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Helps build Python workflows for translating Word, PDF, Excel, PowerPoint, and other documents while preserving formatting. Covers Azure batch translation, multiple target languages, terminology glossaries, and checks for job progress and document errors.

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• Translating batches of documents while preserving formatting
• Translating documents into multiple languages
• Applying a glossary for specialized terminology

Write or revise system architecture documents, design decision records, and engineering references. Use concrete examples and clear explanations of design choices to make documents useful both to newcomers and to developers needing precise details.

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• Documenting how a subsystem works
• Rewriting design documents for new team members
• Explaining architecture decisions within the document

Create and maintain project documents in conductor/ covering the product, technology stack, development workflow, and work units. Extract context from existing code, check document consistency before implementation, and update documentation as the project evolves.

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• Set up context documents for a new project
• Document an existing codebase for onboarding
• Check project documents before implementation

Extract identity, ownership, control, and source-of-funds details from investor or client onboarding documents into a structured JSON record. Inventory the submitted documents and flag obvious missing or expired items before passing the information to KYC screening rules.

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• Organize investor onboarding documents
• Extract beneficial owners and controlling persons
• Check for missing or expired documents

Turn documents, notes, research, or code into a knowledge graph that maps identifiable things and their relationships. Create or update entity files and typed connections, with source evidence attached for inspection and later visualization.

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• Map people and organizations across documents
• Organize research with traceable evidence
• Map relationships between software modules

Extract text, tables, and images from PDFs; merge, split, rotate, or create documents; and fill forms. The skill also covers password protection and optical character recognition, which reads text from scanned pages to make documents searchable.

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• Extracting PDF tables for use in Excel
• Merging documents or splitting selected pages
• Making scanned documents searchable

Turn books and documents into reusable agent skills by extracting frameworks, decision rules, techniques, and mistakes to avoid. Generate structured skill files with chapter references and glossaries, or review an analysis before creating files.

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• Convert a book's methods into a reusable agent skill
• Review extracted frameworks before generating skill files
• Build chapter references and glossaries from several documents

Create, read, and edit Word documents, including reports, letters, memos, and proposals. The skill handles headings, tables, contents pages, page numbering, templates, comments, and tracked changes, with structural and visual checks before delivery.

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• Creating a report with headings and a table of contents
• Updating a proposal while preserving its template
• Extracting text and inspecting document structure

Check game design documents against a shared registry of entities, items, formulas, and constants. Get a report of conflicting values, outdated registry entries, and references that lack enough detail to verify, with guidance on which documents need changes.

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• Checking consistency after adding a game design document
• Finding conflicting item prices or attributes
• Reviewing documents changed since the last review

Create and edit reports, memos, and other Writer documents, saving them as ODT by default. Read existing files before changing content, add or replace text, and use DOCX when Microsoft Word compatibility is required.

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• Create a report as an ODT document
• Add or replace text in an existing document
• Prepare a DOCX file for Microsoft Word

Manage files and folders in 飞书 cloud storage, including searches, moves, copies, and sharing settings. Import local documents, spreadsheets, and presentations into online formats, and export cloud documents for local use.

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• Organizing cloud folders
• Reviewing document sharing permissions
• Importing local files as online documents

Helps extend how much text a language model can process at once. Covers choosing RoPE, YaRN, ALiBi, or position interpolation, implementing position information, fine-tuning on longer documents, and managing memory during inference.

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• Extend an existing model to handle longer documents
• Compare context extension methods
• Implement position information in attention layers

Turn existing decision records, product requirements, specifications, and other documents into GSD planning files. Create a new planning setup or add requirements and phases to an existing one, while identifying conflicts and blocking writes when contradictions remain unresolved.

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• Build planning files from existing project documents
• Add documented requirements and phases to an existing plan
• Identify conflicting statements across planning documents

Extract the same fields from a batch of contracts or other documents into a comparison spreadsheet. Each answer includes a source quote and location, while missing, ambiguous, and review-required information is clearly distinguished for human verification.

