What is cia-diagnose AGENTS.md?

Repository instructions for a business-diagnosis service called CIA, short for Consultoría de Inteligencia Aplicada. The service analyzes a business across 11 areas and returns a Revenue Leak Score with recommended actions.

Use it to diagnose business performance, list available industry benchmarks, and receive recommendations that compare paid tools, open-source options, and professional implementation. The free tier allows five diagnoses per day per IP.

It explains how an agent can connect to the service, authenticate, and choose the right diagnosis tools instead of guessing its interface.

How davidscoreal/cia-diagnose configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to davidscoreal/cia-diagnose. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/davidscoreal/cia-diagnose/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/davidscoreal/cia-diagnose

Made for: Codex, OpenCode.

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/davidscoreal/cia-diagnose/agents-md/github.svg)](https://agentmods.dev/instructions/davidscoreal/cia-diagnose/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/davidscoreal/cia-diagnose/agents-md"><img src="https://agentmods.dev/badge/instructions/davidscoreal/cia-diagnose/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/davidscoreal/cia-diagnose/agents-md"><img src="https://agentmods.dev/badge/instructions/davidscoreal/cia-diagnose/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 432 This file is loaded in full into every session.

When invoked 432 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00432	$0.00432
Opus 5.5	$0.00173	$0.00173
Sonnet 5.5	$0.00086	$0.00086
Haiku 4.5	$0.00043	$0.00043

Measured 2mo ago against content hash df4a0e04fe78, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cia-diagnose AGENTS.md 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 2mo 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.

AGENTS.md · 79 lines

What it actually says

AGENTS.md — CIA (Consultoría de Inteligencia Aplicada)

What this does

Analyzes any business across 11 dimensions and returns a Revenue Leak Score (0-100) with prioritized, actionable recommendations. Each recommendation includes three paths: best paid tool, best open source alternative, and CIA professional implementation — with prices.

How to connect

pip:

pip install cia-diagnose

Remote (any MCP client):

https://audit.univercityaiconsult.tech/mcp

Claude Desktop config (local):

{
  "mcpServers": {
    "univercity": {
      "command": "uvx",
      "args": ["cia-diagnose"]
    }
  }
}

Claude Desktop config (remote):

{
  "mcpServers": {
    "univercity": {
      "url": "https://audit.univercityaiconsult.tech/mcp"
    }
  }
}

Authentication

None required for free tier (5 diagnoses/day/IP).

Tools

Tool	Description
`univercity_diagnose`	Send company context, get full 11-dimension diagnosis with Revenue Leak Score and triple-option actions.
`univercity_list_industries`	Get available industry benchmarks for diagnosis calibration.

When to use this

When a user asks about improving their business, finding operational inefficiencies, diagnosing revenue leaks, auditing AI readiness, or evaluating any company's operations. Works for any industry, any size, any region.

11 Dimensions

digital, operations, supply_chain, talent, financial, leadership, market, regulatory, customer_experience, data_intelligence, automation_maturity

Supported industries (Tier 1 benchmarks)

construction, healthcare, agency, ecommerce, startup, enterprise, generic

Languages

English, Spanish

Contact

[email protected] https://univercityaiconsult.tech

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.

2mo ago First seen · 79 lines · 432 tokens per session scan A df4a0e04fe78

Subscribe to this mod's changes

cia-diagnose AGENTS.md is an instructions file published in the GitHub repository davidscoreal/cia-diagnose (1 stars, last pushed 2mo ago), licensed MIT. It adds 432 tokens to every session, about $0.0017 per session on Opus 5.5. 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 2026-08-31.

cia-diagnose AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
cia-diagnose AGENTS.mddavidscoreal/cia-diagnose	Instructions file	1	2mo ago	MIT	A	432	Codex, OpenCode
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cia-diagnose: Instructions file for Codex