dsh-honcho

Every time a DeepSeek Harness session ends, the context is gone. dsh-honcho changes that by giving dsh durable, cross-session memory powered by Honcho - what you are building, how you prefer to work, and the technical decisions you made last week and why. It reads the same ~/.honcho/config.json as claude-honcho and codex-honcho, so one config file governs every integration, and pointing them at the same Honcho workspace merges their memories automatically.

Three layers do the heavy lifting. At session start the plugin injects your peer profile, a running project summary, and the derived conclusions most relevant to the current prompt, all in a single API call that refreshes as you work. In the background it captures every user and assistant turn, debounces writes, flushes at turn boundaries and before compaction, and redacts secrets before anything reaches Honcho. At the model level it exposes three tools: honcho_search for querying both raw messages and derived conclusions, honcho_chat for slow, reasoning-heavy questions over everything Honcho knows, and honcho_remember for persisting a fact, preference, or decision. Session strategies from per-directory to git-branch let you tune memory granularity to match your project layout.

Built for solo developers and small teams who live in DeepSeek Harness. If you already feed context into claude-honcho or codex-honcho, dsh-honcho slots into the same Honcho workspace with zero extra configuration. No server to run - a single API key is enough, and self-hosted Honcho works just the same.