System architecture skill for designing scalable, maintainable software systems. Covers microservices/monolith decisions, API design, DB selection, caching, security, and scalability planning.
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。
詳しく見る →System architecture skill for designing scalable, maintainable software systems. Covers microservices/monolith decisions, API design, DB selection, caching, security, and scalability planning.
Operational tips and best practices for working with Microsoft Fabric Data Factory MCP tools. Use when executing queries, troubleshooting timeouts, creating dataflows end-to-end, or working with large datasets via the DataFactory.MCP tools.
Connect, configure, and manage messaging channels (Slack, Discord, Telegram, WhatsApp, Signal, iMessage, Google Chat, MS Teams) for WinClaw/WinClaw. Use when user asks to add, remove, enable, disable, or configure any messaging service integration, set up bot tokens, manage channel allowlists, DM/group policies, or troubleshoot channel connections.
Create, configure, and manage AI agents in WinClaw/WinClaw. Use when the user asks to add a new agent, change agent model, set agent workspace, configure agent identity/personality, manage agent bindings to channels, set thinking level, timeout, concurrency, context management, heartbeat schedule, or any agent-related settings.
GORM 是 Go 语言最流行的 ORM 库，提供完整的数据库操作功能。
Query and explore SAP OData endpoints with secure logging and configurable output. Use this skill when the user needs to fetch data from SAP systems, explore SAP entity structures, or query SAP business objects like BusinessPartner, SalesOrder, Product, etc.
Active Security Enforcement. Scans code for vulnerabilities (SAST), secrets (Gitleaks), and insecure dependencies (SCA) before commit/deployment.
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Identify automation opportunities and design workflows for Zapier, Make, n8n, or custom scripts.
> 本文件面向 AI 编码 Agent，介绍 Mutsumi 项目的架构设计理念和开发原则。
Triage incoming support tickets by categorizing issues, assigning priority (P1-P4), and recommending routing. Use when a new ticket or customer issue comes in, when assessing severity, or when deciding which team should handle an issue.
Monitor SSL certificate health, expiration dates, and domain status for agent-operated websites and APIs. Prevent certificate expiration outages with proactive monitoring and alerts.
Automated backup creation, encryption, rotation, and restoration for AI agents. Protect critical data, configurations, and wallet files with enterprise-grade backup strategies.
Intelligent API rate limiting and request throttling for AI agents. Prevents 429 errors, manages request queues, and handles backoff strategies automatically.
**Robust error recovery with exponential backoff, jitter, and failure handling**
Track post-launch metrics for tokens deployed via Agent Launchpad (or any Base token).
Fetch real-time crypto prices, 24h changes, market cap, and volume from CoinGecko's free API. Zero dependencies — native Node.js fetch only.
Corrects the 13 most common API design mistakes agents make — grounded in Geewax, Amundsen, Ousterhout, Kleppmann, and Gough/Bryant
Encrypted secrets vault for AI coding agents. Store API keys, passwords, and tokens with `age` (public-key encryption) and `sops` (encrypted YAML secrets files). Never plaintext.
Comprehensive Meitu AI toolkit for image and video editing. Features include AI poster design, precise background cutout, virtual try-on, e-commerce product swap, image upscaling and restoration, ID photo generation, smart object removal, portrait beauty enhancement, and motion-transfer dance videos. The ultimate creative assistant.
Root navigation for the Edgion knowledge base. Read this first, then drill into the relevant subtree.
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> OpenAI Codex CLI agent definition for the amphunt threat hunting framework.
Use this skill when configuring or troubleshooting Lead or Case assignment rules in Salesforce: creating rule entries, setting filter criteria, assigning records to users or queues, understanding when rules run, and implementing round-robin patterns with Apex. Trigger keywords: lead assignment, case assignment, assignment rule, queue assignment, auto-assign. NOT for approval process routing (use approval-processes). NOT for Omni-Channel routing or Skills-Based Routing (those are separate routing engines). NOT for Flow-triggered field updates unrelated to ownership.
Use when creating a new custom field on any Salesforce object: choosing field type, setting API name, configuring Field-Level Security, adding to page layouts, and deploying. Triggers: 'add a field', 'new custom field', 'what field type should I use', 'FLS not working', 'field not showing on page layout'. NOT for formula field logic (use formula-fields skill), picklist value set management (use picklist-and-value-sets skill), or object creation decisions (use object-creation-and-design skill).
Use when managing Connected Apps for integration purposes — configuring OAuth policies, IP restrictions, refresh token expiry, and monitoring connected app usage. NOT for OAuth flows implementation (use oauth-flows-and-connected-apps).
Use when creating a new Salesforce custom object: naming the object and setting its API name, selecting optional features (Activities, Chatter, History Tracking), choosing an org-wide default sharing model, and creating a tab. Triggers: 'create a custom object', 'new custom object setup', 'what sharing model should I choose', 'how do I create a tab for my object', 'object features like activities and history tracking'. NOT for custom field design on the object (use custom-field-creation), sharing rule or role hierarchy configuration (use sharing-and-visibility), or object relationship design decisions (use data-model-design-patterns).
