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Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
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FDA regulatory consultant for medical device companies. Provides 510(k)/PMA/De Novo pathway guidance, QSR (21 CFR 820) compliance, HIPAA assessments, and device cybersecurity. Use when user mentions FDA submission, 510(k), PMA, De Novo, QSR, premarket, predicate device, substantial equivalence, HIPAA medical device, or FDA cybersecurity.
Helm chart development agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw — chart scaffolding, values design, template patterns, dependency management, security hardening, and chart testing. Use when: user wants to create or improve Helm charts, design values.yaml files, implement template helpers, audit chart security (RBAC, network policies, pod security), manage subcharts, or run helm lint/test.
Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features. Use for Jira project setup, configuration, advanced search, dashboard creation, workflow design, and technical Jira operations.
EU MDR 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and post-market surveillance. Covers Annex VIII classification rules, Annex II/III technical files, Annex XIV clinical evaluation, and EUDAMED integration.
Analyzes and rewrites prompts for better AI output, creates reusable prompt templates for marketing use cases (ad copy, email campaigns, social media), and structures end-to-end AI content workflows. Use when the user wants to improve prompts for AI-assisted marketing, build prompt templates, or optimize AI content workflows. Also use when the user mentions 'prompt engineering,' 'improve my prompts,' 'AI writing quality,' 'prompt templates,' or 'AI content workflow.'
ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical device quality systems, preparing for ISO 13485 audits, managing regulatory compliance documentation, setting up corrective actions, or building audit preparation programs. Useful for quality management, audit preparation, regulatory compliance, medical device documentation, and corrective action workflows.
Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk.
Advanced Scrum Master skill for data-driven agile team analysis and coaching. Use when the user asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile team health. Runs Python scripts to analyse sprint JSON exports from Jira or similar tools: velocity_analyzer.py for Monte Carlo sprint forecasting, sprint_health_scorer.py for multi-dimension health scoring, and retrospective_analyzer.py for action-item and theme tracking. Produces confidence-interval forecasts, health grade reports, and improvement-velocity trends for high-performing Scrum teams.
Backend development patterns, API design, database optimization, and security practices.
World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests, Bonferroni correction), difference-in-differences, feature engineering pipelines (Scikit-learn, XGBoost), cross-validated model evaluation (AUC-ROC, AUC-PR, SHAP), and MLflow experiment tracking — using Python (NumPy, Pandas, Scikit-learn), R, and SQL. Use when designing or analysing controlled experiments, building and evaluating classification or regression models, performing causal analysis on observational data, engineering features for structured tabular datasets, or translating statistical findings into data-driven business decisions.
Test automation, coverage analysis, and quality assurance patterns for React and Next.js applications.
Skill Tester
Live-stream coding agent sessions to Discord. Zero AI tokens burned.
Facilitate the installation and management of VPS solutions using the Setup Automatik engine (powered by Orion Design). Use when the user wants to install, configure, or manage tools like Traefik, Portainer, Chatwoot, N8N, and other open-source applications on a Linux VPS.
AI-powered CV generator for job applications. Sets up automated job search with CareerForge CLI, manages master resume creation, configures filtering criteria (location, keywords, remote/in-person, schedule), and generates tailored CVs on demand. Use when user wants to automate job search, create/update a master resume, configure job filters, or generate CVs for specific job postings.
Accessibility Tester for AI Native Full-Stack Software Factory Layer 11 - specializes in WCAG 2.1 compliance testing, screen reader compatibility, keyboard navigation, color contrast, and ARIA validation. Ensures applications are accessible to all users.
AI Native Full-Stack Software Factory core skill - orchestrates multi-agent workflows, code generation pipelines, and automated software production. Use when building, refactoring, or scaling software systems with AI agents.
Trade crypto (Binance, Upbit, Hyperliquid, Lighter) and prediction markets (Polymarket). Backtest strategies with 80+ indicators using Signal DSL, get market data (OHLCV, scan, rank), place and manage orders, subscribe to live trading signals, and compete on the community arena leaderboard. Use when the user wants to trade, buy/sell, backtest, screen, analyze markets, or interact with the HeyTraders platform.
AI agent for call web search agent strategy tasks
AI agent for call web search agent tasks
AI agent for chief creative officer tasks
AI agent for divide agent tasks
Create and execute robust Reddit engagement workflows (create post, add comment, upvote) using browser accessibility-tree semantics instead of brittle DOM ids/CSS selectors. Use when asked to automate Reddit actions with high success rate across UI changes, A/B tests, and localization differences; especially when reliability and intent-based element targeting are required.
Web-first, publishable OpenClaw skill for OpenAI OAuth account switching. Use when you need a reusable public-track workflow for first-run takeover, environment discovery, doctor checks, runtime inspection, slot management, dry-run validation, controlled switch experiments, rollback planning, and release-safe packaging without bundling live auth snapshots, logs, callbacks, or other machine-specific runtime data.
