Files
gpt/src/ai_interpreter.rs
Claude a235f42c61 Major refactor: Switch to complete local operation
- Remove external AI API dependency (no more OpenAI/Claude API calls)
- Claude Code now does all interpretation and scoring locally
- Zero cost: No API fees
- Complete privacy: No data sent to external servers
- Simplified dependencies: Removed openai crate and ai-analysis feature

Changes:
- ai_interpreter.rs: Simplified to lightweight wrapper
- Cargo.toml: Removed ai-analysis feature and openai dependency
- mcp/base.rs: Updated create_memory_with_ai to accept interpreted_content and priority_score from Claude Code
- memory.rs: Added create_memory_with_interpretation() method
- Documentation: Updated README, QUICKSTART, USAGE to reflect local-only operation
- Added CHANGELOG.md to track changes

How it works now:
User → Claude Code (interprets & scores) → aigpt (stores) → game result

Benefits:
 完全ローカル (Fully local)
 ゼロコスト (Zero cost)
 プライバシー保護 (Privacy protected)
 高速 (Faster - no network latency)
 シンプル (Simpler - fewer dependencies)
2025-11-05 15:55:59 +00:00

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use anyhow::Result;
/// AIInterpreter - Claude Code による解釈を期待する軽量ラッパー
///
/// このモジュールは外部 AI API を呼び出しません。
/// 代わりに、Claude Code 自身がコンテンツを解釈し、スコアを計算することを期待します。
///
/// 完全にローカルで動作し、API コストはゼロです。
pub struct AIInterpreter;
impl AIInterpreter {
pub fn new() -> Self {
AIInterpreter
}
/// コンテンツをそのまま返すClaude Code が解釈を担当)
pub async fn interpret_content(&self, content: &str) -> Result<String> {
Ok(content.to_string())
}
/// デフォルトスコアを返すClaude Code が実際のスコアを決定)
pub async fn calculate_priority_score(&self, _content: &str, _user_context: Option<&str>) -> Result<f32> {
Ok(0.5) // デフォルト値
}
/// 解釈とスコアリングを Claude Code に委ねる
pub async fn analyze(&self, content: &str, _user_context: Option<&str>) -> Result<(String, f32)> {
Ok((content.to_string(), 0.5))
}
}
impl Default for AIInterpreter {
fn default() -> Self {
Self::new()
}
}