Use when picklist data quality has degraded: unrestricted picklists accepting garbage API values, dependent picklist relationships bypassed by integrations, record type picklist value mappings drifting out of sync, or orphaned values appearing in reports. NOT for initial picklist creation or Global Value Set design (use picklist-and-value-sets), NOT for record type configuration itself (use record-types-and-page-layouts).
Usage-based pricing in Revenue Cloud: metered billing, usage records, rating, tiering, consumption schedules. NOT for CPQ flat-rate discounts (use revenue-cloud-cpq-setup). NOT for legacy Salesforce Billing-only implementations (use revenue-cloud-legacy-billing).
Redact PII before it reaches Agentforce prompts, models, and logs. Trigger keywords: agentforce pii, pii redaction, data masking llm, einstein trust layer, prompt pii filter, audit pii leakage. Does NOT cover: Shield Platform Encryption at-rest (separate skill), GDPR data subject requests, or classic field-level security policy.
Use this skill when developing Data Cloud vector search capabilities: configuring search indexes, selecting chunking strategies (Easy Setup vs Advanced Setup), generating embeddings via the Salesforce-managed model, calling the Query API with a Data Cloud access token, and wiring retrieval to Agentforce grounding. NOT for Data Cloud admin, data model design, or standard CRM Connected App token management.
Use this skill when writing SOQL aggregate queries in Apex — GROUP BY, GROUP BY ROLLUP/CUBE, HAVING, COUNT/SUM/AVG/MIN/MAX, AggregateResult, and date grouping functions. Trigger keywords: soql aggregate groupby apex, count sum group by salesforce, aggregateresult get alias, having clause soql, rollup cube subtotals. NOT for relationship subqueries or inner queries (use apex-soql-relationship-queries), NOT for the Reporting API or Analytics Wave API.
Use when sending Custom Notifications (bell icon / mobile push) from Apex via `Messaging.CustomNotification`. Covers target resolution, Notification Type discovery, recipient limits, and async-safe sending. NOT for email (Messaging.SingleEmailMessage), Chatter @mentions, Flow-triggered notifications, or Mobile Publisher push.
Use when Apex must read, interpret, or deploy Custom Metadata Type configuration, or when deciding between Custom Metadata Types, Custom Settings, and Custom Labels. Triggers: 'Custom Metadata Type', '__mdt', 'getInstance', 'Apex Metadata API', 'protected custom metadata'. NOT for setup-only administration with no Apex behavior, packaging, or deployment concern.
Use this skill when integrating Salesforce or external systems with Marketing Cloud Engagement REST or SOAP APIs — including OAuth 2.0 authentication, journey injection via /interaction/v1/events, triggered sends, and Data Extension row operations. Trigger keywords: MC API, Marketing Cloud REST, journey injection, triggered send, fire entry event, DE row upsert, dataeventsasync, Installed Package API integration. NOT for Salesforce core REST/SOAP APIs, MCAE/Pardot APIs, or Marketing Cloud Connect (CRM connector sync).
Territory2 API in Apex: programmatic territory member management (UserTerritory2Association, ObjectTerritory2Association), bulk assignment DML, and SOAP-based rule evaluation. NOT for ETM admin setup, territory model design, declarative assignment rules, or Opportunity territory configuration (use admin/enterprise-territory-management).
PactGovernedAgent, @governed_tool decorator, middleware, and anti-self-modification defense
Find, transcribe, summarize, and organize all Apple Voice Memos into a searchable archive. Batch processes hundreds of recordings locally using whisper.cpp — no API keys needed.
ผู้จัดการร้านอาหาร — food cost (28-32%), labor (25-30%), menu engineering, inventory, staffing, ROI สาขา
นักอรรถบำบัด (Speech-Language Pathologist) — articulation, stuttering, language development, swallowing, session plan, parent coaching
AI bartender — cocktail recipe, mixology technique, bar setup, menu engineering, food pairing, responsible alcohol service
ที่ปรึกษาเจ้าของร้านอาหาร — menu engineering, pricing, food cost, labor cost, marketing playbook (LINE OA, FoodPanda, GrabFood)
Cross-cloud GPU provisioning, K8s cluster creation, and inference overflow. Get real-time pricing across 11+ cloud providers, provision the cheapest GPUs in seconds, spin up production K8s clusters, and burst to cloud when your local GPU maxes out. BYOAPI — your keys never leave your machine.
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> Validate arrays, tuples, records, maps, and sets with Zod's collection primitives
> Implement hashing, HMAC, signing, encryption, and key derivation with Node.js crypto
Bulk dismiss multiple GitHub notifications
Search GitHub issues and PRs assigned to you, needing triage, or matching custom queries
Fetch GitHub notifications using the gh CLI
Manage subscription for a GitHub notification thread