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An interview recording transcription and review assistant that processes interview recordings or transcribed text. It saves to Feishu Docs with full conversation, Q&A summary, and overall review, and automatically archives to a multi-dimensional table.

Complete authentication setup for Ruby on Rails applications using Devise. Use when: (1) Setting up user authentication in a Rails app, (2) Adding sign in/sign up/sign out functionality, (3) Implementing email confirmation, password recovery, or account locking, (4) Configuring OmniAuth social login, (5) Adding multiple user models (User/Admin), (6) Customizing Devise views or controllers, (7) Tes

Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.

Activate when the user needs to manage multi-author collaboration on a paper. Tracks author contributions using the CRediT taxonomy, manages responsibility assignments, documents the human-AI division of labor, and produces an author contribution statement ready for submission.

Activate when the user needs to create conference presentation slides from a completed paper. Extracts key content, designs a slide structure, generates slide content with speaker notes, and produces a presentation-ready markdown file. Supports IS/CS conference formats (15-20 min presentations).

Activate when the user needs to systematically screen papers for a Systematic Literature Review (SLR). Implements the PRISMA-compliant screening pipeline: define inclusion/exclusion criteria, title/abstract screening, full-text screening, quality assessment, and PRISMA flow diagram generation. Takes the literature_base.csv from Phase 1 (Reconnaissance) and produces a filtered, documented, auditabl

This skill should be used when the user asks to "install a skill", "add a skill to the project", "unpack a skill", or "integrate a new skill". Automates the full workflow of unpacking .skill packages from dist/ and registering them in the marketplace.

The DiviOps harness primer covers error envelopes, capability handshakes, dry-run plan shapes, and idempotency contracts. It is used as a shared primer by DiviOps target-coverage skills.

OpenWriter — the writing surface for AI agents. A markdown-native rich text editor where agents write via MCP tools and users accept or reject changes in-browser. 40 core MCP tools for document editing, multi-doc workspaces, and organization, plus 21 publish platform tools for newsletter, social posting, and scheduling. Tweet compose mode for drafting replies/QTs with pixel-accurate X/Twitter UI.

This skill provides an end-to-end Malaysian accounting engagement workflow. It processes client folders to produce accrual-basis financial statements (Excel working papers + PDF) compliant with MPERS / MFRS / ITA 1967, covering Sole Proprietor, Partnership, Sdn Bhd, Berhad, and NGO.

OpenWriter — the writing surface for AI agents. A markdown-native rich text editor where agents write via MCP tools and users accept or reject changes in-browser. 40 core MCP tools for document editing, multi-doc workspaces, and organization, plus 21 publish platform tools for newsletter, social posting, and scheduling. Tweet compose mode for drafting replies/QTs with pixel-accurate X/Twitter UI.

This skill should be used when the user asks to "extract text from PDF", "convert PDF to text", "parse PDF", "read PDF contents", "extract data from documents", "batch PDF extraction", "PDF to markdown", "OCR PDF", "get text from PDF files", "I have a PDF", "can you read this PDF", "what's in this PDF", "summarize this PDF", "open PDF file", "extract from [filename].pdf", or needs to process PDF d