kumaran-is/claude-code-onboarding

kumaran-is/claude-code-onboarding

Agent Claude Code

RAG pipeline code reviewer. Use when reviewing retrieval pipelines, embedding generation code, chunking strategies, or semantic search implementations. Checks: embedding model pinned, chunking strategy justified, hybrid vs pure-vector choice documented, reranking present for production, null guards on retrieval, and…

kumaran-is/claude-code-onboarding

Agent Claude Code

Final validation gate for UI and feature work. Defaults to NEEDS WORK — APPROVED requires visual screenshot evidence and passing tests, not assertions. Use before merging any PR that touches UI, user flows, or API behaviour visible to end users. Fantasy-allergic, evidence-obsessed, binary verdict only.

kumaran-is/claude-code-onboarding

Agent Claude Code needs its repo

Mine Reddit threads to extract real customer pain points, unmet needs, and product gaps. Outputs a ranked top-10 opportunities report. Use when user says: find pain points for [topic], reddit research [topic], customer complaints about [topic].

kumaran-is/claude-code-onboarding

Agent Claude Code

Agent that performs Riverpod pattern verification for Flutter applications. Specializes in provider types, ref usage, AsyncValue handling, and lifecycle analysis. Examples:\n\n \nContext: Several new Riverpod providers and AsyncNotifiers were added to a Flutter profile feature.\nUser: "Review the Riverpod providers I…

kumaran-is/claude-code-onboarding

Agent Claude Code

Scans .claude/skills/ for behavioral patterns appearing in 2+ skills that are actionable, violation-prone, and not already in .claude/rules/. Presents candidates for promotion with evidence and verdict options. Use when you want to keep rules files up-to-date as the skill library grows.

kumaran-is/claude-code-onboarding

Agent Claude Code

Security vulnerability detection and remediation specialist. Flags secrets, SSRF, injection, unsafe crypto, and OWASP Top 10 vulnerabilities. Examples:\n\n \nContext: New authentication endpoints and input handling code were just implemented.\nUser: "Check the new auth endpoints for security…

kumaran-is/claude-code-onboarding

Agent Claude Code

Use when reviewing code that contains error handling, catch blocks, fallback logic, or any code that could suppress errors. Proactively invoke after implementing features with API calls, database operations, external service integrations, or any I/O that can fail. Enforces code-standards.md "No Silent Failures" rule…

kumaran-is/claude-code-onboarding

Agent Claude Code

Reviews a newly created or modified Claude Code skill against the writing-skills spec. Checks Iron Law presence, description quality (CSO trigger words), allowed-tools declaration, body line count (≤500), progressive disclosure structure, forbidden files, and cross-reference patterns. Use after creating or modifying…

kumaran-is/claude-code-onboarding

Agent Claude Code

Specialized code reviewer for Java 21 Spring Boot 3.5.x WebFlux reactive services. Reviews for reactive correctness, Resilience4j patterns, security, testing, and production readiness. Examples:\n\n \nContext: New reactive service and controller were written for user management in a Spring Boot WebFlux project.\nUser…

kumaran-is/claude-code-onboarding

Agent Claude Code

Red-Green-Refactor enforcement agent. Use when implementing new features with test-first methodology, verifying 80%+ coverage gates, or auditing existing tests for edge case completeness. Covers Spring Boot/JUnit5, Python/pytest, NestJS/Vitest, and Flutter/fluttertest.

kumaran-is/claude-code-onboarding

Agent Claude Code

Expert Terraform specialist for Google Cloud Platform infrastructure. Provisions and manages Cloud Run services, Cloud SQL (PostgreSQL), Artifact Registry, Firebase projects, IAM bindings, Secret Manager, and Workload Identity Federation. Masters GCS remote state, multi-environment (staging/prod) module design…

kumaran-is/claude-code-onboarding

Agent Claude Code

Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use when designing new systems, reviewing architecture for security gaps, preparing for security audits, or identifying attack vectors before…

kumaran-is/claude-code-onboarding

Agent Claude Code

Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples. Use PROACTIVELY for onboarding guides, feature tutorials, or concept explanations.

kumaran-is/claude-code-onboarding

Agent Claude Code

Reviews type design quality across TypeScript interfaces/types, Java records and sealed classes, Dart Freezed models, and Python Pydantic schemas. Rates each type on 4 dimensions (1-10): encapsulation, invariant expression, usefulness, and enforcement. Flags types that allow invalid states. Use when adding new types…

kumaran-is/claude-code-onboarding

Agent Claude Code

Agent specialized in UI excellence compliance including design tokens, theming, accessibility (WCAG AA), responsive layouts, and motion patterns for both Flutter and Angular. Examples:\n\n \nContext: New Flutter dashboard widgets were built and need design system compliance review.\nUser: "Make sure the new dashboard…

kumaran-is/claude-code-onboarding

Agent Claude Code

Weaviate collection definition reviewer. Use when any Python code creates or modifies a Weaviate collection schema. Checks vectorizer validity, multi-tenancy flag, distance metric, no hardcoded API keys, named vector consistency, and client v4 API correctness. Examples:\n\n \nContext: A new Weaviate collection was…

kumaran-is/claude-code-onboarding

Agent Claude Code

Generates interactive HTML/CSS/JS wireframes for UI design exploration. Stack-agnostic — works for Angular, Flutter, React Native, and web apps. Use during design exploration before implementation begins, for stakeholder review, or to create developer reference screens. Uses sketch aesthetic (paper texture, hand-drawn…

kumaran-is/claude-code-onboarding

Agent Claude Code

Applies review feedback to improve wireframe HTML files using a 3-pass system (critical fixes, recommended fixes, polish). Use when user says: iterate wireframe, fix wireframe, improve wireframe, apply feedback.

kumaran-is/claude-code-onboarding

Agent Claude Code

Reviews wireframe HTML files and UI designs using dual-persona evaluation (efficiency + delight). Scores out of 100 with actionable feedback. Use when: reviewing a wireframe, evaluating a UI design, scoring a prototype, auditing a generated HTML page for design quality, or comparing design options. Uses Read, Glob…