Reorganize 22 guide files from a flat directory into 5 thematic subdirs: - core/ (architecture, methodologies, known-issues, claude-code-releases, visual-reference) - security/ (security-hardening, sandbox-isolation, sandbox-native, production-safety, data-privacy) - ecosystem/ (ai-ecosystem, mcp-servers-ecosystem, third-party-tools, remarkable-ai) - roles/ (ai-roles, adoption-approaches, learning-with-ai, agent-evaluation) - ops/ (devops-sre, observability, ai-traceability) All internal links updated across ~50 files (ultimate-guide.md, workflows/, diagrams/, README.md, docs/, tools/, examples/, machine-readable/). Also: merge search-tools-cheatsheet.md into cheatsheet.md, rewrite guide/README.md with H2 grouped sections, update CLAUDE.md repository structure. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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| title | description | tags | ||||
|---|---|---|---|---|---|---|
| Claude Code — Architecture Internals Diagrams | Master loop, tool categories, system prompt assembly, sub-agent isolation |
|
Architecture Internals
What happens under the hood when Claude Code runs.
The Master Loop
Claude Code's core execution is a single loop: parse → build prompt → call API → execute tools → loop until done. The agentic behavior emerges from this simple cycle.
flowchart TD
A([User Input]) --> B(Build System Prompt<br/>+ context + tools)
B --> C{{Claude API Call}}
C --> D{Response<br/>contains tool calls?}
D -->|Yes| E(Parse tool calls)
E --> F(Execute each tool<br/>Glob, Grep, Bash...)
F --> G(Append tool results<br/>to conversation)
G --> C
D -->|No| H(Extract text response)
H --> I([Display to User])
I --> J{User sends<br/>next message?}
J -->|Yes| A
J -->|No| K([Session ends])
style A fill:#F5E6D3,color:#333
style C fill:#E87E2F,color:#fff
style D fill:#E87E2F,color:#fff
style F fill:#6DB3F2,color:#fff
style I fill:#7BC47F,color:#333
style J fill:#E87E2F,color:#fff
style K fill:#B8B8B8,color:#333
click A href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/ultimate-guide.md#12-first-workflow" "User Input"
click B href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#1-the-master-loop" "Build System Prompt"
click C href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#1-the-master-loop" "Claude API Call"
click D href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#1-the-master-loop" "Response contains tool calls?"
click E href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "Parse tool calls"
click F href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "Execute each tool"
click G href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#1-the-master-loop" "Append tool results"
click H href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#1-the-master-loop" "Extract text response"
click I href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/ultimate-guide.md#12-first-workflow" "Display to User"
click J href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#1-the-master-loop" "User sends next message?"
click K href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#1-the-master-loop" "Session ends"
ASCII version
User Input
│
Build prompt (system + context + tools)
│
Claude API ◄────────────────────────┐
│ │
Tool calls? │
├─ Yes → Execute tools → Append results ──┘
└─ No → Display response
│
User next msg? ──► Yes → loop
└─ No → Session ends
Source: Architecture: Master Loop — Line ~72
Tool Categories & Selection
Claude Code has 5 tool categories, each optimized for different operations. Understanding which tool Claude chooses (and why) helps you write instructions that guide better tool selection.
