@astudioplus/compressor

compressor

Token optimization for AI coding agents. Two parts you install: mode-switchable instruction packs (full / optimized / slim) for Claude Code, GitHub Copilot, Cursor, OpenCode, and AGENTS.md-reading agents, and tool-output compression hooks that shrink file reads and command output before they enter the model's context. Every optimization is benchmarked against real agent sessions before it ships — current measured numbers, methodology, and the project's mistakes live in docs/BENCHMARKING.md.

Install

Requires Node >= 20.

One-line install from GitHub (builds from source, puts compressor on your PATH):

# macOS / Linux / WSL
curl -fsSL https://raw.githubusercontent.com/anvanster/compressor/main/install.sh | bash

# Windows (PowerShell)
irm https://raw.githubusercontent.com/anvanster/compressor/main/install.ps1 | iex

Pin a tag/branch/commit with COMPRESSOR_REF (env var $env:COMPRESSOR_REF on Windows), e.g. COMPRESSOR_REF=v0.3.0.

Install the CLI globally (recommended — also enables relocatable hook commands):

npm install -g @astudioplus/compressor

Or install from source:

git clone https://github.com/anvanster/compressor.git
cd compressor
npm install
npm run build      # compiles the CLI and bundles the hook entries
npm link           # optional: puts `compressor` on your PATH

Without npm link, substitute node /path/to/compressor/dist/cli/index.js for compressor below. Note that source-checkout installs embed the absolute path of the clone in hook commands — don't move the directory after running init (re-run init if you do).

Quickstart

Claude Code

cd your-project
compressor init                      # claude-code, mode optimized, project scope
compressor status
compressor set-mode slim             # switch modes
compressor set-mode full             # removes everything — a true baseline

What init installs at project scope:

• .claude/output-styles/compressor-<mode>.md — the instruction pack as an output style (system prompt, cache-friendly)
• .claude/settings.json — outputStyle set to compressor-<mode> (a pre-existing foreign outputStyle is stashed and restored on uninstall)
• .claude/settings.local.json — the PostToolUse hook entry (matcher Read|Bash|Grep|Glob). It carries a machine-specific absolute path, so it goes in the conventionally gitignored local file, never the shared settings.json

With --global everything goes to ~/.claude/ instead, hook included in ~/.claude/settings.json. Changes take effect on the next session (/clear or a new session).

GitHub Copilot

compressor init --agent copilot              # project: instructions + hook
compressor init --agent copilot --global     # machine-wide hook only (Copilot CLI)

Project scope installs a marked section in .github/copilot-instructions.md plus a postToolUse hook config at .github/hooks/compressor.json. Global scope installs the hook to ~/.copilot/hooks/compressor.json ($COPILOT_HOME honored) — instructions have no user-global mechanism in Copilot, so global is hook-only.

The honest caveat (also shown by compressor status): with an absolute-path install, compression is effective in Copilot CLI on this machine only — the cloud agent and teammates who pull a committed .github/hooks/compressor.json get a fail-open no-op, and the VS Code IDE surface does not execute hook files at all (instructions still apply there). With a global npm install, init writes relocatable commands (compressor-copilot-hook --mode <m>) that work on any machine where the package is on PATH. Copilot postToolUse is fail-open by platform design, so a dead command never blocks the agent.

Cursor

compressor init --agent cursor

Installs .cursor/rules/compressor.mdc (alwaysApply: true). A legacy .cursorrules file gets a marked section only if it already exists — it is never created. Instructions only: Cursor's hooks can replace MCP tool output but not built-in Read/Shell output, so the compression half of compressor does not apply.

AGENTS.md

compressor init --agent agents-md

Upserts a marked section in AGENTS.md, read natively by Cursor, Copilot, Codex, Windsurf, OpenCode and others. Claude Code does not read AGENTS.md (use the claude-code adapter). Instructions only — no hook mechanism exists through this file.

OpenCode

compressor init --agent opencode            # project: .opencode/plugins/compressor.js
compressor init --agent opencode --global   # machine-wide: ~/.config/opencode/plugins/
compressor init --agent agents-md           # instructions (OpenCode reads AGENTS.md natively)

Installs an in-process compression plugin: OpenCode's tool.execute.after hook mutates tool output directly (no subprocess — the cheapest hot path of any integration). Plugins load at startup; restart any running opencode session. Instructions come via the agents-md adapter.

