Guide for integrating Agentica SDK with Claude Code CLI proxy

Modular Code Organization

Token-efficient code analysis via 5-layer stack (AST, Call Graph, CFG, DFG, PDG). 95% token savings.

Find unused functions and dead code in the codebase

Update model references in skill files when new Claude models are released

Claude Code CLI commands, flags, headless mode, and automation patterns

Create and configure Claude Code sub-agents with custom prompts, tools, and models

Analyze Claude Code sessions via Braintrust

Meta-skill for creating and managing Claude Code skills

Complete Claude Code hooks reference - input/output schemas, registration, testing patterns

Braintrust tracing for Claude Code - hook architecture, sub-agent correlation, debugging

Create and use Claude Code slash commands - quick prompts, bash execution, file references

Run automated tests to validate plugin integrity

Subject's own words - tweets, blogs, forums, chat logs

Automated browser-based document search and retrieval from free public sources

Project histories, changelogs, developer interviews, open source

Scan lyrics for pronunciation risks, prevent Suno mispronunciations

Album release coordination, QA, distribution, platform uploads

Audio mastering guidance, loudness optimization, platform delivery specs

DOJ/FBI/SEC press releases, agency statements, government sources