llms.txt git:20260809.7d871fcA

Immutable. This exact content is served forever at /api/v1/blob/16a92ed784538a17.

# 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. No LLM calls, no network access,
> fully offline. Typical savings: 60-99% per command, with all errors,
> diffs, and stack traces preserved by design.

## Start here

- [README](https://github.com/ppgranger/token-saver/blob/main/README.md): Full overview — installation, architecture, configuration, FAQ.
- [Quick Start](https://github.com/ppgranger/token-saver/blob/main/README.md#quick-start): Install via `/plugin marketplace add ppgranger/token-saver`.
- [Benchmarks](https://github.com/ppgranger/token-saver/blob/main/docs/benchmarks.md): 22 measured compression scenarios, gated by CI, with methodology.
- [How It Compares](https://github.com/ppgranger/token-saver/blob/main/docs/comparison.md): Token-Saver vs cc_token_saver_mcp, token-optimizer-mcp, Claude Context Mode.

## Processors (one page per tool family)

- [git](https://github.com/ppgranger/token-saver/blob/main/docs/processors/git.md): status, diff, log, show, push/pull/fetch, branch, stash, blame.
- [test_output](https://github.com/ppgranger/token-saver/blob/main/docs/processors/test_output.md): pytest, jest, go test, cargo test and other test runners.
- [lint_output](https://github.com/ppgranger/token-saver/blob/main/docs/processors/lint_output.md): eslint, ruff, pylint, clippy, mypy and other linters.
- [build_output](https://github.com/ppgranger/token-saver/blob/main/docs/processors/build_output.md): Build tool output across major ecosystems.
- [docker](https://github.com/ppgranger/token-saver/blob/main/docs/processors/docker.md): Docker CLI and Docker Compose output.
- [kubectl](https://github.com/ppgranger/token-saver/blob/main/docs/processors/kubectl.md): kubectl and oc (OpenShift) commands.
- [terraform](https://github.com/ppgranger/token-saver/blob/main/docs/processors/terraform.md): Terraform and OpenTofu commands.
- [cargo](https://github.com/ppgranger/token-saver/blob/main/docs/processors/cargo.md): Rust's cargo build system.
- [cargo_clippy](https://github.com/ppgranger/token-saver/blob/main/docs/processors/cargo_clippy.md): Rust clippy lint output.
- [go](https://github.com/ppgranger/token-saver/blob/main/docs/processors/go.md): Go toolchain commands.
- [maven_gradle](https://github.com/ppgranger/token-saver/blob/main/docs/processors/maven_gradle.md): Maven and Gradle build output.
- [python_install](https://github.com/ppgranger/token-saver/blob/main/docs/processors/python_install.md): Python package installation output (pip).
- [package_list](https://github.com/ppgranger/token-saver/blob/main/docs/processors/package_list.md): pip list, npm ls, and other package listing commands.
- [helm](https://github.com/ppgranger/token-saver/blob/main/docs/processors/helm.md): Helm CLI output for chart management.
- [ansible](https://github.com/ppgranger/token-saver/blob/main/docs/processors/ansible.md): ansible-playbook and ansible command output.
- [cloud_cli](https://github.com/ppgranger/token-saver/blob/main/docs/processors/cloud_cli.md): aws, gcloud, az and other cloud provider CLIs.
- [gh](https://github.com/ppgranger/token-saver/blob/main/docs/processors/gh.md): GitHub CLI (gh) output.
- [db_query](https://github.com/ppgranger/token-saver/blob/main/docs/processors/db_query.md): Database query result output.
- [jq_yq](https://github.com/ppgranger/token-saver/blob/main/docs/processors/jq_yq.md): Large JSON/YAML output from jq and yq.
- [network](https://github.com/ppgranger/token-saver/blob/main/docs/processors/network.md): HTTP client output (curl, wget).
- [search](https://github.com/ppgranger/token-saver/blob/main/docs/processors/search.md): grep, find, ripgrep output.
- [file_listing](https://github.com/ppgranger/token-saver/blob/main/docs/processors/file_listing.md): Directory listing commands (ls, tree, find).
- [file_content](https://github.com/ppgranger/token-saver/blob/main/docs/processors/file_content.md): Content-aware compression for file viewing commands.
- [ssh](https://github.com/ppgranger/token-saver/blob/main/docs/processors/ssh.md): Non-interactive SSH and SCP output.
- [structured_log](https://github.com/ppgranger/token-saver/blob/main/docs/processors/structured_log.md): JSON Lines log output from log tailing tools.
- [syslog](https://github.com/ppgranger/token-saver/blob/main/docs/processors/syslog.md): journalctl and dmesg output.
- [system_info](https://github.com/ppgranger/token-saver/blob/main/docs/processors/system_info.md): Disk and file counting commands.
- [env](https://github.com/ppgranger/token-saver/blob/main/docs/processors/env.md): Environment variable listing commands.
- [generic](https://github.com/ppgranger/token-saver/blob/main/docs/processors/generic.md): Fallback processor for unrecognized commands.

## Optional

- [Custom Processors Guide](https://github.com/ppgranger/token-saver/blob/main/examples/custom_processor/README.md): How to write and register your own processor.
- [Contributing](https://github.com/ppgranger/token-saver/blob/main/CONTRIBUTING.md): Development setup, test suite, PR conventions.
- [License](https://github.com/ppgranger/token-saver/blob/main/LICENSE): Apache-2.0.