CCPP Limits
No tool result reaches the agent whole, and every token a session spends is measured.
Usage limits for coding agents: results cut into blocks and ranked by a local embedding model, the whole output kept on disk, and the bill of every session measured as it grows.
ccpp sync
- ceiling per tool result
- 12 KB
- ranked blocks, at most
- 8
- embedding, no API call
- Local
- lines rewritten or summarized
- 0
A test run prints four thousand lines. The agent needed six. Without limits, all four thousand go into the context and are paid for on every turn that follows. CCPP Limits keeps the six, and tells the agent exactly where the rest is.
Why it matters
Pay for what is read
Each result is cut into blocks, embedded on your machine, and ranked against what the call said it expects. Only the closest come back.
Nothing is rewritten
No model summarizes your output. Every line shown is the line the tool printed, with its line numbers.
Nothing is lost
The whole result is saved to a file named in every response. The agent reads the rest by line numbers when it needs to.
How it works
Calls say what they expect in a few words. Those words and every block of the result become vectors; cosine similarity picks the blocks.
h.read_file("server.go", {prompt = "func routes GET POST handlers"})Specifications
- Result size
- 8 blocks of 80 lines, 12,288 characters, a 50 character summary
- Whole payloads
- Diffs and instructions up to 40,960 characters
- Embedding
- A small model on the CPU, no network call
- Measurement
- Tokens of every session, in the TUI and the CLI
Stop paying for dumps
CCPP Limits is included in the Builder plan.
Works well with CCPP Limits
Every productCCPP Emmet
Emmet for every language, expanded before the file is written, so Claude types less.
CCPP Lua
The harness Claude Code was missing: one Lua chunk does a whole step of work.
ccpp shell
One Bash, the same on every operating system, with its core commands written in Go.
One account. Every tool Claude needs.
Free products come with a free account. Builder unlocks the rest, the harness first.