kolawong/dsh-plugin-j-space

README 摘要

@custom/dsh-plugin-j-space English 中文说明 J-Space Cognition Suite (V3.6) is an inference-time cognitive control plugin designed for DeepSeek Harness (DSH) . It enhances the reasoning fidelity, context persistence, and verification discipline of LLMs (especially DeepSeek-V4-Pro / Flash and Kimi models) during complex, long-horizon tasks. 🌟 Why J-Space? During long multi-step reasoning, coding, and autonomous workflows, large language models frequently suffer from four major inference-time losses: 1. Working-Set Overload : Too many active constraints dilute attention. 2. Representation Drift : Global invariants, architectural definitions, or goals gradually mutate across steps. 3. Uncontrolled Retry : Repeating failed routes without carrying diagnostic hypotheses. 4. Premature Completion : Mistaking fluent conversational output for verified execution. J-Space turns the model's accessible working memory into a structured, actively managed internal workspace without changing model weights or requiring fine-tuning. ⚙️ 6 Core Cognitive Mechanisms Module Mechanism Impact : : : Broadcast Hub Shared constraints derived once and broadcast Prevents cross-file & cross-step representation drift …

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