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Claude Code Internals
Tier 1

claudecode-source (annotated bundle)

View on GitHub Fetched 2026-07-02 5 related flows

Summary

Packages a deep source-level analysis of a Claude Code snapshot (~1,900 files) with HTML reports, architecture visuals, and walkthrough guides, plus an independently written source-analysis report in Chinese and English. One of the most complete single bundles for studying the tool definitions, main agent loop, and edit-validation path.

Key Takeaways

  • Study the tool definition modules to see how schemas constrain model behavior
  • The main loop folds tool results back into context in a strict sequence
  • Edits are validated (read-before-write, diff checks) before hitting disk

Reliability Note

Independent reverse-engineering effort - unofficial, verify against official Anthropic docs and behavior.

Flows informed by this source

5
Flows category icon
Agent Architecture

Design a Single-Loop Agent

Build the core agent loop the leading coding agents use: one model, one loop, tools in, results folded back into context.

01Define the loop contract
02Build the tool registry
03Implement the loop with result folding

+2 more steps to Done

Best forproduction-grade builds with strict verification

5 steps90-150 minutesAdvanced
Flows category icon
Agent Architecture

Add a Plan/Todo System to Your Agent

Give your agent the planning discipline of the leading harnesses: an explicit, model-visible todo list that survives long tasks.

01Design the todo data model and tool
02Render the plan into context every turn
03Enforce plan-first and completion gates

+1 more steps to Done

Best forbuilders who have shipped a basic app before

4 steps60-90 minutesIntermediate
Flows category icon
MCP & Tooling

Design Tool Schemas for Agents

Write tool schemas that constrain model behavior: tight types, enums over strings, and parameters that make misuse hard.

01Audit schemas for looseness
02Tighten the schemas
03Make validation errors teach

+1 more steps to Done

Best forbuilders who have shipped a basic app before

4 steps60-90 minutesIntermediate
Flows category icon
MCP & Tooling

Tool Result Size Management

Stop tool outputs from flooding context: budgets per tool, smart truncation, pagination, and reference-based results.

01Budget every tool's output
02Truncate to preserve signal
03Paginate lists and reference artifacts

+1 more steps to Done

Best forbuilders who have shipped a basic app before

4 steps60-90 minutesIntermediate
Flows category icon
Harness Engineering

Verification Loops: Never Trust an Unrun Edit

Wire verification into your agent so every edit is checked by machines - syntax, tests, behavior - before it counts as done.

01Verify at the write boundary
02Add the post-change verify step
03Gate completion on evidence

+1 more steps to Done

Best forbuilders who have shipped a basic app before

4 steps60-100 minutesIntermediate

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