gum-gain

gum-gain is a command for coding agents from ehmo/gum. It costs 0 tokens per session (319 once invoked), scanned A, original, MIT.

A command that reports cumulative token-savings statistics from a local ledger or replays prepared test fixtures.

In plain words
What is it for?
Use it to view totals, group results by operation, filter by time, or replay gain fixtures in JSON or TOON format.
Why use it?
It shows how much token use has been saved and lets developers test the statistics against known examples.

Command

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add commands/ehmo/gum/gum-gain
Clone the repo
git clone --depth 1 https://github.com/ehmo/gum

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for gum-gain

README.md
[![agentmods](https://agentmods.dev/badge/commands/ehmo/gum/gum-gain.svg)](https://agentmods.dev/commands/ehmo/gum/gum-gain)
Your own site
<a href="https://agentmods.dev/commands/ehmo/gum/gum-gain"><img src="https://agentmods.dev/badge/commands/ehmo/gum/gum-gain.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 319 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00000 $0.00319
Opus 5 $0.00000 $0.00160
Sonnet 5 $0.00000 $0.00064
Haiku 4.5 $0.00000 $0.00032

Measured 5d ago against content hash 77c4660fd7cf, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

gum-gain scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

docs/commands/gum-gain.md · 34 lines

What it actually says

gum gain

Generated from gum schema --json. Do not edit this page by hand; run make docs-commands.

Print cumulative gain (token-savings) stats from the local ledger, or replay a fixture set with --fixture-replay.

Usage

gum gain [flags]

Parent

Flags

Flag Type Default Help
--by-op bool false Aggregate gain by op_id
--fixture-replay bool false Replay fixtures from testdata/fixtures/gain-replay
--format string toon Output format for --fixture-replay only (json|toon); ignored otherwise
--since string Filter ledger entries with ts >= since (RFC3339 UTC)
--until string Filter ledger entries with ts <= until (RFC3339 UTC)
--log-format string json Log format: json|text
--log-level string info Log level: debug|info|warn|error (overrides GUM_LOG_LEVEL)
--profile string default Profile name to read/write config under

See also

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 34 lines · 0 tokens per session scan A 77c4660fd7cf

Subscribe to this mod's changes

gum-gain is a command published in the GitHub repository ehmo/gum (32 stars, last pushed 28d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 319 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.