dsh-memory-evolve

Anyone who has chatted with AI for more than a few rounds knows the feeling: it's powerful, but its memory is terrible. Switch projects, take a few days off, or open a new session—it forgets who you are and what you decided last time. dsh-memory-evolve solves this fundamental pain point by giving AIs in DSH a five-track long-term memory (user profile, global facts, project key memories, project logs, daily logs). Progress is recorded automatically every turn; important conclusions are written only after you confirm them. Switch sessions without losing context—when you continue development the next day, the AI directly references yesterday's conclusions. Memory sync keeps project knowledge consistent across your machines; if your code is public but you want your memory private, it can live in a separate repository.\n\nBut memory is just the foundation. What really shines is how the plugin upgrades AI from "a single assistant" to "a team": with one sentence you can spawn four sub-sessions (designer, frontend, backend, tester) into a collaboration room where everyone sees each other's progress, accepts assignments, and declares which files they're modifying to avoid conflicts. Heavy lifting can be delegated to external AI agents (Kimi / Codex / Grok / Hermes) running asynchronously without blocking your current session, with results automatically flowing back into memory. Internal sessions handle context-heavy iterative work, external agents handle one-shot heavy tasks, and memory, rooms, and prompts stitch them into one pipeline. Add skill self-evolution, prompt injection (so every AI follows your working methods), an infinite canvas for scattered materials, session bookmarks and branching, a session reviewer (Advisor) that quietly watches each conversation, mobile browser access, and multi-channel notifications—one person can now produce at the throughput of a small team.\n\nWho is it for? If you maintain multiple projects in parallel and often get stuck on "how did we decide that before"; if you work on two computers and don't want to re-explain everything; if you want to use AI as a team rather than a typewriter; if you're sensitive to context costs and regularly run sessions into hundreds of turns—this plugin is for you. It follows three principles: AI only proposes, you confirm; never reinvent what the official DSH already provides; internal and external agents complement each other. After installing it, your AI stops being a conversation machine with amnesia and becomes a long-term partner who actually understands your whole workflow.