Use this skill when building custom headless storefronts that call Salesforce Commerce API (SCAPI) — including Shopper API authentication with SLAS OAuth2 JWT tokens, integrating Commerce SDK React hooks, wiring Shopper Basket/Checkout APIs, and handling SCAPI-specific load-shedding and caching behavior. NOT for standard LWR storefront configuration, declarative Experience Builder layouts, legacy OCAPI integrations, or architecture-level headless decisions — use admin/headless-commerce-architecture for pattern selection.

Use this skill when extending Health Cloud via Apex: implementing HealthCloudGA managed-package interfaces, automating care plan lifecycle hooks, processing referrals using Industries Common Components invocable actions, or enforcing HIPAA-compliant logging governance for clinical Apex code. Trigger keywords: CarePlanProcessorCallback, HealthCloudGA namespace, ReferralRequest, ReferralResponse, care plan invocable actions, clinical Apex extension, Health Cloud Apex API. NOT for standard Apex triggers or generic Apex development unrelated to Health Cloud managed-package extension points.

Use this skill when working with Health Cloud APIs: querying healthcare-specific SObjects (CarePlan, ClinicalEncounter, HealthCondition) via standard SObject API, using the FHIR R4-aligned Healthcare API, handling FHIR bundle limits, and understanding API authentication differences between the two layers. NOT for generic REST API development or standard Salesforce SObject API patterns unrelated to Health Cloud clinical objects.

Use this skill when integrating with the Account Engagement (Pardot) REST API v5 to create, read, update, or query Prospects, Visitors, Visitor Activities, or Form Handlers programmatically. Trigger keywords: Pardot API, Account Engagement API, prospect sync, visitor tracking API, form handler integration, MCAE REST API. NOT for Marketing Cloud API (Email Studio, Journey Builder REST), NOT for standard Salesforce CRM REST API, NOT for MCAE setup or business unit provisioning.

Use when encountering or preventing MIXED_DML_OPERATION errors caused by DML on setup objects (User, UserRole, PermissionSet, Group, GroupMember) in the same transaction as non-setup objects. Triggers: 'MIXED_DML_OPERATION', 'setup object DML error', 'cannot insert User and Account together', 'System.runAs mixed DML', '@future setup object workaround'. NOT for general async Apex patterns — see async-apex. NOT for test data factory structure — see test-data-factory-patterns.

Use when extending the NPSP Trigger-Driven Trigger Management (TDTM) framework with custom Apex handler classes — covering class authorship, DmlWrapper return patterns, Trigger_Handler__c registration, load order, recursion guards, and test isolation. NOT for standard Apex triggers outside of NPSP, general trigger-handler framework design, or Nonprofit Cloud (NPC) which replaced NPSP in new orgs.

Use this skill to implement Apex-driven custom routing logic for Omni-Channel work items using PendingServiceRouting and SkillRequirement objects. Trigger keywords: PendingServiceRouting, SkillRequirement, IsReadyForRouting, skills-based routing, custom routing Apex. NOT for declarative Omni-Channel queue-based routing setup, routing configurations in Setup UI, or Einstein Classification routing rules.

Use when debugging or preventing recursive Apex trigger behavior, especially around self-DML, static guard flaws, Set<Id>-based deduplication, and legitimate re-entry scenarios. Triggers: 'trigger recursion', 'static boolean guard', 'recursive update', 'self DML', 'trigger firing multiple times'. NOT for general trigger-framework structure unless recursion is the actual design problem.

Use when enrolling records in Sales Engagement cadences from Apex, logging call outcomes on cadence steps, customizing cadence step actions via Apex, or consuming cadence lifecycle events through Change Data Capture. Triggers: 'enroll lead in cadence', 'assignTargetToSalesCadence', 'ActionCadenceTracker', 'log call result cadence', 'Sales Engagement Apex'. NOT for building or administering cadence structures (steps, branches, variants) — cadence content must be authored in the Cadence Builder UI and cannot be created or mutated via API.

