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CircleAI.Memory 1.3.0

Circle AI — 10-Language SDK

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The portable core of the Circle AI companion stack. Runs natively alongside every Aether Protocol node — wearable, phone, IoT, HarmonyOS — with no FFI overhead and no runtime bridging.

Portable Core (8 modules)

Language Quickstart

C# (.NET)

dotnet add package CircleAI.Core

using CircleAI.Memory;
using CircleAI.Languages;

var state = new AffectState();
state.ApplyPositiveSignal();
Console.WriteLine(state.Engagement); // 0.52

var lang = KnownLanguages.Zulu;
Console.WriteLine(lang.BcpTag); // "zu"

Python

pip install circle-ai-sdk

from circle_ai.memory import AffectState
from circle_ai.languages import KnownLanguages

state = AffectState()
state.apply_positive_signal()
print(state.engagement) # 0.52

reg = KnownLanguages()
print(reg.find_by_bcp_tag("zu").english_name) # Zulu

TypeScript / Node.js

npm install @bhengubv/circle-ai

import { AffectState, KnownLanguages } from '@bhengubv/circle-ai';

const state = new AffectState();
state.applyPositiveSignal();
console.log(state.engagement); // 0.52

const reg = new KnownLanguages();
console.log(reg.findByBcpTag('zu')?.englishName); // Zulu

Go

go get github.com/bhengubv/CircleAI/go

import "github.com/bhengubv/CircleAI/go"

state := circleai.NewAffectState()
state.ApplyPositiveSignal()
fmt.Println(state.Engagement) // 0.52

lang := circleai.FindLanguage("zu")
fmt.Println(lang.EnglishName) // Zulu

Kotlin (JVM)

// build.gradle.kts
implementation("com.bhengubv:circle-ai:0.1.0")

import com.bhengubv.circleai.AffectState
import com.bhengubv.circleai.KnownLanguages

val state = AffectState()
state.applyPositiveSignal()
println(state.engagement) // 0.52

println(KnownLanguages.findByBcpTag("zu")?.englishName) // Zulu

Swift

// Package.swift
.package(url: "https://github.com/bhengubv/CircleAI.git", from: "0.1.0")

import CircleAI

let state = AffectState()
state.applyPositiveSignal()
print(state.engagement) // 0.52

let reg = KnownLanguages()
print(reg.findByBcpTag("zu")?.englishName ?? "") // Zulu

Rust

# Cargo.toml
circle-ai = "0.1.0"

use circle_ai::memory::AffectState;
use circle_ai::languages::KnownLanguages;

let mut state = AffectState::default();
state.apply_positive_signal();
println!("{}", state.engagement); // 0.52

let lang = KnownLanguages::find_by_bcp_tag("zu").unwrap();
println!("{}", lang.english_name); // Zulu

C (CMake)

# CMakeLists.txt
FetchContent_Declare(circle_ai
 GIT_REPOSITORY https://github.com/bhengubv/CircleAI.git
 GIT_TAG v0.1.0
 SOURCE_SUBDIR c
)
FetchContent_MakeAvailable(circle_ai)
target_link_libraries(my_app circle_ai)

#include "circle_ai/circle_ai.h"

ca_affect_state_t s = ca_affect_state_default();
ca_affect_state_positive_signal(&s);
printf("%.2f\n", s.engagement); /* 0.52 */

const ca_language_tag_t* zu = ca_find_language("zu");
printf("%s\n", zu->english_name); /* Zulu */

Android (Kotlin)

// build.gradle.kts
implementation("com.bhengubv:circle-ai-android:0.1.0")

import com.bhengubv.circleai.AffectState
import com.bhengubv.circleai.KnownLanguages

val state = AffectState()
state.applyPositiveSignal()
Log.d("CircleAI", "Engagement: ${state.engagement}") // 0.52

HarmonyOS / ArkTS

// oh-package.json5
"dependencies": { "@bhengubv/circle-ai": "^0.1.0" }

import { AffectState, KnownLanguages } from '@bhengubv/circle-ai';

const state = new AffectState();
state.applyPositiveSignal();
console.log(state.engagement); // 0.52

AffectState — Cross-Language Math

All 10 implementations produce identical float results (ε ≤ 1e-5).

Test vectors in (12 vectors). Validated by CI across all 10 languages.

Languages Registry (20 BCP-47 tags)

zu · st · af · sw · ha · am · yo · ig · xh · nso · tn · so · om · ar · en · pt · fr · es · zh · hi

Repository Layout

CircleAI/
├── src/ C# reference implementation (CircleAI.*)
├── tests/ C# test suite
├── fixtures/ Cross-language test vectors (JSON)
├── docs/ CONTRACTS.md · MEMORY_SPEC.md · COMPANION_SPEC.md
├── android/ Kotlin/Android library
├── c/ Pure C99, CMake
├── go/ Go module
├── harmonyos/ ArkTS, OpenHarmony
├── kotlin/ Kotlin/JVM
├── python/ Python 3.12+
├── rust/ Rust, Cargo
├── swift/ Swift 5.9+, Swift Package Manager
└── typescript/ TypeScript, npm

CI

License

MIT