技術寫作

Look up library documentation using Context7. Use when needing API reference, library docs, framework documentation, or technical documentation lookup. Provides up-to-date, version-specific docs and code examples.

Generate a markdown summary report from candidate_profile.csv with statistics and insights

Search local documents, files, notes, and knowledge bases. Index directories, search with BM25/vector/hybrid, get AI answers with citations. Use when user wants to search files, find documents, query notes, look up information in local folders, index a directory, set up document search, build a knowledge base, needs RAG/semantic search, or wants to start a local web UI for their docs.

Apply project coding standards, conventions, and best practices. Activate when writing or reviewing code.

Testing guide for GRE projects covering pytest-django (backend) and Vitest (frontend).Use when: writing tests, debugging test failures, setting up test fixtures, mocking.Triggers: test, pytest, vitest, unittest, mock, fixture, TestCase, assert, coverage, TDD

Document revision workflow tool (CLI: `rev`). Use when working with Word documents containing reviewer comments, importing track changes to markdown, replying to reviewer comments, building PDF/DOCX outputs, generating response letters, validating citations/DOIs, or any document revision task.

CUI JavaDoc documentation standards for Java classes, methods, and code examples

Extract comprehensive JSON design specifications from visual sources including Figma exports, UI mockups, screenshots, or live website captures. Produces W3C DTCG-compliant output with component trees, suitable for code generation, design documentation, and developer handoff.

Standards and best practices for writing effective tests including the testing pyramid, test structure patterns, and coverage guidelines

Enterprise configuration schema validation and management orchestrator with JSON Schema v2024-12, Context7 integration, semantic versioning compliance, environment variable management, secrets handling, multi-environment support, and configuration-as-code best practices; activates for config validation, schema enforcement, environment setup, secrets management, and configuration audits

Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy | Dùng khi tìm tài liệu, hướng dẫn, docs, documentation, api docs, tham khảo.

Autonomous GitHub repository discovery and integration agent that hunts relevant open-source projects for BidDeed.AI (foreclosure auctions) and Life OS (productivity/ADHD). Searches GitHub for repos matching domain keywords, evaluates relevance via README/tech stack analysis, auto-adds as submodules or archives to target repos, and alerts Ariel with actionable summaries. Use when (1) User requests "find relevant GitHub repos", (2) Exploring new integrations for BidDeed.AI workflows, (3) Discovering productivity tools for Life OS, (4) Keeping repositories updated with latest open-source innovations.

Generate step-by-step walkthrough guides for testing features or bug fixes. Auto-detects code changes from git diff or PR. Use when the user asks to create testing instructions, QA documentation, or says "write a walkthrough" after implementing a feature.

Manage Confluence pages and spaces. Use when the user wants to: (1) List, create, update, or delete Confluence pages, (2) Search content across spaces, (3) View or manage spaces, (4) Read or update page content, (5) Manage page attachments. Requires environment variables CONFLUENCE_URL, CONFLUENCE_USERNAME, CONFLUENCE_API_TOKEN, and optionally CONFLUENCE_SPACES_FILTER.

Transform infrastructure documentation, runbooks, and operational knowledge into reusable Claude Code skills. Convert Proxmox configs, Docker setups, Kubernetes deployments, and cloud infrastructure patterns into structured, actionable skills.

Technical documentation for Rust projects. Creates API docs, README files, architecture guides, and contributor documentation. Follows Rust documentation conventions with strict quality standards.

Spec-driven development methodology that transforms feature requests into structured documentation before coding. Use when users want to (1) plan a new software project or feature, (2) create requirements/design/tasks documentation, (3) follow a structured development workflow, (4) break down complex features into trackable tasks. Triggers include phrases like "let's plan this properly", "spec-driven", "create requirements", "design document", "task breakdown", "before we start coding".

Analyzes prose for grammar errors, style inconsistencies, clarity issues, and readability problems. Provides specific suggestions for improvement while preserving the author's unique voice. Use when the user needs help polishing their writing, improving clarity, or maintaining consistent style.

Master advanced C# patterns including records, pattern matching, async/await, LINQ, and performance optimization for .NET 10. Use when: (1) implementing complex C# patterns, (2) optimizing performance, (3) refactoring legacy code, (4) writing modern idiomatic C#.

Automatically applies when writing function docstrings. Uses Google-style format with Args, Returns, Raises, Examples, and Security Note sections for proper documentation.