ClawsCummer
When you're power-using Claude Code and Gemini for hours at a time, rate limits are the enemy. ClawsCummer is the session manager that makes them irrelevant.
It watches multiple accounts in parallel and rotates between them automatically the moment a limit is hit — preserving context, continuing the task, and keeping you in flow. It also layers in a Plan-Execute pipeline where Gemini plans and Claude executes, and a cross-CLI handoff system so no context is ever lost when switching models or accounts.
Windows (GUI) · Linux / macOS (TUI) · Standalone binaries via PyInstaller
The Problem it Solves
Claude and Gemini APIs have per-account rate limits. When you're running long autonomous coding sessions — the kind where Claude Code is rewriting files, running tests, and fixing bugs for 45 minutes straight — hitting a limit mid-task means manually switching accounts, re-setting context, and losing flow.
ClawsCummer treats your collection of accounts as a pool and manages rotation automatically. It also integrates a structured planning layer (Gemini) with an execution layer (Claude), so complex multi-step tasks get proper decomposition before any code gets written.
Features
Auto Account Rotation
Monitors for rate limit signals in real time and silently rotates to the next account the moment one is hit. The conversation never drops — it keeps going on a fresh account without you noticing.
Session Browser
A full browsable interface for all past conversations across every account. Search by keyword, filter by model, resume any session. Nothing gets lost when you rotate accounts.
Plan-Execute Pipeline
Gemini handles planning: it breaks complex tasks into structured step sequences. Claude handles execution: it works through each step using Claude Code. Two models playing to their strengths.
Cross-CLI Handoff
When a session moves to a new account, an automatic context summary is generated and injected into the new session. The incoming Claude picks up exactly where the previous one left off — same task, same context, no re-explaining.
AGENTS.md Scanner
Scans the working directory tree for AGENTS.md instruction files and injects their contents into the session context on start. Your project-level AI instructions are always active, no manual copy-paste.
Windows GUI + Linux TUI
On Windows: a native GUI built with pywebview + xterm.js that feels like a real app. On Linux/macOS: a Textual TUI that runs in the terminal. PyInstaller standalone binaries for both — no Python install required on the target machine.
Multi-account Credential Vault
Stores API keys and session tokens for multiple Claude and Gemini accounts. Rotation order is configurable — prioritize by remaining quota, by model version, or round-robin.
GitHub Actions CI
Automated build pipeline produces Windows .exe and Linux binaries on every tagged release via PyInstaller + GitHub Actions. Download and run, no setup.