Multiple agents in one go: compressor init --agent claude-code copilot agents-md opencode.

Support matrix

Agent	Instruction pack	Compression hook	Global scope
claude-code	yes (output style)	yes (PostToolUse) 1	yes (style + hook)
copilot	yes (project only)	yes — Copilot CLI 2	hook only 3
cursor	yes (.mdc rules)	no 4	no (per-project standard)
agents-md	yes (marked section)	no	no (per-project standard)
opencode	via agents-md (OpenCode reads AGENTS.md natively)	yes — in-process plugin 5	yes (~/.config/opencode/plugins)

Modes

Mode	Instructions	Tool-output compression
full	none — set-mode full removes every compressor artifact and the hook, giving a true baseline rather than "empty instructions present"	none (passthrough)
optimized	answer-first output discipline plus context discipline (targeted reads, no re-reads, no tool-output echo) — 11 atoms	tier 1 structural (ANSI strip, blank-run collapse, repeated-line dedupe, recoverable truncation at ~5,000 est. tokens) + comment-strip above ~2,000 est. tokens; output below ~600 est. tokens is never touched
slim	optimized plus code-first responses under a hard ~10% explanation budget — 12 atoms	tiers 1–2 (skeleton view above ~6,000 est. tokens) plus log-aware filtering (test failures + summary, build errors) above ~800 est. tokens; touch floor ~300

Every omission is marked, sized, and recoverable — truncation markers state the exact Read offset/limit to retrieve the omitted lines, line numbers are never renumbered, and targeted reads (explicit offset/limit) pass through untouched. The hook is fail-open: any error means the original output passes through unchanged.

What the savings look like

A repetitive command output, compressed by the hook before the model sees it. A 402-line build log becomes 4 lines; the marker tells the model what was collapsed:

[INFO] building module graph... ok
[compressor: previous line repeated 399 more times]
FAIL: type error in engine.ts
Error: exit 1

A large file read, truncated recoverably. A 916-line file keeps its head and tail; the omitted middle is one marker line carrying the exact retrieval instruction, and original line numbers are preserved so edits and navigation still work:

   354→  max: 100,
[compressor: lines 355-916 omitted (~4749 est tokens) — Read src/telemetry.mjs with offset=355 and limit=562 to retrieve]
   356→  let mask = 0;

Your accumulated savings, from the live ledger. Every worthwhile compression in a real session (at least 200 chars and 10% saved) appends one privacy-safe event — sizes and transform ids only, never paths or content:

$ compressor savings --by tool
saved 127,041 chars (exact) ≈ 36,300 tokens (estimated — cheap estimator, not billable counts) · last 30 days
events: 8 (last 30 days)

by tool:
  bash  ████████████████████████████████████████  ≈ 35,162 tok
  read  █                                         ≈ 1,138 tok

compressor savings --html report.html writes a self-contained report (inline SVG, no JS, no network). Kill switch: COMPRESSOR_NO_LEDGER=1.

Benchmarked effect sizes (real agent sessions, success-checked): the hook cut context volume −16% on log-heavy work, and the instruction packs cut conversational output −10% to −79% depending on conversation type, with zero measured quality loss. Effects are domain-specific — full numbers, distributions, run ids, and caveats in docs/BENCHMARKING.md.