The only agent framework that improves itself while you sleep. Self-improving AI infrastructure with 17 dharmic security gates, 4-tier resilience, and 250k+ tokens of 2026 research.
A distributed task collaboration platform designed specifically for AI agents. Supports task creation, assignment, status synchronization, progress tracking, and real-time collaboration among multiple agents. Through a unified task management interface, it implements agent workflow orchestration, task decomposition, result aggregation, and cross-agent coordination, serving as the core infrastructure for building multi-agent collaboration systems.
Analyze repo, detect stack, trace changes to user-facing entry points, generate E2E YAML test plan
Compare code implementations across multiple repositories using structured evaluation.
Reference documentation patterns for API and symbol documentation. Use when writing reference docs, API docs, parameter tables, or technical specifications. Triggers on reference docs, API reference, function reference, parameters table, symbol documentation.
Execute YAML test plan, stop on first failure, output rich debug prompt
Turn ideas into comprehensive project specs through collaborative dialogue. Use BEFORE any planning or implementation — for new projects, features, or significant changes. Produces a system-agnostic spec document that can feed into any agentic workflow.
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Campaign link builder and pre-launch validator for AI agents. Build UTM-tracked links, validate destinations, and inspect landing pages for social sharing readiness (OG tags, Twitter Cards, viewport, canonical, favicons). The mlz preflight command does everything in one call and returns a go/no-go report.
OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
Solve competitive programming problems on NCCUOJ (https://nccuoj.ebg.tw). Use when: solving OJ problems, reading problem statements, writing solutions in C/C++/Python, submitting code, checking submission results.
Build Application Document Package. Use when the user wants export files and a submission bundle from an existing library at the packaging stage, including “生成材料包”“导出资产总表和续办清单”“准备提交包”. Prefer caixu-skill when the user asks for the full end-to-end mainline or is unsure which stage to run. This skill loads the latest validated lifecycle result, a RuleProfileBundle, assets and parsed files, asks an agent to choose package contents, validates the decision, runs deterministic docgen exports, persists the package run with an audit sidecar, and prepares the final bundle for downstream use.
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Multi-cloud Terraform module management skills for GitHub Copilot - automate provider upgrades, testing, CI/CD, and releases across AWS, GCP, Azure, and DigitalOcean modules at scale
Backup and restore OpenClaw workspace state and agents across machines using git. Enables disaster recovery by syncing SOUL.md, MEMORY.md, memory files, cron jobs, agents (~/.openclaw/agents/), and configuration to a remote repository. Use when user wants to checkpoint their OpenClaw state, restore on a new machine, migrate between computers, or protect against data loss. Provides commands checkpoint (help overview), checkpoint-setup (interactive onboarding), checkpoint-backup, checkpoint-restore (with interactive checkpoint selection or --latest for most recent), checkpoint-schedule (auto-backup), checkpoint-stop, checkpoint-status, checkpoint-init, and checkpoint-reset. Supports multi-agent backup with flags --workspace-only, --agents-only, and --agent <name>. Automatically backs up cron jobs to memory/cron-jobs-backup.json on each checkpoint-backup.
Drive a zero-to-first-test-payment UPI onboarding workflow with explicit readiness checks: provider selection, sandbox setup, credentials, webhook validation, test matrix, go-live gates, and incident rollback planning. Use when preparing to launch UPI payments safely.
Capture screenshots of web pages running on local or remote servers using Puppeteer in headless Chromium. Use when user asks to screenshot web pages, capture web UI, take website screenshots, or document web application interfaces. Supports login-required SPAs (Vue/React/Angular) by performing form-based authentication before navigating. Generates screenshots and an optional result.json with per-page descriptions.
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Send emails using Resend API. Use when the user needs to send emails without configuring SMTP servers. Supports text and HTML emails, multiple recipients, CC/BCC, and bulk sending. Ideal for notifications, alerts, newsletters, and automated email workflows.
Xiaobai Workflow Enforcer - Mandatory workflows for AI Agents. Design before code. Test before implement. Verify before claim. Inspired by Superpowers (161K stars).
Create, inspect, update, enable, disable, rename, and delete Aqara Open API automations with a schema-first, cache-first generation workflow and explicit capability-escalation rules through the AQARA CLI. Supports AQARA_OPEN_API_TOKEN and AQARA_ENDPOINT_URL through environment variables or AQARA CLI config.
Transcribe audio files using Google's Gemini API or Vertex AI
Convert markdown files to clean, formatted PDFs using reportlab
This skill detects AI writing "tells", specific words, phrases, punctuation habits, and structural patterns that consistently appear in LLM-generated text, and rewrites them to sound like a human wrot
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