context-compressor

Reduce content by 70% — preserve critical information, discard repetition and noise. Target: compressed output should be 30% of original size with preserved information density.

| Conversation history | User/assistant message pairs | | Code file | Function/class structures, syntax | | Research results | URLs, source references, data points | | Meeting notes / document | Headers, bullet lists, decisions |

Discard: Greetings, acknowledgments ("OK", "Got it", "Thanks"), repeated explanations, intermediate reasoning that contradicts the final conclusion.

將長對話歷史記錄、大型程式碼檔案、研究結果和文件壓縮 70%，而不會遺失關鍵資訊。當上下文視窗填滿、匯總多步驟任務中的先前步驟時、將大檔案載入到上下文之前或「匯總」、「壓縮」、「減少上下文」、「儲存令牌」時觸發。 來源：fatih-developer/fth-skills。