Dsh Plugin Save Token

Key features

• In one sentencea DeepSeek Harness (dsh) dynamic plugin that cuts token cost without cutting model intelligence.
• The bulk of agentic-session cost is tool output that keeps re-entering the context: large JSON from APIs, CLI tables, logs.
• Byte gatecompressed ≤ 72% of the original (keepRatioMax=0.72, more conservative than the RCT-validated 0.5), and absolute savings ≥500B
• The same 40KB price table may be billed again on every conversation turn.
• But blunt truncation degrades intelligence: research shows that even with perfect retrieval, merely padding the context with irrelevant content drops accuracy by 13.9–85% (curated in "Context Length Alone Hurts")