flowchart TD
ROOT["Claude Code Tools"] --> READ
ROOT --> WRITE
ROOT --> EXECUTE
ROOT --> WEB
ROOT --> WORKFLOW
subgraph READ["📖 Read Tools"]
R1[Glob<br/>Find files by pattern]
R2[Grep<br/>Search file content]
R3[Read<br/>Read file content]
R4[LS<br/>List directory]
end
subgraph WRITE["✏️ Write Tools"]
W1[Write<br/>Create new file]
W2[Edit<br/>Modify existing file]
W3[MultiEdit<br/>Batch modifications]
end
subgraph EXECUTE["⚙️ Execute Tools"]
E1[Bash<br/>Shell commands]
E2[Task<br/>Spawn sub-agent]
end
subgraph WEB["🌐 Web Tools"]
WB1[WebSearch<br/>Search the web]
WB2[WebFetch<br/>Fetch URL content]
end
subgraph WORKFLOW["📋 Workflow Tools"]
WF1[TodoWrite<br/>Manage task list]
WF2[NotebookEdit<br/>Jupyter notebooks]
end
style ROOT fill:#E87E2F,color:#fff
style R1 fill:#6DB3F2,color:#fff
style R2 fill:#6DB3F2,color:#fff
style R3 fill:#6DB3F2,color:#fff
style R4 fill:#6DB3F2,color:#fff
style W1 fill:#F5E6D3,color:#333
style W2 fill:#F5E6D3,color:#333
style W3 fill:#F5E6D3,color:#333
style E1 fill:#E85D5D,color:#fff
style E2 fill:#E87E2F,color:#fff
style WB1 fill:#7BC47F,color:#333
style WB2 fill:#7BC47F,color:#333
style WF1 fill:#B8B8B8,color:#333
style WF2 fill:#B8B8B8,color:#333
click ROOT href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "Claude Code Tools"
click R1 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "Glob — Find files by pattern"
click R2 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "Grep — Search file content"
click R3 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "Read — Read file content"
click R4 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "LS — List directory"
click W1 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "Write — Create new file"
click W2 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "Edit — Modify existing file"
click W3 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "MultiEdit — Batch modifications"
click E1 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "Bash — Shell commands"
click E2 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/ultimate-guide.md#41-what-are-agents" "Task — Spawn sub-agent"
click WB1 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "WebSearch"
click WB2 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "WebFetch"
click WF1 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "TodoWrite — Task list"
click WF2 href "https://github.com/FlorianBruniaux/claude-code-ultimate-guide/blob/main/guide/core/architecture.md#2-the-tool-arsenal" "NotebookEdit — Jupyter"
ASCII version
READ: Glob (find), Grep (search), Read (content), LS (list)
WRITE: Write (create), Edit (modify), MultiEdit (batch)
EXECUTE: Bash (shell), Task (sub-agent) ← most powerful/risky
WEB: WebSearch, WebFetch
WORKFLOW: TodoWrite, NotebookEdit
Source: Architecture: Tools — Line ~213
System Prompt Assembly
Before every API call, Claude Code assembles a system prompt from multiple sources in a specific order. This explains why your CLAUDE.md instructions actually work and where they appear.
sequenceDiagram
participant CC as Claude Code
participant G as Global CLAUDE.md
participant P as Project CLAUDE.md
participant T as Tool Registry
participant A as Claude API
CC->>CC: 1. Load base instructions
CC->>G: 2. Read ~/.claude/CLAUDE.md
G->>CC: Global preferences, rules
CC->>P: 3. Read project CLAUDE.md(s)
P->>CC: Project conventions, context
CC->>T: 4. Get available tools list
T->>CC: Tool schemas (Glob, Grep, Bash...)
CC->>CC: 5. Add working directory + git info
CC->>CC: 6. Add MCP server capabilities
CC->>A: System prompt (assembled)<br/>+ User message
Note over A: One large call with<br/>all context embedded
ASCII version
System prompt assembly order:
1. Base instructions (hardcoded)
2. ~/.claude/CLAUDE.md
3. /project/CLAUDE.md + subdirs
4. Tool definitions list
5. Working directory + git status
6. MCP server capabilities
──────────────────────────────────
→ All combined → Claude API call
Source: Architecture: System Prompt — Line ~354
Sub-Agent Context Isolation
Sub-agents are completely isolated from the parent — they can't read the parent's conversation or modify parent state. This isolation is a feature (safety) and a constraint (intentional design).
sequenceDiagram
participant P as Parent Claude
participant T as Task Tool
participant S as Sub-Agent
participant EXT as External Services
Note over P: Has full conversation history
P->>T: Task(prompt="do X", tools=[Read,Write,Bash])
Note over T: Creates new Claude instance
T->>S: spawn(prompt + tool grants ONLY)
Note over S: Does NOT receive:<br/>- Parent conversation<br/>- Parent tool results<br/>- Parent state
S->>EXT: read files, bash, web (as granted)
EXT->>S: Results
Note over S: Independent reasoning<br/>with limited context
S->>T: return "task complete: details..."
Note over T: Only text passes back
T->>P: Result string
Note over P: Parent gets text only<br/>No shared state
ASCII version
Parent (full context)
│
Task(prompt, tools=[...])
│
▼
Sub-Agent (ISOLATED)
Input: prompt + tool grants only
Can: use granted tools independently
Cannot: see parent conversation, modify parent state
Output: text result ONLY
│
▼
Parent receives: text string
Source: Architecture: Sub-Agents — Line ~444