Use this skill when integrating with Salesforce Service Cloud REST APIs — specifically the Knowledge REST API (/knowledgeManagement/ for authoring, /support/knowledgeWithSEO/ for guest retrieval) and the Messaging for In-App and Web (MIAW) Enhanced Chat API. Trigger keywords: Knowledge article retrieval, data category filtering, URL-name lookup, Enhanced Chat API, legacy Chat REST API migration. NOT for generic REST API callouts from Apex (use apex__http-callouts), NOT for Salesforce REST API CRUD on standard objects, NOT for Einstein Bot configuration.

Use when designing or building reusable Apex test data factories: @IsTest utility classes, SObject hierarchy construction, bulk data generation, portal user factories with System.runAs(), and @testSetup methods. NOT for test class structure and assertions (use apex/test-class-standards) or for loading data into sandboxes (use devops/data-seeding-for-testing).

Use this skill when designing or evaluating the holistic Salesforce AI platform strategy: model tier selection (Salesforce Default vs BYOLLM vs zero-data-retention partner models), Trust Layer design decisions at the architecture level, and multi-agent Supervisor/Specialist orchestration topology. Trigger keywords: AI platform strategy, model selection strategy, Supervisor agent topology, multi-agent orchestration, Einstein LLM gateway, BYOLLM architecture, trust layer design, agentic platform design, model tier decision. NOT for individual agent action development, Trust Layer feature configuration steps, RAG grounding mechanics, or BYOLLM registration procedures (see agentforce/einstein-trust-layer, agentforce/rag-patterns-in-salesforce, agentforce/model-builder-and-byollm for those).

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Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.

自動去重、整理記憶檔案，模擬 Claude Code 的 Auto Dream 機制。

Guide users through writing a systematic literature review (SLR) following the PRISMA 2020 framework. Use this skill whenever the user mentions 'systematic review', 'systematic literature review', 'SLR', 'PRISMA', 'PRISMA 2020', 'PRISMA flow diagram', 'PRISMA checklist', or asks for help writing, structuring, or auditing a literature review that follows reporting guidelines. Also trigger when the user asks about inclusion/exclusion criteria for a review, search strategies for databases like Scopus/WoS/PubMed, study selection processes, risk of bias assessment, or narrative synthesis for a review paper. This skill covers the full PRISMA 2020 checklist (27 items), produces a Word document manuscript in strict journal article format, generates an annotated PRISMA flow diagram, and enforces APA 7th Edition referencing throughout. It does NOT cover meta-analysis or statistical pooling. By Chuah Kee Man.

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Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Generates .excalidraw files and exports to PNG/SVG via Kroki API or locally using excalidraw-brute-export-cli.

Fully local free text-to-image skill for OpenClaw and general assets. Generates SVG from prompt, then converts SVG to PNG with local tools only (no online API calls).

Build a living AI model of your crush from chat logs, photos, and social media. Runs Bayesian memory tagging, attachment-style diagnosis, and generates a personalized Skill that talks like them. | 把你的 crush 蒸馏成 AI Skill，导入聊天记录，运行贝叶斯信号分析，诊断依恋类型，并模拟对话演习。

This skill activates for web scraping and Actor development. It proactively discovers APIs via traffic interception, recommends optimal strategy (traffic interception/sitemap/API/DOM scraping/hybrid), and implements iteratively. For production, it guides TypeScript Actor creation via Apify CLI.

Create, edit, export, and review draw.io diagrams. Use for native .drawio XML generation, PNG/SVG/PDF export, SVG overlap, border-overlap, label-intrusion, label-rect, short-terminal, and text-overflow linting, layout adjustment, and AWS icon usage.

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Dating wingman and texting coach. Use when the user asks for reply suggestions, message rewrites, DMs/openers, chat analysis, relationship health analysis, or date ideas, and when they provide chat screenshots to extract and structure before coaching. Prioritize context-first coaching, a concise case file, and 2-4 clarifying questions when information is missing. Reply in the user's language.

