Use this skill when designing or implementing FSC-specific integration: core banking data sync, custodian feeds (Schwab/Fidelity), market data pipelines, or payment processing wired to FSC Financial objects. Triggers: syncing FinancialAccount or FinancialHolding records from a core banking system, integrating a custodian data feed into FSC Wealth Management, market data prices updating CurrentValue on FinancialHolding, payment transactions flowing into FSC from an external ledger. NOT for generic Salesforce integration, non-FSC object sync, or MuleSoft platform configuration unrelated to FSC financial objects.

Use when writing, reviewing, or troubleshooting Apex that risks hitting Salesforce governor limits. Triggers: 'too many SOQL queries', 'too many DML statements', 'CPU time limit', 'bulkification', 'Queueable vs Batch'. NOT for trigger architecture decisions unless the core problem is limit consumption.

Use when designing or reviewing Apex actions exposed to Flow or similar orchestration layers via `@InvocableMethod`, especially around wrapper DTOs, bulk-safe list contracts, and error behavior. Triggers: 'InvocableMethod', 'InvocableVariable', 'Flow Apex action', 'bulk-safe invocable', 'Apex action input/output'. NOT for general Flow design without a custom Apex action boundary.

Use when designing or reviewing multi-step Apex orchestration that spans multiple transactions, checkpoints state across async boundaries, or recovers from partial failure in a long-running workflow. Trigger keywords: 'multi-step Queueable chain', 'cross-transaction state', 'platform event state machine', 'Finalizer retry', 'orchestrate across transactions', 'workflow progress tracking'. NOT for single-job Queueable design (use apex-queueable-patterns), NOT for Flow Orchestration (use flow/orchestration-flows), NOT for bulk record processing where Batch Apex is the primary tool (use batch-apex-patterns).

Use when building or reviewing Apex triggers on the Opportunity object — stage-change detection, amount rollups to Account, OpportunityTeamMember sync, or OpportunitySplit calculations. Trigger keywords: stage change automation, opportunity rollup, team member sync, split percentage, Trigger.oldMap stage comparison. NOT for generic trigger framework structure (use apex/trigger-framework) and NOT for Flow-based opportunity automation (use admin/flow-for-admins).

Use when designing or reviewing Salesforce Platform Cache usage in Apex, including org cache versus session cache, cache-aside patterns, invalidation, and safe key design. Triggers: 'Platform Cache', 'Cache.Org', 'Cache.Session', 'cache-aside', 'cache invalidation'. NOT for durable configuration storage or for caching user-specific sensitive data.

Use when writing, reviewing, or troubleshooting Apex queries that may expose SOQL injection or CRUD/FLS issues. Triggers: 'Database.query', 'WITH USER_MODE', 'WITH SECURITY_ENFORCED', 'stripInaccessible', 'security review finding'. NOT for record-sharing design unless the main issue is Apex query security.

Use this skill when writing, debugging, or reviewing Server-Side JavaScript (SSJS) in Salesforce Marketing Cloud — Script Activities, Cloud Pages, and Landing Pages. Covers WSProxy for SOAP API access, Script.Util.HttpRequest for outbound REST calls, error handling patterns, execution limits, and SSJS/AMPscript interoperability. NOT for AMPscript-only personalization logic inside Email Studio sends, not for standard Apex (Salesforce Platform), and not for client-side JavaScript in Experience Cloud or LWC.

Use when writing, reviewing, or debugging Apex test classes, test data factories, async test behavior, negative-path assertions, or callout mocking. Triggers: 'SeeAllData', 'Test.startTest', 'HttpCalloutMock', 'test data factory', 'missing assertions'. NOT for LWC Jest tests or code-coverage-only conversations detached from test design.

Use when writing or reviewing Apex, SOQL, or Flow logic that involves Date or Datetime fields: scheduling jobs, comparing dates across timezones, displaying Datetime values to users, filtering records by date literals, or persisting Datetime from external systems. NOT for calendar UI component layout, time-zone configuration in org settings, or Salesforce Connect external object date mapping.

Use when writing, reviewing, or designing Apex triggers. Triggers: 'trigger', 'trigger handler', 'trigger framework', 'recursion', 'before insert', 'after update', 'one trigger per object'. NOT for Flow-based automation — use admin/flow-for-admins for declarative automation decisions.

Use this skill to design and review the architecture for integrating external AI agents (Claude, ChatGPT, LangChain, custom LLM pipelines) with a Salesforce org — covering integration pattern selection (MCP vs. REST vs. Platform Events), auth model design, data exposure scope, org governor limit planning, and Well-Architected tradeoffs. Trigger keywords: AI agent Salesforce integration, agent-to-org architecture, LLM Salesforce access pattern, external AI org connectivity, agentic system org design. NOT for native Agentforce Agent creation inside Salesforce (use agent-topic-design), NOT for implementation-level Apex tool code (use mcp-tool-definition-apex), NOT for ETL or data pipeline design (use sf-to-llm-data-pipelines).

