connecting-lambda-to-dynamodb documents iam role setup and event source mapping for lambda-dynamodb integration, but defers the actual procedure to external reference.

design-systems-slds-apply covers selecting and implementing slds artifacts (components, blueprints, styling hooks, utility classes, icons) for v2-compliant ui. includes validation scope limitations for non-html frameworks.

dx-org-manage wraps salesforce dx org lifecycle operations (scratch org creation, snapshots, browser opens) with bash tooling and structured json output capture. procedure routing based on user intent and file detection.

agentforce-architecture-analyze reads declared metadata for a single Agentforce agent across planner, topics, actions, flows, apex, and plugins. execution completes in 30-60s via parallel tooling soql.

better-layout covers foundational principles for web layout: grouping, alignment, spacing, and adaptive breakpoints. defers accessibility, visual polish, and typography to sibling skills. references numeric starting points but lacks concrete step-by-step procedures.

alternatives-page-generator targets competitor brand search intent by structuring alternatives and comparison content for seo and ppc. covers page and blog article formats to intercept high-intent, ready-to-switch users.

vue is a json-render adapter that converts json specs into vue 3 component trees, supporting data binding, conditional rendering, and action dispatch through providers and composables.

dropbox skill wraps the membrane cli for file operations, shared links, and account management. covers authentication setup and action discovery but lacks concrete integration examples and error handling guidance.

competitive-brief outlines a research framework and output structure for analyzing competitor positioning, messaging, and content strategy, but lacks actionable step-by-step procedures and does not address execution challenges or data quality issues.

social-media-content-repurposer adapts written or multimedia content across twitter, linkedin, instagram, facebook, and tiktok with platform-specific formatting, tone, and hashtag guidance. generates structured outputs for each channel without addressing multi-language support, api integration, or authentication flows.

wcag-audit-patterns provides conformance level taxonomy and violation categories but lacks procedural depth. it references external detail documentation and offers best-practice checklist rather than executable audit workflow.

recipe-schedule-recurring-event wraps the gws-calendar cli to create google calendar events with rrule-based recurrence patterns and attendee lists, then validates creation via a 14-day agenda view.

git-workflow documents commit message formats, branch naming conventions, and pull request structure with examples, but lacks decision logic and failure recovery guidance.

okx-audit-log returns the audit log file path and format specification for developers to retrieve command history and troubleshoot issues offline, with automatic rotation at 10k lines.

copilotkit-develop documents the v2 stack for building ai-powered features via ag-ui protocol, covering runtime, core, and react layers with mcp-based live documentation access.

gluestack-ui-v4 enforces opinionated styling constraints for consistent theming and reduced decision fatigue. mandates semantic tokens, component props over utilities, and explicit patterns. coordination skill for setup and component sub-skills.

ln-403-task-rework applies reviewer feedback to rejected tasks, advancing them from to rework through in progress back to review. focuses on single-task isolation and revision-aware file edits.

flutter covers riverpod state management, freezed immutable models, go_router navigation, and mocktail testing within a structured project setup including linting and ci automation.

my-pull-requests queries github for prs assigned to the user, surfaces review status and ci failures, and conditionally offers copilot review.

bridge for shell agents to control houdini via python stdin/stdout, requiring flue installation and dependent on external documentation for operational specifics.

browser-automation wraps playwright for cross-browser control, offering navigate, click, fill, screenshot and javascript execution. defaults to page reuse with persistent cookies. lacks procedural depth and failure handling.

trading-analysis fetches real-time market data and technical indicators to generate institutional-grade investment reports with charts and claude-powered sentiment analysis, suitable for client presentations and portfolio review.

upstash-redis-js covers sdk initialization, data structures (strings, hashes, lists, sets, sorted-sets, json, streams), advanced features (pipelines, transactions, lua scripting), and patterns (caching, rate-limiting, sessions, locks, leaderboards). includes migration guides and performance optimization.

upstash-ratelimit-js provides basic setup and a sliding window example for rate limiting via redis, but lacks depth on algorithm choices, failure handling, and real-world integration patterns.

ce-product-pulse aggregates usage, performance, and error signals over a specified time window and renders a single-page report to docs/pulse-reports/, surfacing key insights in chat without mutating external systems.

