AIKnowSys

Archive completed plans and clean workspace using CLI commands

Query up-to-date 3rd-party framework/library documentation using Context7 MCP

Create and modify AIKnowSys sessions and plans using mutation commands

Query AIKnowSys knowledge system (READ operations only - plans, sessions, context search)

AI-assisted workflow for sharing personal patterns with the team. Detects valuable patterns, checks duplicates, and guides sharing decisions.

Review AIKnowSys deliverables (skills, stack templates, documentation) using Context7 MCP for current framework documentation. Use for monthly quality reviews, pre-release validation, or when frameworks release major versions.

Template for creating new skills following VS Code Agent Skills standard

Write AI-optimized documentation for RAG systems. Use when creating docs, organizing changelogs, or improving AI discoverability. Covers self-contained sections, explicit terminology, changelog archiving, and semantic structure. Framework-agnostic - works for web apps, CLI tools, libraries, or any project type.

Universal dependency management workflow. Use when updating packages, fixing vulnerabilities, or maintaining dependencies. Covers security-first approach, incremental updates, semantic versioning, and rollback procedures. Works with npm, pip, cargo, go mod, or any package manager.

Universal code refactoring workflow. Use when improving code structure, reducing duplication, or simplifying complex functions. Covers test-driven refactoring, incremental changes, extract function patterns, and rollback procedures. Framework-agnostic - works for Python, JavaScript, TypeScript, Rust, Go, or any language.

Universal troubleshooting guide for validation failures (tests, linting, builds). Use when tests fail, validation commands error, or build breaks. Framework-agnostic debugging strategies for common development workflow issues.

Universal troubleshooting guide for validation failures (tests, linting, builds). Use when tests fail, validation commands error, or build breaks. Framework-agnostic debugging strategies for common development workflow issues.

Create new Agent Skills from existing project guides and documentation. Use when the user wants to create a skill, turn documentation into a skill, or make a guide into a reusable capability. Converts guides from docs/ into portable .github/skills/ format following VS Code Agent Skills standard.

Step-by-step guide for implementing new features in any project. Use when planning features, adding models/endpoints/APIs, creating UI components, or making changes spanning backend and frontend. Covers when to create OpenSpec proposals vs direct implementation, and provides framework-agnostic implementation patterns.

Complete Test-Driven Development (TDD) workflow guide. Use when implementing new features, adding functionality, or when user mentions "test first", "TDD", or "red-green-refactor". Ensures compliance with Critical Invariant

Safe code refactoring guide for gnwebsite project. Use when refactoring components, removing duplication, improving code structure, or simplifying complex functions. Covers test-driven refactoring, incremental changes, extract function/composable patterns, and rollback procedures. Ensures refactoring preserves behavior while improving code quality.

Safe dependency update workflow for gnwebsite fullstack Django/Vue project. Use when updating packages, upgrading dependencies, fixing vulnerabilities, or when user asks to update dependencies. Covers backend Python (pyproject.toml), frontend npm packages, vulnerability audits, testing requirements, and rollback procedures. Ensures updates maintain compatibility and don't break existing functionality.

Pre-commit and pre-push validation checklist for gnwebsite fullstack project. Use when implementing features, writing tests, before committing code, or creating pull requests. Ensures backend Django tests pass, frontend Vitest tests pass, TypeScript validates, and code follows project patterns. Includes filter implementation, API contract alignment, and test troubleshooting.

Maintain AI-optimized documentation and organize codebase history for gnwebsite project. Use when updating docs, organizing changelog, improving readability for AI agents, or when documentation becomes too large. Covers changelog archiving, AI-friendly writing patterns, semantic structure, and knowledge retrieval optimization. Ensures documentation stays readable and discoverable for both humans and AI systems.

Refactor frontend Vue components following KISS and DRY principles. Use when reviewing HTML/CSS duplication, inconsistent UX patterns, or organizing component architecture. Introduces component categorization (Base/Public/Admin), theme separation, and design system consistency. Addresses code maintenance, reusability, and UX consistency issues in Vue/Tailwind frontend.

Create new Agent Skills from existing project guides and documentation. Use when the user wants to create a skill, turn documentation into a skill, or make a guide into a reusable capability. Converts guides from docs/ into portable .github/skills/ format following VS Code Agent Skills standard.