# ayush488-glitch/agentic-swe-kit architecture

> Architecture diagram of the GitHub repository ayush488-glitch/agentic-swe-kit, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-11-09). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/ayush488-glitch/agentic-swe-kit
- Repository: https://github.com/ayush488-glitch/agentic-swe-kit

## Overview

agentic-swe-kit is a knowledge and routing system for Hermes Agent, not an application that builds or operates the production systems discussed in its content. An engineer describes a project or problem; the master skill diagnoses the context, routes work across lifecycle phases and domain skills, and the skills point to detailed wiki concepts. The graph preserves the seven domain branches and the documented example walkthroughs. Relationships are based on the README; no source excerpts were provided, so implementation-level calls cannot be verified.

Main entry points: [`skills/orchestrator/agentic-swe-master/SKILL.md`](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/orchestrator/agentic-swe-master/SKILL.md) (Master Orchestrator), [`skills/swe-foundations/engineering-mindset/SKILL.md`](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/engineering-mindset/SKILL.md) (Engineering Mindset), [`skills/swe-foundations/modular-architecture/SKILL.md`](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/modular-architecture/SKILL.md) (Modular Architecture), [`skills/swe-foundations/production-readiness/SKILL.md`](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/production-readiness/SKILL.md) (Production Readiness)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_orchestration["Orchestration"]
  node_master["Master Orchestrator<br/>[SKILL.md]"]
  node_lifecycle["20-Phase Lifecycle<br/>[SKILL.md]"]
end

subgraph group_domain_skills["Domain Skills"]
  node_mindset["Engineering Mindset<br/>[SKILL.md]"]
  node_architecture["Modular Architecture<br/>[SKILL.md]"]
  node_readiness["Production Readiness<br/>[SKILL.md]"]
  node_distributed["Distributed Systems<br/>[SKILL.md]"]
  node_security["Security Engineering<br/>[SKILL.md]"]
  node_data["Data Systems<br/>[SKILL.md]"]
  node_llmops["LLMOps and Agents<br/>[SKILL.md]"]
end

subgraph group_knowledge["Concept Knowledge"]
  node_wiki_clean["Clean Architecture"]
  node_wiki_data["Data Systems Concepts"]
  node_wiki_distributed["Distributed Concepts"]
  node_wiki_llmops["LLMOps Concepts"]
  node_wiki_pragmatic["Pragmatic Concepts"]
  node_wiki_release["Reliability Concepts"]
  node_wiki_security["Security Concepts"]
end

subgraph group_examples["Walkthroughs"]
  node_examples["Production Walkthroughs"]
end

node_engineer(("Engineer"))
node_hermes{{"Hermes Agent"}}

node_engineer -->|"describes problem"| node_hermes
node_hermes -->|"triggers skill"| node_master
node_master -->|"routes phases"| node_lifecycle
node_master -->|"routes to"| node_mindset
node_master -->|"routes to"| node_architecture
node_master -->|"routes to"| node_readiness
node_master -->|"routes to"| node_distributed
node_master -->|"routes to"| node_security
node_master -->|"routes to"| node_data
node_master -->|"routes to"| node_llmops
node_mindset -->|"points to concepts"| node_wiki_pragmatic
node_architecture -->|"points to concepts"| node_wiki_clean
node_readiness -->|"points to concepts"| node_wiki_release
node_distributed -->|"points to concepts"| node_wiki_distributed
node_security -->|"points to concepts"| node_wiki_security
node_data -->|"points to concepts"| node_wiki_data
node_llmops -->|"points to concepts"| node_wiki_llmops
node_engineer -.->|"uses walkthroughs"| node_examples