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• Compare contract clauses during M&A due diligence
• Audit vendor contracts using a shared set of fields
• Review dates and notice periods across a lease portfolio

Review documents in a virtual data room for a business transaction, apply configured significance thresholds, and organize findings by category and severity. Produce a memo with document references, missing materials, and actions needed before closing.

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• Reviewing important contracts before an acquisition
• Finding missing documents in a data room
• Organizing findings by category and severity

Create internal and external documents from one reference source. Extract deadlines, responsibilities, procedures, and policies, tailor content for each audience, and check that terminology, formatting, versions, and references stay consistent while internal information remains appropriately restricted.

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• Creating internal procedures and customer guidelines from one source
• Organizing deadlines, responsibilities, and process steps
• Separating internal information from external documents

Extract text, tables, and headings from Word documents when standard file reading tools fail. The workflow uses Python and python-docx through run_shell to recover document content for further review or analysis.

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• Reading Word documents after file tool failures
• Extracting table contents from Word documents
• Listing headings or numbered paragraphs

Build reports and slide decks from charts and diagrams, with clear page layouts, commentary, and source notes. Prepare reusable figure assets and export to formats such as PDF or PowerPoint, with a workflow for regenerating updated documents.

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• Turning a dashboard into an executive PDF report
• Generating PowerPoint or Google Slides from chart assets
• Embedding architecture diagrams in technical reports

Work with Feishu/Lark documents and spreadsheets through DeepChat's plugin tools. Search, summarize, create, or update content, and inspect or edit structured data using the operations available in the active plugin configuration.

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• Searching and summarizing workspace documents
• Creating documents or appending content
• Inspecting and editing spreadsheet data

Guide to analyze multiple documents (PDF, DOCX) against user-defined columns and produce a structured Excel output with citations. Use when the user wants to: (1) Extract specific information from multiple documents into a table, (2) Compare clauses or provisions across contracts, (3) Create a document review matrix with source citations. Triggers on: 'tabular review', 'document matrix', 'extract from documents', 'compare across documents', 'review multiple contracts'.

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Verify document completeness for each bureaucratic step of an EU/DACH relocation, flagging missing items and translation requirements. Use after creating a relocation plan and before beginning bureaucratic procedures, when preparing for a specific appointment (Buergeramt, Finanzamt), when unsure which documents need certified translation or apostille, after receiving a rejection or request for additional documents, or as a periodic check during the relocation process to ensure nothing has been overlooked.

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Create bulletproof Terms of Service and Privacy Policy documents for SaaS applications. Infers company information from codebase/marketing site, conducts comprehensive audits, drafts documents, then asks user ONLY for missing details at the end. Minimizes user interaction. Use when the user needs to draft, review, or update legal documents (ToS, Terms of Service, Privacy Policy, legal pages). Triggers on requests for legal documents, terms drafting, privacy policy creation, "cover our bases legally", liability protection, or legal compliance for software products.

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要件定義と実装の間を埋める技術仕様書を体系的に作成するスキル。 画面設計、API設計、DB設計、シーケンス図、状態遷移図をMermaid形式で生成し、 IEEE 830/ISO 29148準拠の仕様書を出力する。Use when creating functional specifications, API design documents, database design documents, screen design specifications, or sequence/state diagrams from requirements. Triggers: "technical specification", "functional spec", "API design", "database design", "screen design", "画面設計書", "API設計書", "DB設計書", "技術仕様書", "シーケンス図", "状態遷移図"

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Review audit-related documents (control design documents, bottleneck analyses, requirements definitions, etc.) for quality, scoring them 0-100 with a severity-rated findings list. Use when reviewing audit documents, checking control design quality, or verifying cross-document consistency. Supports documents governed by US GAAP, IFRS, or J-GAAP.

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