CLI reference

Command	What it does	Key flags (defaults)
init	install the instruction pack + hook for the given agents	--agent <name...> (claude-code), --mode optimized|slim (optimized), --global, --dry-run, --hook-command auto|absolute|relocatable (auto: PATH-based compressor-hook commands when npm-installed with the bins on PATH; absolute dev-build paths in source checkouts)
set-mode <full|optimized|slim>	switch mode; full removes all compressor artifacts (true baseline)	--agent <name...> (claude-code), --global, --dry-run, --hook-command (as init)
status	show installation state per agent — derived from files and markers, no state file to drift	--global
uninstall	remove all compressor-owned artifacts	--agent <name...> (claude-code), --global, --dry-run
compress	compress stdin to stdout via the engine; stats on stderr	--mode (optimized), --kind read|bash|search|other (other), --file-path <path>, --marker-style plain|deterrent|informative
count <file...>	token counts per file — estimated by default	--exact (Anthropic count_tokens, needs ANTHROPIC_API_KEY), --model (claude-sonnet-4-6)
stats	aggregate actual token usage from Claude Code transcripts	--project <path> (cwd), --since (30d)
savings	show what the compression hook saved (live ledger, estimated tokens)	--since (30d, or all), --by day|tool|mode (day), --html <path>, --ledger-dir <dir>
hook post-tool-use	Claude Code PostToolUse protocol entry: payload on stdin, updated output on stdout	--mode (optimized), --marker-style, --recovery-budget <n|off> (overrides COMPRESSOR_RECOVERY_BUDGET/COMPRESSOR_NO_RECOVERY_BUDGET)
hook copilot-post-tool-use	Copilot postToolUse protocol entry: payload on stdin, modifiedResult JSON on stdout	--mode (optimized), --marker-style, --recovery-budget <n|off>

Installed hooks run as the dedicated bins compressor-hook / compressor-copilot-hook (the bundled entries directly — no CLI startup on the hot path); the compressor hook … subcommands exist for protocol testing.

The benchmarking commands (compressor benchmark, compressor report) are a from-source feature for measuring compressor itself — documented in docs/BENCHMARKING.md.

Seeing your savings

Three views, deliberately not conflated:

• compressor savings — the live ledger (see the example above). Token numbers here are estimates from a cheap chars/3.5 estimator and are labelled as such; chars are exact. The ledger is fail-open — a broken ledger never breaks your agent.
• compressor stats — raw token usage aggregated from your local Claude Code transcripts (the authoritative usage fields). Currently shows usage totals, not a before/after comparison.
• Benchmarks — the measured before/after numbers, from real headless agent sessions with success checks: docs/BENCHMARKING.md.

Limitations

Stated plainly, because the alternative is users discovering them:

• Copilot compression runs in Copilot CLI (and conditionally the cloud agent), never the IDE. Relocatable installs (global npm) work for teammates who install the package; the cloud agent additionally needs the config on the default branch and the package in its environment. The Copilot IDE surface runs no hook files at all.
• Cursor and AGENTS.md get instructions only. No mechanism exists to rewrite built-in tool output there.
• Compression pays where output is redundant (logs, repeated lines) and can cost where it is dense (code). The measured hook effect is −16% context on log-heavy work, ~0 on moderate output, and slightly negative on dense code files where the model re-reads truncated content — see docs/BENCHMARKING.md. The recovery-read budget (first 3 targeted re-reads pass through, further ones are compressed; COMPRESSOR_RECOVERY_BUDGET tunes, COMPRESSOR_NO_RECOVERY_BUDGET=1 disables) bounds the re-read cost; its behavioral effect is not yet benchmarked.
• The OpenCode plugin is doc-verified, not yet live-verified against a running OpenCode install — compressor status says so until it is.

Further reading

• Benchmarks and measured results: docs/BENCHMARKING.md — current numbers with run ids, how to run the harness, auth modes, and safety rails.
• Methodology and run record: docs/MEASUREMENTS.md — the full experimental record, including the retracted first corpus and what it taught.
• Architecture: docs/ARCHITECTURE.md — engine tiers, adapter contracts, hook protocols, and the design decisions behind them.

License

MIT — see LICENSE.

Footnotes

• At project scope the hook entry lives in .claude/settings.local.json because it embeds a machine-specific absolute path (npm installs with the bins on PATH get relocatable compressor-hook commands instead). ↩

• Absolute-path installs work on this machine only; relocatable installs (global npm) work wherever the package is on PATH. The VS Code IDE runs no hook files. ↩

• ~/.copilot/hooks/compressor.json, loaded by Copilot CLI only; Copilot has no user-global instructions mechanism. ↩

• Cursor postToolUse can replace MCP tool output only; built-in Read/Shell output cannot be rewritten. ↩

• OpenCode plugins run in-process (tool.execute.after mutates the tool output string directly) — no subprocess on the hot path. The plugin file format is doc-verified against opencode.ai and the sst/opencode source; not yet live-verified against a running OpenCode install, and status says so. ↩