Technical Writing

AI-assisted development workflow system for feature planning, session management, and quality assurance (v2.3). WORKTREE-CENTRIC - automatically scopes to current worktree's feature (worktree name = feature name). In feature worktrees, shows only relevant feature context. In main branch, shows dashboard of all worktrees. AUTO-ACTIVATES for session start (show priorities/NBA with Explore agent), feature work (load plan context with LSP symbol grounding), new features (spike mode with parallel sub-agents), context >70% (create handoff), UI changes (run Playwright tests), completed features (suggest archive), errors or failures (trigger RCA-PCA). Works with agent-docs/ folder structure. Modes are nba, work, spike, test, validate, sync, status, handoff, archive, rca-pca, tidyup. Use when working in codebases with agent-docs/ directory.

This skill should be used when the user asks to "write an economics paper", "draft a working paper", "edit finance writing", "review my econ paper", "write for a journal", or needs guidance on economics and finance writing. Based on McCloskey's "Economical Writing" with discipline-specific word lists and examples.

Search the web, library documentation, and GitHub repositories using Tavily, Context7, and GitHub Grep MCPs. Use when: (1) Looking up documentation for libraries or frameworks, (2) Searching for code examples or tutorials, (3) Finding API references or specifications, (4) Researching best practices or solutions, (5) Looking up error messages or troubleshooting guides, (6) Finding library installation instructions, (7) Searching for real-world code patterns in GitHub repositories, or (8) When you need current web information or documentation. Triggers: search, look up, find documentation, search web, lookup, find examples, search for, how to, tutorial, API reference, documentation for, error message, troubleshoot, best practices, find code examples, GitHub search.

Coordination documentation synchronization patterns. Covers .hestai/ structure management, worktree-based doc PRs, PROJECT-CONTEXT/APP-CONTEXT updates, and documentation placement rules. Use for HO delegation to system-steward for doc updates.

Maintain multilingual README versions (English primary, Chinese translation). Triggers: i18n, 翻譯, translate, 多語言, sync readme, 中英文, bilingual.

Forces documentation of the reasoning behind every significant design decision. Creates a decision log that explains WHY choices were made, alternatives considered, and trade-offs accepted. Prevents unjustified "default" choices.

Design and build professional APIs with REST, GraphQL, and gRPC. Master authentication, documentation, testing, and operational concerns.

Provides type-safe database access with Prisma ORM including schema definition, migrations, queries, and relations. Use when setting up database connections, defining data models, writing queries, or managing database migrations.

Use when writing SQL queries, optimizing database performance, or analyzing data

Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Makes your writing clearer, stronger, and more professional.

自动分析 GitHub 仓库，获取并整理 README、文档、Issues、GitHub Actions、Releases 等所有重要信息，由 LLM 进行深度分析并生成智能 HTML 报告。

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.

Automated testing workflow for backend and frontend. Use when writing tests, fixing test failures, or validating code changes. Runs pytest for backend and jest/vitest for frontend.

Use when writing or changing tests, adding mocks, or tempted to add test-only methods to production code - prevents testing mock behavior, production pollution with test-only methods, and mocking without understanding dependencies

Verify claims against referenced sources. Checks if blog content accurately represents external resources, APIs, or documentation. Trigger phrases: "fact check", "verify", "check claims", "verify claims", "check sources", "verify sources"

PolicyEngine code writing style guide - formula optimization, direct returns, eliminating unnecessary variables

Guide for writing unit tests with Vitest for Fastify plugins and routes. Use when creating or modifying tests in app/tests/.

Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.

Seurat documentation (local mirror)

Interactive ClaudeShack ecosystem initialization that analyzes your codebase, mines history, discusses findings with you to establish baseline understanding, and seeds Oracle with verified knowledge. Use when setting up ClaudeShack in a new project or resetting knowledge. Creates a personalized foundation that improves over use. Sets up Context7 for current library docs.