I kept burning through Claude Code's Max plan limits way too fast. So I built an entire optimization and quality enforcement system and open-sourced it.
The Problem
Claude Code is incredible, but it has three fundamental issues:
- Token consumption is brutal — hitting limits on the $200/mo Max plan with single complex prompts
- AI writes disconnected code — beautiful modules that compile and pass tests but are never imported or called anywhere
- AI writes fake tests — 87% coverage that would pass even if you deleted the feature
The Solution: An Autonomous Pipeline
Every layer runs without manual intervention:
| Layer | Tool | Savings |
|---|---|---|
| CLI Output | RTK | 60-90% |
| Code Indexing | jCodeMunch | 95%+ (at 50MB RAM) |
| Tool Output | Context Mode | 98% |
| Prompt Compression | Headroom | ~50% |
| Context Pruning | Cozempic | 30-70% |
| Output Verbosity | Caveman | 60-75% |
Combined: 2-10x more usage from the same plan.
15 Specialized Agents
Not generic "write code" agents — epistemically specialized:
- Adversarial Coach — tries to BREAK your code. Never praises.
- Red Team — you tell it what security you added, it attacks those claims
- Spec Interviewer — asks 40+ questions before you write a line
- Integration Enforcer — blocks "done" if code has zero callers
- Test Authenticator — catches fake tests (tautological assertions, mock theater, happy-path-only)
- Tree of Thought — explores 3+ approaches before committing
- UI Architect — fetches real components from 7 MCP libraries instead of writing CSS from scratch
- Design Critic — screenshots the running app and scores visual quality
17 Deterministic Hooks
Unlike CLAUDE.md rules (which Claude can ignore), hooks are mechanical:
- Secret scanning on prompts AND file writes
- Destructive command blocking (rm -rf, git reset --hard, DROP TABLE)
-
--no-verifyprevention (Claude was bypassing git hooks!) - Branch protection warnings on main/master
- Loop detection with escalating guidance
- Session handover between sessions
- Orphan code detection at completion
The Connectivity Fix
The #1 AI coding failure: writing code that compiles but nothing calls.
My setup enforces:
- Pre-write: name where the new file will be imported before writing it
- Post-write: verify with LSP tools that the code has callers
- Completion gate: Stop hook blocks "done" if new exports have zero references
One Command Install
curl -fsSL https://raw.githubusercontent.com/Itachi-1824/claude-god-mode/main/install.sh | bash
Interactive installer — asks before installing each tool. Copies agents, merges hooks, configures MCP servers.
MIT licensed. Star it if it helps ⭐
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