Citations

Browse, search, and reference saved persona definitions. Use when: (1) asked to list or search existing personas, (2) starting reasoning session with expert perspective, (3) finding relevant expert viewpoint for topic, (4) checking for existing persona before creating new.

Maintain documentation for IntelliFill following Diátaxis framework. Use when creating or updating docs, API references, or guides.

TS/JS 程式碼智能重構工具。執行以下操作時自動選用：- 重命名符號 → /rename（取代逐一 Edit）- 移動/重組檔案 → /move（取代 Write+Delete）- 理解專案架構 → /snapshot（取代逐檔 Read）- 清理未使用程式碼 → /deadcode- 修改函式參數 → /change-signature- 檢測循環依賴 → /cycles- 分析變更影響 → /impact- 查找符號引用 → /find-references- 追蹤呼叫層次 → /call-hierarchy優勢：自動更新所有引用、一次完成、零遺漏

Fetch current model names from AI providers (Anthropic, OpenAI, Gemini, Ollama), classify them into tiers (fast/default/heavy), and detect new models. Use when needing up-to-date model IDs for API calls or when other skills reference model names.

Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, official docs verification, OSS references, and root cause identification.

Documents HOW code works with surgical precision - traces data flow, explains implementation details, provides file:line references. Purely documentarian, no critiques or suggestions for improvement.

Build document Q&A and searchable knowledge bases with Google Gemini File Search - fully managed RAG with automatic chunking, embeddings, and citations. Upload 100+ file formats (PDF, Word, Excel, code), configure semantic search, and query with natural language.Use when: building document Q&A systems, creating searchable knowledge bases, implementing semantic search without managing embeddings, indexing large document collections (100+ formats), or troubleshooting document immutability errors (delete+re-upload required), storage quota issues (3x input size for embeddings), chunking configuration (500 tokens/chunk recommended), metadata limits (20 key-value pairs max), indexing cost surprises ($0.15/1M tokens one-time), operation polling timeouts (wait for done: true), force delete errors, or model compatibility (Gemini 2.5 Pro/Flash only).

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing. Uses GPT-5.1-Codex by default for state-of-the-art software engineering.

Preferences and tricks for working with SQLite databases

Work with Resource datasets (mutable state tracking) using OPAL temporal joins. Use when you need to enrich Events/Intervals with contextual state information, track resource state changes over time, or navigate between datasets using temporal relationships. Covers temporal join mechanics (lookup, join, follow), automatic field matching, and when to use Resources vs Reference Tables.

When designing layouts, navigation, forms, or feedback components. Reference for consistent UI decisions.

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

This skill should be used when user wants to learn from their collected references, synthesize patterns across sources, or turn research into frameworks from curated reference collections (Are.na channels, bookmarks, saved articles).

Workflow for using Graphiti MCP tools to capture preferences, procedures, and facts consistently.

Complete technical reference for the professional mixer system architecture, audio routing, recording implementation, and all internal mechanics

Complete refactoring workflow with tracking, validation, and cross-layer impactchecklists. Integrates with beads for progress tracking and ensures noreferences to old names remain after refactoring.

Document ID management for Git repositories. Validates, assigns, and tracks immutable doc_ids across Markdown/YAML files. Use when working with doc_id, document IDs, "@see docid" references, document integrity validation, or shirushi commands.

Professional CV and resume builder that transforms career narratives into ATS-optimized, multi-format resumes. Integrates with career-biographer for structured career data and competitive-cartographer for strategic positioning. Generates PDF, DOCX, LaTeX, JSON Resume, HTML, and Markdown formats optimized for 2025 hiring standards.

UI component library reference for Composable Svelte. Use when implementing designs, choosing components, styling layouts, or working with shadcn-svelte components. Covers component props, variants, accessibility patterns, visual composition, and when to use which component. For specialized components see composable-svelte-graphics (3D), composable-svelte-code (editors/media), composable-svelte-charts (visualization), composable-svelte-maps (geospatial).

Captures Dmitrii's distinctive writing voice and preferences for all written outputs. Use when creating case studies, blog posts, articles, documents, emails, proposals, PRDs, specifications, messages, or any written content on Dmitrii's behalf. MUST be invoked for any mid-to-long form content creation.