」, (2) user wants end-to-end marketing funnel, (3) user…
Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW) — from…
Perform breadth-first hypothesis surfacing and prioritization across all ownership zones, without commitment. This is not diagnosis and not investigation.
Autonomous penetration testing coordinator using ReAct methodology. Automatically activates when user provides a target IP or asks to start penetration testing.
Add human oversight to LangChain agents using HITL middleware - includes interrupts, approval workflows, edit/reject decisions, and checkpoints
(ePost) Use when facing a complex problem that needs step-by-step breakdown, branching analysis, or iterative reasoning
Provides Amazon Bedrock patterns using AWS SDK for Java 2.x. Use when working with foundation models (listing, invoking), text generation, image generation, embeddings, streaming…
Remove batch effects from RNA-seq data using ComBat, ComBat-Seq, limma removeBatchEffect, and SVA for unknown batch variables.
Surface and validate assumptions before committing to action. Pop up, look around, report what's real and what's assumed, then persist the validated ground for future sessions.
Auto router patterns for this project. Intelligent model selection via task classification, cost tier diversity, high-stakes override, weighted tier selection.
Reference catalog for all running coach AI skills, shared TypeScript contracts, safety guardrails, and telemetry conventions.
Research best practices via MCP Ref/Context7/WebSearch and create documentation (guide/manual/ADR/research). Single research, multiple output types.
Generate lint-staged configuration for running linters on staged Git files. Triggers on "create lint-staged config", "generate lint staged", "lint-staged setup", "staged — from…
Generate or convert Claude Code prompt files — command orchestrators, skill files, agent role definitions, or style conversion of existing files.
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological — from…
Sets up complete internationalization infrastructure for React, Vue, Next.js, or vanilla JS with framework config, translation files, and language switching.
Defines operational modes for agent work - planning (read-only analysis), editing (full write access), and interactive (guided development).
Manage Rust and Node.js dependencies including adding, updating, auditing, and resolving conflicts. Use when updating dependencies or resolving version conflicts.
Vite build tool configuration, plugin API, SSR, and Vite 8 Rolldown migration. Use when working with Vite projects, vite.config.ts, Vite plugins, or building libraries/SSR apps…
Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and publication figu — from…
نظام تخطيط الملفات بنمط Manus لتنظيم وتتبع تقدم المهام المعقدة. ينشئ ملفات task_plan.md و findings.md و progress.md.
Goal-Oriented Action Planning (GOAP) specialist that dynamically creates intelligent plans to achieve complex objectives.
Calculate APACHE III (Acute Physiology Score III) for ICU patients in MIMIC-IV. Use for mortality prediction, severity stratification, case-mix adjustment, or risk-adjust — from…
Invoke DEVCOM_RESEARCH for deep research, cross-disciplinary analysis, and novel problem solving. Use when exploring cutting-edge concepts or investigating patterns that — from…
Framework for self-sustaining AI agent teams with self-service work queues, role ownership, continuous discovery, and proactive operation via heartbeat loops.
Generate .NET service with interface, implementation, and DI registration
Create Module Dependency architecture diagram showing package coupling, layering, and fan-in/fan-out.
Quantify transcript expression using pseudo-alignment with Salmon or kallisto. Use when quantifying transcripts with Salmon or kallisto. — from majiayu000/claude-skill-registry
Use when creating expert agents. Generates agent.md with frontmatter, hooks, required sections, and skill references.
Generate and interpret CE alternative and counterfactual explanations, including ensured filters and alternatives-specific plot workflows.
Research voids (cognitive gaps, unchartable territories). Daily. Outputs research notes for voids articles.
Expert task distributor specializing in intelligent work allocation, load balancing, and queue management.
Comprehensive post-build verification of Shannon Framework's application outputs using three-layer methodology: Flow Verification (execution trace analysis), Artifact Ver — from…
Run a political science pre-submission audit with journal-aware personas, stage-aware standards, and evidence-grounded issue reporting. — from majiayu000/claude-skill-registry
Transcribe audio and video files to text using OpenAI Whisper. Use when: converting podcasts to blog posts; creating video subtitles; extracting quotes from interviews; r — from…
When reviewing, optimizing, or inheriting an LLM agent, systematically identify what's actually load-bearing vs. cruft.
Automated report generator for daily, weekly, and monthly performance summaries. Creates markdown reports with trading performance, defensive wins, agent accuracy, and…
Generate EVM control wallets offline, create session keypairs, get wallet info — first step for users without wallets
Answer a question with facts only. No changes, no suggestions, no opinions. Brief and precise. Usage: /dev-ask <question>
Use when creating new skills, editing existing skills, or verifying skills work before deployment — from majiayu000/claude-skill-registry
Scan all artifacts for confidence metadata and report staleness using pure derived scoring.
Challenge idea assumptions with skeptical VC-style evaluation. Use when user requests critique, validation, or 'is this a good idea' assessment.
Эксперт анализа распределений. Используй для statistical distributions, data analysis и hypothesis testing. — from majiayu000/claude-skill-registry
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and infer — from…
Enhanced docs unified with AI-powered features. Enhanced with Context7 MCP for up-to-date documentation.
AI-powered web research assistant that leverages BrowserAct API to supplement restricted web access by searching the internet for additional information.
Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources. — from majiayu000/claude-skill-registry
Audio analysis with Tone.js and Web Audio API including FFT, frequency data extraction, amplitude measurement, and waveform analysis.
Analyze weather impact on construction schedule. Predict delays and adjust activities based on forecast.