ai

Use when the user asks to "create a tortoise model", "new tortoise project", "tortoise orm", "async orm", "aerich migration", "fastapi tortoise", "tortoise model abstract", "tortoise base class", or mentions Tortoise ORM project structure, model organization, querysets, signals, transactions, or testing. Provides opinionated enterprise patterns: model-per-file, abstract Base interfaces for mocks/transitions, strict class member ordering, FastAPI lifespan, built-in Tortoise migrations (never Aerich), Pydantic v2, pytest.

Use when the user wants to embed an architecture diagram directly inside a React/Vite site as inline SVG (no html2canvas, no external scripts, no separate HTML file). Produces an `arch-diagram` fenced markdown block that the site's React renderer expands — including `<lucide-icon>` placeholders for semantic icons. Companion to the `architecture-diagram` skill, which produces standalone HTML.

Use when the user asks for a system, infrastructure, cloud, security, network topology, or architecture diagram. Produces polished dark-themed self-contained HTML+SVG files with mathematically-correct label placement, clean-background priority, text halos, and leader lines.

Use when the user asks for a mindmap, mind-map, concept map, idea tree, brainstorm diagram, or any radial topic explosion ("draw a mindmap of X", "map out the themes around Y", "mindmap the differentiators of Z"). Produces dark-themed self-contained HTML+SVG with a central root, branches radiating in all directions, halo text, Q-curved Bezier connectors, and geometry-audit gating.

Use when the user asks for a sequence diagram, ladder diagram, message-exchange diagram, or any temporal flow showing who talks to whom in order ("draw the OAuth flow", "show the request lifecycle", "diagram the protocol over time", "sequence diagram for X"). Produces dark-themed self-contained SVG with actor lifelines, sync/async/return messages, self-loops, halo text, and a geometry-audit gate that knows about lifelines.

This skill should be used when the user asks to "create ADR", "document decision", "architecture decision", "add decision record", or mentions needing to record a technical decision with status tracking and category organization.

This skill should be used when the user asks to "create a secondbrain", "scaffold knowledge base", "init documentation portal", "set up second brain", "create TDA project", or mentions wanting to build a personal knowledge management system with VitePress and microdatabases.

This skill should be used when the user asks to "create note", "capture thought", "save this", "document idea", "write note", "jot down", "quick note", "remember this", "capture this", or mentions wanting to save knowledge, ideas, or learnings for later reference in their secondbrain.

This skill should be used when the user asks to "create task", "add todo", "track action item", "create ticket", "new task", "remind me to", "need to do", "add to backlog", or mentions needing to track work items with priority and status in their secondbrain.

This skill should be used when the user asks to "document discussion", "save meeting notes", "record conversation", "capture meeting", or mentions needing to document team discussions with participants, decisions, and action items.

This skill should be used when the user asks to "review page", "stamp as reviewed", "mark reviewed", "review documentation", "add review stamp", "mark page as checked", or mentions wanting to track who has reviewed a documentation page and when.

This skill should be used when the user asks to "transcribe meeting", "document meeting", "process transcript", "import meeting notes", "check for undocumented meetings", or mentions Fireflies, Otter, or meeting transcription. Converts meeting transcripts from external providers into structured discussion documents.

This skill should be used when the user wants to bump versions, create releases, or tag versions. Triggers include: "bump version", "bump the version", "version bump", "release version", "tag a release", "create release", "major/minor/patch bump", "update version", "new version", "/version". Updates plugin.json and marketplace.json. Creates git tag and commit.

Create a git commit after completing a task. Use this skill after finishing a logical unit of work to commit changes with a detailed conventional commit message. Always confirms with user before applying the commit. Never pushes to remote. Triggers include: "commit this", "commit changes", "save my changes", "write a commit", "help me commit", "create a commit", "conventional commit", "/commit", "done with changes", "finished editing", "wrap up", "save work".

This skill should be used when the user asks to "initialize search", "set up semantic search", "enable qmd", "add search to secondbrain", or mentions wanting to enable semantic search capabilities for an existing secondbrain project.

This skill should be used when the user asks to "search secondbrain", "find in knowledge base", "look up documentation", "search notes/ADRs/tasks", "find related content", "semantic search", or mentions wanting to find specific content across their secondbrain using natural language.

This skill should be used when the user asks to "create a plan for replit", "break down tasks", "create development phases", "checkpoint strategy", or needs to convert a project into iterative development phases that Replit Agent can execute step-by-step with checkpoints.

This skill should be used when the user asks to "create a PRD for Replit", "write product requirements", "document app specifications", "prepare a product spec", or needs a comprehensive specification document that Replit Agent can use for complex, multi-feature applications. Creates structured PRDs optimized for AI-powered development.

This skill should be used when the user asks to "create a replit prompt", "write a prompt for replit", "optimize for replit agent", "prepare instructions for replit", or mentions building something with Replit Agent. Transforms user requirements into optimized, structured prompts that Replit Agent understands and executes accurately with minimal iterations.

This skill should be used when the user asks to "add entity", "create custom entity", "new entity type", "define entity", or mentions wanting to add a new trackable data type to their secondbrain project beyond the predefined ADR, Note, Task, and Discussion types.

This skill should be used when the user asks for "freshness check", "freshness report", "what needs attention", "stale items", "review backlog", or mentions wanting to see what secondbrain content needs review or updating.

This skill should be used when the user asks to "create a django project", "new django app", "django models", "django forms", "set up django", "configure django settings", or mentions Django project structure, model organization, or Dynaconf configuration. Provides opinionated Django development patterns with 1-file-per-model organization and consistent naming conventions.

This skill should be used when the user asks to "create api endpoint", "django ninja", "django api", "add endpoint", "rest api django", "ninja router", "api schemas", or mentions API development, endpoint organization, or Pydantic schemas in Django projects. Provides Django Ninja patterns with 1-endpoint-per-file organization.

This skill should be used when the user asks to "write tests", "django tests", "pytest", "test factories", "create test", "add tests", "test coverage", or mentions testing Django applications, fixtures, or factory_boy. Provides pytest-django patterns with factory_boy for test data generation.

This skill should be used when the user asks to "set up unfold admin", "django admin", "customize admin", "admin dashboard", "htmx admin", "unfold theme", or mentions Django admin customization, admin dashboards, or Unfold configuration. Provides Unfold admin patterns with 1-admin-per-file organization and HTMX customization.

Create secure REST API endpoints for Frappe Framework v15 with proper authentication, permissions, and validation. Triggers: "create api", "new endpoint", "frappe api", "rest api", "whitelist method", "/frappe-api". Generates v2 API compatible endpoints with type validation and security best practices.

Scaffold a new Frappe Framework v15 application with multi-layer architecture. Triggers: "create frappe app", "new frappe app", "scaffold frappe", "frappe app structure", "/frappe-app". Creates production-ready app structure with service layer, repository pattern, proper module organization, and v15 best practices.

Create a Frappe Framework v15 DocType with proper controller, service layer, repository, and test files. Triggers: "create doctype", "new doctype", "frappe doctype", "add doctype", "/frappe-doctype". Generates production-ready DocType with type annotations, lifecycle hooks, and multi-layer architecture integration.

Design and implement service layer classes for Frappe Framework v15 with proper business logic separation. Triggers: "create service", "add service layer", "frappe service", "business logic", "/frappe-service". Generates service classes with validation, orchestration, and integration patterns.

Create comprehensive test suites for Frappe Framework v15 applications. Triggers: "create tests", "add tests", "frappe test", "write tests", "test coverage", "/frappe-test". Generates unit tests, integration tests, fixtures, and factory patterns following testing best practices.