Educational short videos require research, clear animation, and careful music timing. This skill coordinates agent work and local tools to produce narration-free vertical videos.

Vague prompts can omit primary sources, specific methods, and reliable checks. Deepen rewrites the same task with concrete evidence and validation while preserving its scope.

Markdown articles can lose formatting when pasted into the WeChat editor. This skill guides HTML generation with inline styles and local previews for manual publishing.

Short-video links often separate useful metadata from spoken content. This skill combines TikHub data queries and Qingdou transcription, then saves transcripts as organized Markdown files.

dbskill installations can become outdated across plugin and Skills CLI channels. This skill selects the update workflow, handles retired entries, and reports completion or failure.

Complex questions often receive unsupported theories or misleading historical comparisons. This skill combines theory checks, structural case comparisons, and counterexamples to develop answers with clear conditions.

Audience reactions can be difficult to explain from engagement numbers alone. This skill uses textual evidence and communication theories to explain emotional responses and sharing motives.

Recurring tasks often lack clear boundaries, reusable instructions, and reliable acceptance tests. This skill turns those tasks into focused agent skills with structured validation and optional GitHub delivery.

Abrupt transitions, repetition, and awkward sentences can make short video scripts difficult to follow. This skill identifies specific weaknesses and suggests conversational revisions while preserving your original text.

Requests for features or deliverables can hide the progress customers actually need. This skill uses Jobs to Be Done to clarify context, switching motivations, selection criteria, and next actions.

Creators need to distinguish automated moderation signals from substantive publication problems. This skill identifies specific concerns and suggests minimal edits while preserving personal expression.

Long URLs are difficult to share, and link performance can be unclear. This skill uses Appie MCP tools to create short links and retrieve click statistics.

Finding relevant Reddit discussions and preparing replies can take time. This skill uses Appie.run to retrieve matching threads and request reply drafts for manual posting.

Tracking LinkedIn profiles and reviewing collected leads requires clear project visibility. This skill guides Appie MCP tools to manage tracking and display available contact details.

Managing chatbot knowledge and training readiness requires several coordinated steps. This skill guides Appie.run MCP tools through creation, knowledge loading, status checks, and ongoing conversations.

Article workflows require author setup, format selection, and generation tracking. This skill coordinates Appie.run tools to create articles and retrieve completed content.

團隊需要一致的方式來建立並分發可重複使用的 AI 技能。此技能會引導建立、驗證、封裝，以及透過 Slack 分享，以便更快被發現。

在結構、資源和驗證規則不清楚時，建立可重複使用的 AI 技能並不容易。此技能提供一套實用工作流程，用於設計、撰寫、驗證與封裝技能。

SEO 工作通常涵蓋技術檢查、metadata、效能和結構化資料。此技能會引導 Claude、Codex 和 Claude Code 進行實務性的 SEO 稽核並提出建議。

安全工作通常橫跨架構、身分、合規、測試和回應規劃。此技能為 Claude、Codex 和 Claude Code 提供結構化的安全工程指引。