thoreinstein

Analyze recent changes and add test coverage for HEAD commit

Write failing unit tests for feature requirements (TDD style)

Deep analysis mode - thorough multi-phase investigation with expert consultation

Analyze test coverage gaps and report findings

Analyze service capacity, load patterns, and scaling requirements

Code review mode - comprehensive review with security, performance, and maintainability focus

Analyze unstaged changes and suggest atomic commit groups with messages

Generate comprehensive data model documentation with ERD, DTOs, and data flow diagrams

Consult the whizz-mind knowledge base for documentation and answers. Use when the user asks questions that might be answered by stored documentation or when explicitly asked to check whizz-mind.

Run accessibility and visual design review

Interact with Figma design files via the web browser using the Figma Plugin API. Can create shapes, modify properties, extract information from design files.

Research-driven content writing with citations, iterative outlines, and real-time feedback. Transforms writing from solo effort to collaborative partnership.

Full implementation mode - end-to-end feature implementation with phased execution, parallel work streams, verification gates, and atomic commits per phase

Deep analysis mode - thorough multi-phase investigation with expert consultation for complex problems requiring careful examination

Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".

Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security audit", "modernize code", "code quality review", or "check for vulnerabilities".

Deep analysis mode - thorough multi-phase investigation with expert consultation for complex problems requiring careful examination

Extract lessons, patterns, and architectural truths to compound team knowledge

Full implementation mode - end-to-end feature implementation with phased execution, parallel work streams, verification gates, and atomic commits per phase

Interactive discovery session to define ADR structure, capture key decisions, and generate ADR content adhering to adr.github.io standards.

Refine epics and stories through cross-functional analysis and requirements gathering

Fetches all unresolved comments for a given PR number and systematically addresses them with code changes, verification, and replies.

Diagnose and fix CI failures using GitHub Actions logs. Iterates through diagnose-fix-verify cycles until CI passes (max 3 iterations).

Generate a GEMINI.md file for any codebase by scanning project structure, detecting tech stack, and documenting conventions. Use when onboarding a new project.

Use when the user wants to promote cross-project knowledge to the global Engineering/ folder, or says "promote knowledge", "compound notes", "knowledge synthesis", or "find repeated ideas across projects".

Use when the user wants to find and insert missing wikilinks across vault notes. Triggers on "cross-link", "find missing links", "weave links", "unlinked mentions", "add wikilinks", or "link notes together".

Use when the user wants to index their vault for semantic search, rebuild the RAG index, or says "index", "reindex", or "rebuild index".

Use when the user wants to work with their daily note — view today's entry, add a log, do a daily review, or capture quick thoughts. Covers all daily note workflows.

Use when the user wants to explore connections between notes, see what links to or from a note, or says "links", "backlinks", "connections", or "graph".

Use when the user asks a question about their vault, wants to explore a topic across notes, or says "research", "find out", "what do I know about", or "summarize my notes on". Chains semantic search, note reading, and link traversal for deep vault research.

Use when the user wants to find notes by keyword or filename, or says "search", "find notes", or "look for".

Use when the user wants a health audit of the vault — stale content, provenance drift, frontmatter compliance, or MOC coverage gaps. Triggers on "lint vault", "vault health", "check vault", "stale notes", "vault audit", "vault quality", or "check conventions".

Use when interacting with the user's Obsidian vault — reading, writing, searching, or chatting with notes using local RAG. Guides tool selection and writing strategy for all vault operations.

Use when the user wants to audit vault link health, find broken wikilinks, orphaned notes, or semantic clusters. Triggers on "link audit", "broken links", "orphaned notes", "link health", "graph cleanup", or "find orphans".

An expert librarian that helps you organize, search, and synthesize your Readwise highlights and documents.

Use this skill when the user wants to create, scaffold, or configure a new Gemini CLI extension. It provides expert guidance on manifest structure, MCP servers, Agent Skills, and release workflows.