Simon-Hwang

Simon-Hwang/gg-plugins

Agent

GAN Harness — Planner agent. Expands a one-line prompt into a full product specification with features, sprints, evaluation criteria, and design direction.

Simon-Hwang/gg-plugins

Agent

Go build, vet, and compilation error resolution specialist. Fixes build errors, go vet issues, and linter warnings with minimal changes. Use when Go builds fail.

Simon-Hwang/gg-plugins

Agent

Expert Go code reviewer specializing in idiomatic Go, concurrency patterns, error handling, and performance. Use for all Go code changes. MUST BE USED for Go projects.

Simon-Hwang/gg-plugins

Agent

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

Simon-Hwang/gg-plugins

Agent

Plans evidence-backed knowledge structure strictly from a Domain Profile, Knowledge Blueprint, eligible Claim revisions, and declared templates.

Simon-Hwang/gg-plugins

Agent

Explains an approval-bound deterministic publication plan, including routes, change types, target conflicts, Context Pack registration, and rollback scope.

Simon-Hwang/gg-plugins

Agent

Independently reviews evidence-backed drafts and Agent Context Packs for unsupported statements, Verdict escalation, mapping errors, and retrieval gaps.

Simon-Hwang/gg-plugins

Agent

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

Simon-Hwang/gg-plugins

Agent

Go/Python backend performance specialist. Use for profiling slow handlers, database bottlenecks, memory growth, goroutine/task leaks, inefficient algorithms, and production latency regressions.

Simon-Hwang/gg-plugins

Agent

Go/Python backend planning specialist. Use for features, refactors, migrations, bug fixes, and verification plans before implementation.

Simon-Hwang/gg-plugins

Agent

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.

Simon-Hwang/gg-plugins

Agent

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.

Simon-Hwang/gg-plugins

Agent

Go/Python dead code cleanup and consolidation specialist. Use for removing unused code, duplicate helpers, stale imports, and low-risk refactors after tests are green.

Simon-Hwang/gg-plugins

Agent

Go/Python backend security reviewer. Use after changes involving user input, auth, APIs, database queries, files, secrets, payments, webhooks, or external services.

Simon-Hwang/gg-plugins

Agent

Reviews staged evidence-backed knowledge changes for semantic content not covered by the approved Synthesis Bundle and change IDs.

Simon-Hwang/gg-plugins

Agent

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

Simon-Hwang/gg-plugins

Agent

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

Simon-Hwang/gg-plugins

Command

Agent system health check — audit Claude Code config, agent harness, context budget, autonomous loops, and workspace surfaces. Produces a prioritized remediation plan.

Simon-Hwang/gg-plugins

Command

Fix build, compile, lint, and type errors across Go, Python, PyTorch, and other stacks. Detects language automatically and delegates to the appropriate resolver agent.

Simon-Hwang/gg-plugins

Command

Build a full RAG knowledge base for the current repository. Scans all source code and generates .rag/ with layered docs (L0→L3), API contracts, ADR index, and GraphRAG knowledge graph. For small repos, runs fully automatically. For large/monorepo repos, use --large to enable multi-stage, checkpoint-resumable…

Simon-Hwang/gg-plugins

Command

Create, verify, or list workflow checkpoints after running verification checks.

Simon-Hwang/gg-plugins

Command

Database work — schema design, migration authoring, query optimization, and data-layer review across PostgreSQL, MySQL, and Redis. Delegates to database-reviewer agent.

Simon-Hwang/gg-plugins

Command

Architecture and API design — evaluate trade-offs with a four-voice council, apply hexagonal/backend patterns, design REST APIs, and record decisions as ADRs.

Simon-Hwang/gg-plugins

Command

Performance and error diagnosis — profile slow paths, detect silent failures, resolve build/runtime errors, and produce a root-cause report with fixes.