Jamkris

Jamkris/everything-gemini-code

Agent Claude Code

Analyze and improve the local agent harness configuration for reliability, cost, and throughput.

Jamkris/everything-gemini-code

Agent Claude Code

Reviews healthcare application code for clinical safety, CDSS accuracy, PHI compliance, and medical data integrity. Specialized for EMR/EHR, clinical decision support, and health information systems.

Jamkris/everything-gemini-code

Agent Claude Code

Java/Maven/Gradle build, compilation, and dependency error resolution specialist. Fixes build errors, Java compiler errors, and Maven/Gradle issues with minimal changes. Use when Java or Spring Boot builds fail.

Jamkris/everything-gemini-code

Agent Claude Code

Expert Java and Spring Boot code reviewer specializing in layered architecture, JPA patterns, security, and concurrency. Use for all Java code changes. MUST BE USED for Spring Boot projects.

Jamkris/everything-gemini-code

Agent Claude Code

Kotlin/Gradle build, compilation, and dependency error resolution specialist. Fixes build errors, Kotlin compiler errors, and Gradle issues with minimal changes. Use when Kotlin builds fail.

Jamkris/everything-gemini-code

Agent Claude Code

Kotlin and Android/KMP code reviewer. Reviews Kotlin code for idiomatic patterns, coroutine safety, Compose best practices, clean architecture violations, and common Android pitfalls.

Jamkris/everything-gemini-code

Agent Claude Code

Operate autonomous agent loops, monitor progress, and intervene safely when loops stall.

Jamkris/everything-gemini-code

Agent Claude Code

Performance analysis and optimization specialist. Use PROACTIVELY for identifying bottlenecks, optimizing slow code, reducing bundle sizes, and improving runtime performance. Profiling, memory leaks, render optimization, and algorithmic improvements.

Jamkris/everything-gemini-code

Agent Claude Code

Expert planning specialist for complex features and refactoring. Use PROACTIVELY when users request feature implementation, architectural changes, or complex refactoring. Automatically activated for planning tasks.

Jamkris/everything-gemini-code

Agent Claude Code

Review pull request test coverage quality and completeness, with emphasis on behavioral coverage and real bug prevention.

Jamkris/everything-gemini-code

Agent Claude Code

Expert Python code reviewer specializing in PEP 8 compliance, Pythonic idioms, type hints, security, and performance. Use for all Python code changes. MUST BE USED for Python projects.

Jamkris/everything-gemini-code

Agent Claude Code

PyTorch runtime, CUDA, and training error resolution specialist. Fixes tensor shape mismatches, device errors, gradient issues, DataLoader problems, and mixed precision failures with minimal changes. Use when PyTorch training or inference crashes.

Jamkris/everything-gemini-code

Agent Claude Code

Dead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring. Runs analysis tools (knip, depcheck, ts-prune) to identify dead code and safely removes it.

Jamkris/everything-gemini-code

Agent Claude Code

Rust build, compilation, and dependency error resolution specialist. Fixes cargo build errors, borrow checker issues, and Cargo.toml problems with minimal changes. Use when Rust builds fail.

Jamkris/everything-gemini-code

Agent Claude Code

Expert Rust code reviewer specializing in ownership, lifetimes, error handling, unsafe usage, and idiomatic patterns. Use for all Rust code changes. MUST BE USED for Rust projects.

Jamkris/everything-gemini-code

Agent Claude Code

Security vulnerability detection and remediation specialist. Use PROACTIVELY after writing code that handles user input, authentication, API endpoints, or sensitive data. Flags secrets, SSRF, injection, unsafe crypto, and OWASP Top 10 vulnerabilities.

Jamkris/everything-gemini-code

Agent Claude Code

SEO specialist for technical SEO audits, on-page optimization, structured data, Core Web Vitals, and content/keyword mapping. Use for site audits, meta tag reviews, schema markup, sitemap and robots issues, and SEO remediation plans.

Jamkris/everything-gemini-code

Agent Claude Code

Review code for silent failures, swallowed errors, bad fallbacks, and missing error propagation.

Jamkris/everything-gemini-code

Agent Claude Code

Test-Driven Development specialist enforcing write-tests-first methodology. Use PROACTIVELY when writing new features, fixing bugs, or refactoring code. Ensures 80%+ test coverage.

Jamkris/everything-gemini-code

Agent Claude Code

Analyze type design for encapsulation, invariant expression, usefulness, and enforcement.

Jamkris/everything-gemini-code

Agent Claude Code

Expert TypeScript/JavaScript code reviewer specializing in type safety, async correctness, Node/web security, and idiomatic patterns. Use for all TypeScript and JavaScript code changes. MUST BE USED for TypeScript/JavaScript projects.

Jamkris/everything-gemini-code

Hook Claude Code

One of 6 in hooks.json

Runs on the BeforeTool event for tool == "run_shell_command", tool == "run_shell_command", tool == "run_shell_command" && tool_input.command matches "^\\s*(npm (install, test, i, ci), pnpm (install, test, i), yarn (install, test, add, remove, upgrade), bun (install, test, i, add, remove), cargo build, make, docker…

Jamkris/everything-gemini-code

Hook Claude Code

One of 6 in hooks.json

Runs on the PreCompress event, executing run.js via node. From Jamkris/everything-gemini-code.

Jamkris/everything-gemini-code

Hook Claude Code

One of 6 in hooks.json

Runs when a session starts, executing run.js via node. From Jamkris/everything-gemini-code.