click node_master "https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/orchestrator/agentic-swe-master/SKILL.md"
click node_lifecycle "https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/orchestrator/agentic-swe-master/SKILL.md"
click node_mindset "https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/engineering-mindset/SKILL.md"
click node_architecture "https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/modular-architecture/SKILL.md"
click node_readiness "https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/production-readiness/SKILL.md"
click node_distributed "https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/distributed-systems/SKILL.md"
click node_security "https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/security-engineering/SKILL.md"
click node_data "https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/data-systems-engineering/SKILL.md"
click node_llmops "https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/mlops/llmops-ai-agents/SKILL.md"
click node_wiki_clean "https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/clean-architecture"
click node_wiki_data "https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/designing-data-intensive-applications"
click node_wiki_distributed "https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/distributed-systems"
click node_wiki_llmops "https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/llmops-ai-agents"
click node_wiki_pragmatic "https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/pragmatic-programmer"
click node_wiki_release "https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/release-it"
click node_wiki_security "https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/security-engineering"
click node_examples "https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/examples"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_master,node_lifecycle toneBlue
class node_mindset,node_architecture,node_readiness,node_distributed,node_security,node_data,node_llmops toneAmber
class node_wiki_clean,node_wiki_data,node_wiki_distributed,node_wiki_llmops,node_wiki_pragmatic,node_wiki_release,node_wiki_security toneMint
class node_examples toneRose
class node_engineer,node_hermes toneIndigo
```

## Components

### Orchestration

- [Master Orchestrator](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/orchestrator/agentic-swe-master/SKILL.md): `skills/orchestrator/agentic-swe-master/SKILL.md`
- [20-Phase Lifecycle](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/orchestrator/agentic-swe-master/SKILL.md): `skills/orchestrator/agentic-swe-master/SKILL.md`

### Domain Skills

- [Engineering Mindset](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/engineering-mindset/SKILL.md): `skills/swe-foundations/engineering-mindset/SKILL.md`
- [Modular Architecture](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/modular-architecture/SKILL.md): `skills/swe-foundations/modular-architecture/SKILL.md`
- [Production Readiness](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/production-readiness/SKILL.md): `skills/swe-foundations/production-readiness/SKILL.md`
- [Distributed Systems](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/distributed-systems/SKILL.md): `skills/swe-foundations/distributed-systems/SKILL.md`
- [Security Engineering](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/security-engineering/SKILL.md): `skills/swe-foundations/security-engineering/SKILL.md`
- [Data Systems](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/swe-foundations/data-systems-engineering/SKILL.md): `skills/swe-foundations/data-systems-engineering/SKILL.md`
- [LLMOps and Agents](https://github.com/ayush488-glitch/agentic-swe-kit/blob/main/skills/mlops/llmops-ai-agents/SKILL.md): `skills/mlops/llmops-ai-agents/SKILL.md`

### Concept Knowledge

- [Clean Architecture](https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/clean-architecture): `wiki/clean-architecture`
- [Data Systems Concepts](https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/designing-data-intensive-applications): `wiki/designing-data-intensive-applications`
- [Distributed Concepts](https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/distributed-systems): `wiki/distributed-systems`
- [LLMOps Concepts](https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/llmops-ai-agents): `wiki/llmops-ai-agents`
- [Pragmatic Concepts](https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/pragmatic-programmer): `wiki/pragmatic-programmer`
- [Reliability Concepts](https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/release-it): `wiki/release-it`
- [Security Concepts](https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/wiki/security-engineering): `wiki/security-engineering`

### Walkthroughs

- [Production Walkthroughs](https://github.com/ayush488-glitch/agentic-swe-kit/tree/main/examples): `examples`

### Other components

- **Engineer**
- **Hermes Agent**

## Connections

- Engineer → Hermes Agent: describes problem (evidence: `README.md`)
- Hermes Agent → Master Orchestrator: triggers skill (evidence: `README.md`)
- Master Orchestrator → 20-Phase Lifecycle: routes phases (evidence: `README.md`)
- Master Orchestrator → Engineering Mindset: routes to (evidence: `README.md`)
- Master Orchestrator → Modular Architecture: routes to (evidence: `README.md`)
- Master Orchestrator → Production Readiness: routes to (evidence: `README.md`)
- Master Orchestrator → Distributed Systems: routes to (evidence: `README.md`)
- Master Orchestrator → Security Engineering: routes to (evidence: `README.md`)
- Master Orchestrator → Data Systems: routes to (evidence: `README.md`)
- Master Orchestrator → LLMOps and Agents: routes to (evidence: `README.md`)
- Engineering Mindset → Pragmatic Concepts: points to concepts (evidence: `README.md`)
- Modular Architecture → Clean Architecture: points to concepts (evidence: `README.md`)
- Production Readiness → Reliability Concepts: points to concepts (evidence: `README.md`)
- Distributed Systems → Distributed Concepts: points to concepts (evidence: `README.md`)
- Security Engineering → Security Concepts: points to concepts (evidence: `README.md`)
- Data Systems → Data Systems Concepts: points to concepts (evidence: `README.md`)
- LLMOps and Agents → LLMOps Concepts: points to concepts (evidence: `README.md`)
- Engineer → Production Walkthroughs: uses walkthroughs (evidence: `README.md`)