Home / ppgranger / token-saver · GitHub

llms.txtA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

llms.txt from ppgranger/token-saver is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned

mdr add ppgranger/token-saver/llms.txt@git:20261105.884f1c1

Pins git:20261105.884f1c1 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 14 of 14 checks passed
Kind: llms.txt file
Repository: ppgranger/token-saver
Path: llms.txt
Versions recorded: 4
Latest version: git:20261105.884f1c1, committed Nov 5, 2026
First version recorded: Aug 9, 2026
Size: 7,371 bytes
Repository stars: 162
License: Apache-2.0

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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

The exact contents, by fingerprint

mdr add ppgranger/token-saver/llms.txt@sha256:f6796671cf82e173

The line at the top of this page pins the label git:20261105.884f1c1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_qv2mk6ttwg74sziq.svg)](https://markdownregistry.com/a/art_qv2mk6ttwg74sziq)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Aug 9, 2026 and Nov 5, 2026, about one every 29 days.

version	committed	commit	size	audit
git:20261105.884f1c1 latest	2026-11-05	884f1c1	7,371 B	A	view · diff
git:20260919.fd3c6dd	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	5,432 B	A	view

Audit of the latest version

A 14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Size between 200 bytes and 200 KB (7371 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 · 162 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qv2mk6ttwg74sziq
GET https://markdownregistry.com/api/v1/resolve?ref=ppgranger/token-saver/llms.txt
GET https://markdownregistry.com/api/v1/blob/f6796671cf82e1732f5bf1b1832fae5832ded6d3f937803cfd394cb7eb906781

Your AI assistant 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.

Guides: how to add an llms.txt file to a website · which agent file does what.