Project · Knowledge system
Personal Knowledge System
A layered local knowledge system that separates immutable source records, reusable knowledge and AI-readable operating guidance.
Chat memory is not a knowledge system
AI conversations are fast, but sources, corrections and decisions often disappear with the session. This project keeps immutable raw records, reusable knowledge and operating rules as separate layers, with every synthesis pointing back to its source.
Keep source, synthesis and control separate
Raw records cannot be replaced by summaries; AI proposes rather than silently rewrites; routine queries are read-only; and audits check source drift, not only file formatting.
A record becomes reusable without replacing its source
New material is preserved unchanged before any synthesis is proposed. Only human-approved updates enter the knowledge layer; retrieval and source-drift checks remain separate operations.
Sixty-nine maintained pages remain traceable
Sixty-nine maintained knowledge pages can be reused across tools while retaining a route back to dated source records.
Evidence behind the case
The related Chinese article explains why the knowledge layer must remain independent from any one AI tool. Its English edition is still pending review.