Quick Reference Cheatsheet

4 Suites | 25 Agents | 14 Registered Commands | 31 Hub Skills (routing to 186 sub-skills; 217 SKILL.md on disk) Version: 3.5.2

The Hub Architecture

MyClaude v3.5.2 uses a hub-skill architecture: skills are organized into hub skills (meta-orchestrators) that route to specialized sub-skills. Only hubs are declared in plugin.json; sub-skills are discovered through hub routing trees.

plugin.json → hub skill → routing decision tree → sub-skill

Suite Overview

1. Agent Core (agent-core)

Purpose: Multi-agent coordination, advanced reasoning, and context engineering.

Component

Count

Details

Agents

3

orchestrator (opus), reasoning-engine (opus), context-specialist (opus)

Commands

2 registered

/ultra-think, /team-assemble

Skills

4 hubs → 13 sub

agent-systems, reasoning-and-memory, llm-engineering, thinkfirst

Hooks

12 events

SessionStart, SessionEnd, PreToolUse, PostToolUse, PreCompact, PostCompact, SubagentStart, SubagentStop, PermissionDenied, TaskCreated, TaskCompleted, StopFailure

2. Dev Suite (dev-suite)

Purpose: Full-stack engineering, infrastructure, CI/CD, quality, and debugging.

Component

Count

Details

Agents

9

2 opus, 6 sonnet, 1 haiku

Commands

12 registered

/commit, /docs, /double-check, /eng-feature-dev, /fix-commit-errors, /merge-all, /modernize, /refactor-clean, /run-all-tests, /smart-debug, /test-generate, /workflow-automate

Skills

9 hubs → 49 sub

backend-patterns, frontend-and-mobile, architecture-and-infra, testing-and-quality, ci-cd-pipelines, observability-and-sre, python-toolchain, data-and-security, dev-workflows

Hooks

7 events

SessionStart, PreToolUse, PostToolUse, SubagentStop, TaskCompleted, SessionEnd, StopFailure

3. Research Suite (research-suite)

Purpose: Peer review, 8-stage research-spark pipeline, and methodology orchestration.

Component

Count

Details

Agents

2

research-expert (opus), research-spark-orchestrator (opus)

Commands

0 registered

(all workflows are skill-driven)

Skills

4 hubs → 12 sub

scientific-review, research-spark, research-practice, _research-commons

Hooks

3 events

SessionStart (artifact-resume), TaskCompleted (audit log), SubagentStop (prompt-based artifact gating)

4. Science Suite (science-suite)

Purpose: HPC, physics simulations, ML/DL, Julia, JAX, and nonlinear dynamics.

Component

Count

Details

Agents

11

4 opus, 7 sonnet

Commands

0 registered

(skill-invoked reference templates on disk)

Skills

14 hubs → 112 sub

nonlinear-dynamics, jax-computing, julia-language, julia-ml-and-dl, sciml-and-diffeq, correlation-analysis, statistical-physics-hub, deep-learning-hub, ml-and-data-science, llm-and-ai, ml-deployment, simulation-and-hpc, research-and-domains, bayesian-inference

Hooks

5 events

SessionStart, PreToolUse, PostToolUse, SessionEnd, SubagentStop

Total hook events across all suites: 27

Common Workflows

Engineering Feature Development

  1. @software-architect — design the system

  2. /eng-feature-dev — implement the core logic

  3. /test-generate — create tests

  4. /double-check — validate before submitting

Scientific Simulation

  1. @simulation-expert — design the simulation

  2. @jax-pro or @julia-pro — implement numerical kernels

  3. @research-expert — analyze and visualize results

Research (idea → plan)

  1. @research-spark-orchestrator — drive the 8-stage pipeline

  2. Stages 1-8 emit 01_spark.md → 08_premortem.md into artifacts/

  3. SubagentStop hook verifies each stage artifact before advancing

Peer Review (manuscript → .docx)

  1. Skill auto-triggers on “review this paper” phrasings

  2. scientific-review produces a journal-adapted Six-Lens referee report

  3. Output: .docx (with python-docx) or markdown fallback

Agent Teams

  1. /team-assemble list — see all team templates

  2. /team-assemble <type> — generate a team prompt

  3. See Agent Teams Guide for details

Model Tier Quick Reference

Tier

Count

Use Case

Agents

opus

11

Deep reasoning, architecture, research

orchestrator, reasoning-engine, context-specialist, software-architect, debugger-pro, research-expert, research-spark-orchestrator, neural-network-master, nonlinear-dynamics-expert, simulation-expert, statistical-physicist

sonnet

13

Standard development and analysis

app-developer, automation-engineer, devops-architect, quality-specialist, sre-expert, systems-engineer, jax-pro, julia-ml-hpc, julia-pro, ml-expert, pinn-engineer, python-pro, sci-workflow-engineer

haiku

1

Fast, simple tasks

documentation-expert

Installation

# Add the marketplace
/plugin marketplace add imewei/MyClaude

# Install suites
/plugin install agent-core@marketplace
/plugin install dev-suite@marketplace
/plugin install research-suite@marketplace
/plugin install science-suite@marketplace

Resources

Generated from v3.5.2 validated marketplace data.