numeric_audit

numeric_audit is an agent for coding agents from terancejiang/Turtle_investment_framework. It costs 0 tokens per session (1,079 once invoked), scanned A, original, no licence file.

An independent numeric-audit agent for an investment-analysis process. It reads the analysis materials except PDFs, checks five areas, assigns severity levels, and writes an audit.md report.

In plain words
What is it for?
Reviewing investment-analysis numbers, rating detected problems, and recording the audit in audit.md.
Why use it?
It helps expose numerical issues and indicate how serious they are before results are used.

Agent

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 agents/terancejiang/turtle_investment_framework/numeric_audit
Clone the repo
git clone --depth 1 https://github.com/terancejiang/Turtle_investment_framework

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 numeric_audit

README.md
[![agentmods](https://agentmods.dev/badge/agents/terancejiang/turtle_investment_framework/numeric_audit.svg)](https://agentmods.dev/agents/terancejiang/turtle_investment_framework/numeric_audit)
Your own site
<a href="https://agentmods.dev/agents/terancejiang/turtle_investment_framework/numeric_audit"><img src="https://agentmods.dev/badge/agents/terancejiang/turtle_investment_framework/numeric_audit.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 1,079 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.01079
Opus 5 $0.00000 $0.00540
Sonnet 5 $0.00000 $0.00216
Haiku 4.5 $0.00000 $0.00108

Measured 4d ago against content hash 8ef57ef0bfdd, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

numeric_audit 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 4d 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.

shared/qualitative/agents/numeric_audit.md · 62 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 4d ago First seen · 62 lines · 0 tokens per session scan A 8ef57ef0bfdd

Subscribe to this mod's changes

numeric_audit is an agent published in the GitHub repository terancejiang/Turtle_investment_framework (349 stars, last pushed 2mo ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 1,079 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.

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