MakerAi: Instructions file for Claude Code

CLAUDE.md

MakerAi CLAUDE.md is an instructions file for Claude Code from gustavoeenriquez/MakerAi. It costs 7,887 tokens per session, scanned A, original, MIT.

Project instructions for an AI coding agent working on MakerAI, a Delphi framework for connecting applications to language models and related AI services.

In plain words
What is it for?
Orienting an agent in the repository and guiding work on its language-model integrations, retrieval systems, agents, monitoring, safety controls, and protocol support.
Why use it?
They explain the project's architecture, supported Delphi versions, libraries, and key development requirements before code is changed.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions CLAUDE.md; mentions Claude Code.

This is gustavoeenriquez/MakerAi's own configuration. It tells Claude Code how to work on MakerAi itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything MakerAi configures →

Reuse

Borrowing it

Nothing to install: this file belongs to gustavoeenriquez/MakerAi. 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/gustavoeenriquez/MakerAi/master/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/gustavoeenriquez/MakerAi

Made for: Claude Code.

Wrote this? Show the measurements

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Per session 7,887 This file is loaded in full into every session.
When invoked 7,887 The same file — it is already loaded in full.
Security scan A 1 finding. 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.07887 $0.07887
Opus 5.5 $0.03155 $0.03155
Sonnet 5.5 $0.01577 $0.01577
Haiku 4.5 $0.00789 $0.00789

Measured 1mo ago against content hash fec38773d7c2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

MakerAi CLAUDE.md scanned grade A with 1 finding 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 1mo 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

# Test via curl
CLAUDE.md · 464 lines

How it starts

The opening of the file, as written. The whole thing — 464 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project Overview

MakerAI is an AI orchestration framework for Delphi developers (v3.9). It provides components for integrating multiple LLM providers (OpenAI, Claude, Gemini, Ollama, Groq, DeepSeek, Kimi, GLM/Z.ai, Qwen/Alibaba, Grok, Mistral, Cohere, LM Studio, GenericLLM), RAG systems (vector and graph-based), MCP servers/clients, A2A agent interoperability, autonomous agents, observability, guardrails and native ChatTools into Delphi applications. Supports Delphi 10.4 Sydney through 13 Florence (limited: 10.4 Sydney; full support: 11 Alexandria+).

v3.9 highlights (oct 2026): OpenAI GPT-Live (TAiOpenAiLiveChat, voz full-duplex que escucha mientras habla y delega el razonamiento a un modelo Responses o a cualquier TAiChatConnection; demo 092 con RAG por MCP); Jev con modelos locales de Ollama (/v1/systemone: nimble, Clef con imágenes; Url en los adaptadores, precio 0 fuera de TypeSafe); 3 fugas de memoria corregidas (servidor MCP en cada tools/list, cliente MCP en Initialize, TAiRealtimeFactory); TAiMCPServer.BindAddress; íconos de paleta para los 108 componentes; demo 037 sobre PostgreSQL. Cambios de comportamiento (3): audio de OpenAI por defecto gpt-transcribe/gpt-4o-mini-tts (whisper-1 y tts-1 se apagan), IAiMCPTool.GetInputSchema devuelve un objeto del que llama (afecta tools MCP propias que devolvían un campo guardado) y el driver Responses ahora respeta Max_Tokens. Deprecados de OpenAI marcados con fecha de apagado. MAKERAI_API_LEVEL = 39.

v3.8 highlights (sep 2026): Jev (TypeSafe AI) para decisiones calibradas sin pasar por un LLM (enrutar agentes, SmartDispatch, guardrails de tools y de entrada, evals, rerank RAG con filtro de inyecciones, etiquetado masivo, enrutador de modelos, medición de consumo); driver Qwen (Alibaba) completo; skills en formato SKILL.md (TAiSkills con use_skill bajo demanda para cualquier chat, TAiSkill/TLLMNode arreglados, parser y cliente PPM comunes); Computer Use en Linux. Cambios de comportamiento (6): TLS verificado en POSIX (rompe endpoints autofirmados sin InsecureSkipVerify), IAiMemoryStorage exige el namespace (issue #127, rompe storages propios), Gemini ya ejecuta funciones de usuario, Model vacío usa los parámetros del modelo por defecto TLLMNode.DriverName vacío por defecto y tool_choice forzado solo en la primera llamada (antes loop sin fin). Defaults revisados: Gemini gemini-3.8-flash, OpenAI gpt-6-sol, Claude sigue en claude-haiku-4-5. MAKERAI_BREAKING_CHANGE = True.

Read the full file on GitHub · 464 lines

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. 1mo ago Changed · +4 lines · +384 tokens per session fec38773d7c2
  2. 1mo ago Changed · +4 lines · +367 tokens per session 4d423fe14595
  3. 1mo ago Changed · +2 lines · +156 tokens per session e8dd369206c1
  4. 2mo ago First seen · 454 lines · 6,980 tokens per session scan A 8039ed84beb5

Subscribe to this mod's changes

MakerAi CLAUDE.md is an instructions file published in the GitHub repository gustavoeenriquez/MakerAi (217 stars, last pushed yesterday), licensed MIT. It adds 7,887 tokens to every session, about $0.0315 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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