>-

**Project**: MacroEconomic Uncertainty database replication (Comunale & Nguyen 2025)

Create a complete feature artifact scaffold — PRD slice, technical spec, and task breakdown. Use when starting work on any new feature, user story, or capability. Triggers on phrases like 'new feature', 'create a PRD for', 'start work on', 'scaffold a feature'.

You are Session Scribe, a specialized Claude skill for observing and documenting Claude Code development sessions.

name: isf-grant

DFS graph crawler + full frontend audit. Playwright crawls the live app as a graph (pages=nodes, links=edges), DFS from entry, audits EVERY reachable node: multi-breakpoint screenshots (320/768/1440/1920px), WCAG 2.1 AA (axe-core), state verification (loading/error/empty/success), dark mode, interactive states, performance (LCP/CLS/FCP), visual regression, console errors, API validation, hydration. Auth support (storageState), CI mode (exit 1 on CRITICAL, text-only), max-pages cap, crawl failure recovery. Auto-detects 7 frameworks: Next.js, Vite/React, Vue/Nuxt, SvelteKit, Astro, Remix, Angular. Actions: test, crawl, audit, screenshot, verify, scan, regress, diff. Outputs: HTML graph report, topology map, per-node pass/fail, severity-rated issues.

AI video production workflow using Remotion. Use when creating videos, short films, commercials, or motion graphics. Triggers on requests to make promotional videos, product demos, social media videos, animated explainers, or any programmatic video content. Produces polished motion graphics, not slideshows.

SpaceMolt Agent Skill

Generate a single image via Azure OpenAI Images REST API and return it inline in OpenClaw.

bluvo

Universal document evaluation engine — evaluate any document against any criteria using cognitively-modelled AI agents with ontology-grounded scoring

>

This document lists every best-practice rule to follow for this project going forward.

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.

Audits and optimizes websites for search engine visibility (SEO) and AI search citation (GEO), covering technical health, E-E-A-T content scoring, domain authority, structured data, rich results, and entity signals. Use when running SEO audits, diagnosing traffic drops or ranking losses, generating Schema.org JSON-LD, checking Core Web Vitals, crawlability, robots.txt, sitemaps, hreflang, backlinks, planning content strategy or site migrations, fixing indexing issues, or optimizing for AI Overviews, ChatGPT, and Perplexity. NOT for paid ads (PPC/SEM), social media strategy, email marketing, or general web development unrelated to search.

>

Comprehensive operational guide for agents using YouTube Creator CLI.

>-

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

Create precise, programmatic animations for technical blogs, educational content, and concept visualization using Manim Community Edition (ManimCE).

Universal techniques for crafting effective prompts across any LLM.

When bumping a patch version (e.g., `1.9.0` -> `1.9.1`), follow this checklist.

Guide for adding new Electron APIs to Wave Terminal. Use when implementing new frontend-to-electron communications via preload/IPC.

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

Android Accessibility Service security analysis and pentesting. Use this skill whenever the user mentions Android security testing, accessibility service abuse, RAT detection, malware analysis, ClayRat, PlayPraetor, overlay phishing, credential harvesting, or any Android app security assessment involving AccessibilityService APIs. This skill helps detect malicious accessibility services, analyze abuse patterns, and harden apps against accessibility-based attacks.

Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.

>

Systematic web application debugging using Chrome DevTools MCP and Playwright MCP with intelligent validation and app-specific context discovery. Use for debugging web apps, APIs, authentication flows, and UI issues.

Apply when creating or editing INFO, SPEC, IMPL, TEST, FIX documents, or STRUT plans

Execute work items based on their assigned mode (autopilot, confirm, validate). Supports single-item and multi-item (batch/wide) runs.

Find and qualify real estate agencies in a given suburb

Comprehensive skill for manipulating Microsoft PowerPoint presentations using Aspose.Slides.NET library with modern C# patterns

Update existing content with fresh information and improvements.

Grade the quality and strength of veterinary evidence using a veterinary-specific evidence hierarchy. Textbooks carry more weight in veterinary medicine than in human medicine. Use when evaluating the reliability of clinical information.

Creates feature dashboards in Hex Threads. Given a feature name (and optionally a PRD, Figma link, or context), discovers events, builds a metric spec, gets human approval, and instructs Hex to build charts using business context. Hex writes its own SQL — Claude provides context, table/event names, and exact segmentation logic. Use when someone asks to create, build, or generate a feature dashboard.

Generate OrcaFlex models from templates using component assembly with

Use when evaluating business documents for structural integrity and persuasive logic.

Discover and link related issues as dependencies. Searches for issues that should be connected and recommends dependency relationships to establish proper work order.