Home / ppgranger / token-saver · docs/llms.txt · GitHub

llms.txt@docs llmstxtA

Name: llms.txt@docs
Author: ppgranger

llms.txt@docs is agent-read markdown (llmstxt) from ppgranger/token-saver.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Token-Saver

> Content-aware output compression for AI coding assistants. A Claude Code
> and Antigravity CLI plugin that intercepts verbose CLI command output
> (git, pytest, npm, terraform, kubectl, docker, and more) and compresses it
> deterministically before it reaches the model, using 36 specialized
> processors — one per tool family. Compression runs locally without LLM
> calls or output uploads. An optional release check contacts GitHub. Savings
> depend on the output and use character-based token estimates. Error
> preservation is covered by representative fixtures and configurable limits.

## Start here

- [Quick Start](https://github.com/ppgranger/token-saver/blob/main/README.md#quick-start): Plugin installation and first steps.
- [Home](https://ppgranger.github.io/token-saver/): Overview and quick start.
- [Benchmarks](https://ppgranger.github.io/token-saver/benchmarks/): 22 measured compression scenarios, gated by CI, with methodology.
- [How It Compares](https://ppgranger.github.io/token-saver/comparison/): Token-Saver, RTK, and Context Mode: command compression and context retrieval.
…

Read the whole file at its exact version.

How to install

Latest version

mdr add ppgranger/token-saver/docs/llms.txt@git:20260919.fd3c6dd

Exact content

mdr add ppgranger/token-saver/docs/llms.txt@sha256:0ae36ad3b535fdb8

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

[![mdr](https://markdownregistry.com/badge/art_6vxfmg5vljrwom3m.svg)](https://markdownregistry.com/a/art_6vxfmg5vljrwom3m)

1 badge views in 30 days

Versions

version	committed	commit	size	audit
git:20260919.fd3c6dd latest	2026-09-19	fd3c6dd	7,070 B	A	view · diff
git:20260919.8bd664b	2026-09-19	8bd664b	6,909 B	A	view · diff
git:20260809.7d871fc	2026-08-09	7d871fc	4,875 B	A	view

Audit of the latest version

A 14 of 14 checks passed. Deterministic, no model, same answer every run.

pass: Size between 200 bytes and 200 KB (7070 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

ppgranger/token-saver · 153 stars · license Apache-2.0 · pushed 2026-09-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6vxfmg5vljrwom3m
GET https://markdownregistry.com/api/v1/resolve?ref=ppgranger/token-saver/docs/llms.txt
GET https://markdownregistry.com/api/v1/blob/0ae36ad3b535fdb89e500b2f57de1a49131cacc832b55a8d2d903f42309b20d1

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.