Generate a clickable `things:///json` URL that imports tasks directly into Things 3 on macOS/iOS.

memwal

Karpathy's LLM Wiki pattern, built for Claude Code. Long-term memory for Claude via Obsidian: captures URLs, PDFs, GitHub, YouTube and compiles them into a structured Obsidian vault with citations that grows smarter every session. Second brain, zettelkasten, and autonomous research assistant in one. Keywords: llm-wiki, obsidian-plugin, knowledge-base, compounding-knowledge, claude-code, pkm, llm-memory.

Use when the user asks for a CRAP report, cyclomatic complexity analysis, or code quality metrics on a Clojure project

Universal techniques for crafting effective prompts across any LLM.

<!-- NavAIgate NotebookLM Skill — navaigate.dev -->

Create a SOLIDWORKS (CAD) desktop add-in using the SOLIDWORKS API SDK templates or by implementing ISwAddin/SwAddin manually; includes COM/registry registration, ConnectToSW/DisconnectFromSW lifecycle, CommandManager UI, callbacks, icons, and toolbar considerations.

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Adapt and debug existing or new models for vLLM on Ascend NPU. Implement in /vllm-workspace/vllm and /vllm-workspace/vllm-ascend, validate via direct vllm serve from /workspace, and deliver one signed commit in the current repo.

Export validated PSV samples to SQL/JSON for database import

Configures Laravel Nightwatch data collection, sampling rates, filtering rules, and redaction policies. Use when setting up Nightwatch, managing data volume, protecting sensitive data (PII), or optimizing event collection for production workloads.

Analyze writing samples to create a comprehensive voice DNA profile. Use when the user wants to capture their unique writing voice, needs to create a voice profile for AI content, or is setting up a new writing system.

Use when developing applications or components using TypeScript, ensuring type safety and leveraging TypeScript features.

Build Keynote-style single-file HTML slide decks with brand-ready templates, minimal navigation, and Gemini nano banana media generation. Includes Narrative Engine integration for framework-driven deck creation with 17 proven storytelling structures and 5-agent review panel. Use when creating or editing slide decks, transforming content into presentations, or generating slide visuals.

Generate OrcaFlex models from templates using component assembly with

Order imports by: built-in modules, external packages, internal modules, relative imports Use when maintaining consistent code style. Style category skill.

Detects performance bottlenecks in Godot projects including expensive _process functions, get_node() calls in loops, instantiations in _process, and provides optimization suggestions with Godot profiler integration

'Guidez la création de contenu de modèle de cas d’utilisation pour le référentiel de plans directeurs Adobe Experience Platform. Utilisez cette compétence lors de l’ajout d’un nouveau modèle de cas d’utilisation, de la création de contenu de guide d’implémentation ou lorsque l’utilisateur mentionne l’ajout de modèles au site de plans directeurs. Gère l’ensemble du workflow : collecte des informations de modèle, génération du fichier Markdown avec la structure de modèle appropriée et mise à jour de toutes les pages de référence croisée (TOC.md, overview.md).'

Senior PHP Laravel code reviewer. Use when reviewing pull requests, examining code changes vs master branch, or when the user asks for a code review. Read-only review — never modifies code.

Advanced GitHub CLI workflows for PR review, CI/CD debugging, Actions management, API queries, and code search. Use when the user needs to review PRs, debug failing checks, manage workflows, search across repos, or make complex gh API calls. Not needed for basic gh commands the agent already knows.

Fan-out search across all memory sources when context is unclear or vaguely referenced. Triggers on: 'from earlier', 'remember when', 'what we discussed', 'that thing with', 'the conversation about', 'did we ever', 'what happened with', 'you mentioned', 'we talked about', 'earlier today', 'last session', 'the other day', or any vague reference to past context that needs resolution before the agent can act.

Comprehensive code review workflow coordinating quality, security, performance, and documentation reviewers. 4-hour timeline for thorough multi-agent review.

Add a new property to the AI agents database. Use when the user wants to add, create, or introduce a new column, property, field, or feature to track across all agents in the comparison matrix. Handles all four required steps - database updates, groups.json, table display, and GitHub issue templates.