5 results
DeepSeek Harness (DSH) local-first cross-session project memory: bounded cache-friendly Hot Memory, BM25 recall/cache, provenance, lifecycle and bilingual Web GUI; no embeddings, external service or bundled runtime dependencies.
Task planning with experience muscle-memory for DeepSeek Harness: condition-reflex recall of past solutions + LLM-driven capability matching + auto-persisted lessons. Zero keys, zero hard-coded paths.
Solve the AI goldfish brain: a personal memory layer for DeepSeek Harness — preferences, project conventions, workflows, and error lessons, stored locally as auditable, evidence-backed Markdown/JSON. 解决 AI 金鱼脑：偏好、项目约定、工作方式与纠错教训的本地可审计记忆层。
Configurable user-confirmed lessons that help DeepSeek Harness avoid repeating mistakes.
记忆审计技能:对 AI agent 的记忆文件(MEMORY.md/LESSONS.jsonl/规则库)做静态体检,扫出越界宣称(已达 AGI/最强/100% 成功)、无证据完成声明、重复条款;报告是候选不是判决,每条带行号与原文供人工复核。适用:审计自己或他人的 agent 记忆、季度记忆体检、向团队展示记忆质量时。