DolphinAI2026

DolphinAI2026/dolphin-code

Agent

Visually compares live UI implementation against Figma designs and provides detailed feedback on discrepancies. Use after writing or modifying HTML/CSS/React components to verify design fidelity.

DolphinAI2026/dolphin-code

Agent

Iteratively refines UI design through N screenshot-analyze-improve cycles. Use PROACTIVELY when design changes aren't coming together after 1-2 attempts, or when user requests iterative refinement.

DolphinAI2026/dolphin-code

Agent

Reviews planning documents for missing design decisions -- information architecture, interaction states, user flows, and AI slop risk. Uses dimensional rating to identify gaps. Spawned by the document-review skill.

DolphinAI2026/dolphin-code

Agent

Conditional code-review persona, selected when Rails diffs introduce architectural choices, abstractions, or frontend patterns that may fight the framework. Reviews code from an opinionated DHH perspective.

DolphinAI2026/dolphin-code

Agent

Evaluates whether proposed technical approaches in planning documents will survive contact with reality -- architecture conflicts, dependency gaps, migration risks, and implementability. Spawned by the document-review skill.

DolphinAI2026/dolphin-code

Agent

Detects and fixes visual differences between a web implementation and its Figma design. Use iteratively when syncing implementation to match Figma specs.

DolphinAI2026/dolphin-code

Agent

Gathers comprehensive documentation and best practices for frameworks, libraries, or dependencies. Use when you need official docs, version-specific constraints, or implementation patterns.

DolphinAI2026/dolphin-code

Agent

Performs archaeological analysis of git history to trace code evolution, identify contributors, and understand why code patterns exist. Use when you need historical context for code changes.

DolphinAI2026/dolphin-code

Agent

Fetches and analyzes GitHub issues to surface recurring themes, pain patterns, and severity trends. Use when understanding a project's issue landscape, analyzing bug patterns for ideation, or summarizing what users are reporting.

DolphinAI2026/dolphin-code

Agent

Conditional code-review persona, selected when the diff touches async UI code, Stimulus/Turbo lifecycles, or DOM-timing-sensitive frontend behavior. Reviews code for race conditions and janky UI failure modes.

DolphinAI2026/dolphin-code

Agent

Conditional code-review persona, selected when the diff touches Python code. Reviews changes with Kieran's strict bar for Pythonic clarity, type hints, and maintainability.

DolphinAI2026/dolphin-code

Agent

Conditional code-review persona, selected when the diff touches Rails application code. Reviews Rails changes with Kieran's strict bar for clarity, conventions, and maintainability.

DolphinAI2026/dolphin-code

Agent

Conditional code-review persona, selected when the diff touches TypeScript code. Reviews changes with Kieran's strict bar for type safety, clarity, and maintainability.

DolphinAI2026/dolphin-code

Agent

Always-on code-review persona. Reviews code for premature abstraction, unnecessary indirection, dead code, coupling between unrelated modules, and naming that obscures intent.

DolphinAI2026/dolphin-code

Agent

Analyzes code for design patterns, anti-patterns, naming conventions, and duplication. Use when checking codebase consistency or verifying new code follows established patterns.

DolphinAI2026/dolphin-code

Agent

Analyzes code for performance bottlenecks, algorithmic complexity, database queries, memory usage, and scalability. Use after implementing features or when performance concerns arise.

DolphinAI2026/dolphin-code

Agent

Conditional code-review persona, selected when the diff touches database queries, loop-heavy data transforms, caching layers, or I/O-intensive paths. Reviews code for runtime performance and scalability issues.

DolphinAI2026/dolphin-code

Agent

Evaluates and resolves one or more related PR review threads -- assesses validity, implements fixes, and returns structured summaries with reply text. Spawned by the resolve-pr-feedback skill.

DolphinAI2026/dolphin-code

Agent

Conditional code-review persona, selected when reviewing a PR that has existing review comments or review threads. Checks whether prior feedback has been addressed in the current diff.

DolphinAI2026/dolphin-code

Agent

Reviews planning documents as a senior product leader -- challenges premise claims, assesses strategic consequences (trajectory, identity, adoption, opportunity cost), and surfaces goal-work misalignment. Spawned by the document-review skill.

DolphinAI2026/dolphin-code

Agent

Always-on code-review persona. Audits changes against the project's own CLAUDE.md and AGENTS.md standards -- frontmatter rules, reference inclusion, naming conventions, cross-platform portability, and tool selection policies.

DolphinAI2026/dolphin-code

Agent

Conditional code-review persona, selected when the diff touches error handling, retries, circuit breakers, timeouts, health checks, background jobs, or async handlers. Reviews code for production reliability and failure modes.

DolphinAI2026/dolphin-code

Agent

Conducts thorough research on repository structure, documentation, conventions, and implementation patterns. Use when onboarding to a new codebase or understanding project conventions.

DolphinAI2026/dolphin-code

Agent

Detects unrelated schema.rb changes in PRs by cross-referencing against included migrations. Use when reviewing PRs with database schema changes.