auto

auto is a command for coding agents from Kemetra/Seshat-BI. It costs 11 tokens per session (183 once invoked), scanned A, original, Apache-2.0.

A command that runs Seshat BI’s governed readiness workflow one approved action at a time until it reaches a human decision. Seshat BI is a business-analytics project with required stages and approval gates.

In plain words
What is it for?
Use it to advance Seshat BI setup and data work, rerun checks, and prepare unresolved decisions for human review.
Why use it?
It keeps automated work within the project’s rules and stops before an agent makes an approval or business decision on its own.

Command

Part of the seshat-bi plugin — 24 commands shipped together

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/kemetra/seshat-bi/auto
Clone the repo
git clone --depth 1 https://github.com/Kemetra/Seshat-BI

Or install seshat-bi, the plugin that ships this one along with the rest of its 24 commands.

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 auto

README.md
[![agentmods](https://agentmods.dev/badge/commands/kemetra/seshat-bi/auto.svg)](https://agentmods.dev/commands/kemetra/seshat-bi/auto)
Your own site
<a href="https://agentmods.dev/commands/kemetra/seshat-bi/auto"><img src="https://agentmods.dev/badge/commands/kemetra/seshat-bi/auto.svg" alt="Measured on agentmods" height="20"></a>
Per session 11 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 183 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 $0.00011 $0.00183
Opus 5 $0.00005 $0.00092
Sonnet 5 $0.00002 $0.00037
Haiku 4.5 $0.00001 $0.00018

Measured yesterday against content hash 27457cafdb06, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

auto 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 yesterday.

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.

distribution/bundle-templates/claude/commands/auto.md · 15 lines

What it actually says

Load the seshat-bi skill and run its governed agent-driven loop. Each iteration: obtain the one allowed next action (prefer the MCP governor's seshat_get_next_action when wired, else the installed seshat next --format agent), perform exactly that one action, then re-run seshat check and report what changed. Repeat until the next action is a named-human decision: package it for review (seshat_prepare_approval_request when the governor is wired) and STOP with the concrete blockers. Never grant an approval, skip or route around a blocked gate, invent a mapping or metric meaning, or emit a readiness/confidence score. If seshat is unavailable, stop and explain the install step instead of simulating the loop.

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. yesterday First seen · 15 lines · 11 tokens per session scan A 27457cafdb06

Subscribe to this mod's changes

auto is a command published in the GitHub repository Kemetra/Seshat-BI (2 stars, last pushed 2d ago), licensed Apache-2.0. It adds 11 tokens to every session and 183 once invoked, about $0.0001 per session on Opus 5. 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 2026-09-03.