# Cristian Desivo (cristiandesivo.com)

A Python library that makes AI assistants answer only from a fixed set of pre-written replies, with no prompt injection.

- Atlas card: https://inite.ai/en/atlas/cristiandesivo.com
- Site: https://cristiandesivo.com
- For: Businesses that quote jobs by rule of thumb or spreadsheet and need consistent, explainable prices.
- Categories: dev
- Use not measured/100 · alive 100/100

## Used for

- build a quote formula from past job costs
- plan production schedules around real capacity
- turn staffing rules into weekly rosters

## Price

- no price printed, no free plan (read 2026-10-29 on https://cristiandesivo.com/problems/pricing-formula/)

## For developers

- MCP server: com.cristiandesivo/ask-a-human (namespace; open on 2026-10-29, 6 tools)
- Read 2026-10-29

## MCP server, measured daily

Server: https://cristiandesivo.com/mcp, checked every day since 2026-10-29 (5 checks).

- Answered: measuring, 5 daily checks so far
- Median first answer: 118 ms
- Sign-in: none
- Context its tool definitions take: about 1660 tokens (6 tools)
- Tool definitions: A, 100/100
- Warning "destructive_denied": send_followup
- Warning "open_writes": send_followup
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Training on your data: no (https://cristiandesivo.com/privacy)
- Read 2026-10-29

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Source: INITE Atlas, https://inite.ai/en/atlas/cristiandesivo.com. JSON: https://inite.ai/api/atlas/cristiandesivo.com. MCP: https://inite.ai/api/mcp (atlas_lookup).