review-game audits game codebases against architecture patterns, performance antipatterns, code quality standards, and monetization readiness. outputs scored findings across six dimensions with actionable recommendations.

yara-rule-authoring teaches principled authoring of yara-x detection rules with emphasis on atom quality, specificity, and false positive avoidance. covers naming conventions, syntax patterns, validation strategies, and common pitfalls when targeting specific malware families.

senior-qa provides command-line scaffolding for jest unit tests, coverage analysis, and playwright e2e tests in react/next.js projects. lacks procedural depth and failure handling.

wps-office coordinates cross-application workflows across excel, word, and ppt via keyword routing and state queries. covers data migration, format conversion, and batch operations with routing logic but lacks detailed procedural steps.

lean-canvas generates a structured business model covering problem, solution, uvp, unfair advantage, segments, channels, revenue, and costs. includes domain context and validation guidance but lacks concrete procedural steps.

react-hook-form covers 45 best practice rules across form configuration, field subscription, controlled components, and validation patterns. prioritizes performance optimization and provides a categorized reference structure, though lacks concrete procedural steps and executable examples.

bump-deps wraps taze to generate a dependency update plan, classify updates by risk tier, and batch major-version decisions. supports monorepos, locked versions, and dry-run mode.

cloudflare-workers-ai documents gpu-native model serving (40+ text, embedding, image, vision, audio models) with explicit 2025 breaking changes, 7 preventable errors, and ai gateway integration, but lacks executable procedure steps.

ads-budget outlines constraints and decision frameworks for paid media allocation, emphasizing marginal returns and sensitivity analysis over mechanical rules, but lacks concrete procedures for execution.

aso-appstore-screenshots guides multi-phase screenshot generation by analyzing codebases for app benefits, pairing them with simulator screens, and creating optimized images with brand colors. relies on state recall across sessions via memory system.

memory-lancedb-pro provides hybrid vector and full-text retrieval for long-term memory with multi-scope isolation, reranking, and CLI management tools. covers setup, operation, and migration but lacks maintenance depth.

redis-development provides a categorized reference guide for redis optimization covering data structures, memory management, query engines, and vector search, but lacks procedural depth and actionable workflows for implementation.

express-rest-api covers foundational rest api patterns in express.js including routing, middleware, and error handling, but lacks depth on validation, authentication flows, and failure scenarios.

expo-app-clip guides adding an iOS App Clip target to Expo projects with URL-based invocation via AASA files, requiring Apple Developer membership and HTTPS hosting for production deployment.

security-compliance outlines a six-phase security lifecycle across nine domains (iam, network, data, application, cloud, endpoint, operations, incident response, grc) with decision frameworks for risk assessment, control selection, and compliance choices. includes incident response workflows, vulnerability management, and soc2 audit guidance with timelines and deliverables.

marketing-ideas selects from 140 proven saas strategies using a feasibility scoring formula, contextualizing recommendations by product stage and constraint. prioritizes 3-5 actionable ideas with metrics and risks.

project-overview documents the monorepo layout, tech stack, and architectural layer-to-location mappings for the lobehub ai workspace, but lacks actionable procedures for common tasks.

sparc-methodology provides a five-phase workflow (specification, pseudocode, architecture, refinement, completion) for structured complex implementation planning, with cli commands and agent coordination but limited procedural detail.

translate-book orchestrates parallel chunk translation via sub-agents with glossary-driven term consistency, but lacks clear intent definition and specific invocation triggers. the workflow is detailed but assumes substantial infrastructure (scripts, temp dirs, meta schemas) without explaining failure recovery.

scientific-visualization covers plot creation for manuscript submission, including multi-panel layouts, significance annotations, error bars, and colorblind-accessible palettes. exports in pdf/eps/tiff formats.

architecting-solutions guides requirement analysis and PRD generation through structured workflows including codebase analysis, constraint identification, and multi-option design comparison. primarily targets software feature design and refactoring planning with emphasis on avoiding over-engineering.

firebase-app-hosting-basics covers deployment of full-stack frameworks (next.js, angular) to firebase app hosting with automated git-to-deploy workflows, requiring blaze tier billing.