XZDYM/dsh-experience-flywheel

README 摘要

dsh-experience-flywheel · DSH 经验飞轮插件 Give your DeepSeek Harness agent a cross-session "muscle memory": it automatically queries past lessons before each step and injects hits, automatically verifies claimed file writes, and wraps deterministic exit-1 gate scripts (plan-gate / close-gate / verify-claims) as slash commands. 给 DeepSeek Harness agent 装上跨会话"经验肌肉记忆":每轮动手前 自动 查经验并注入命中， 写完文件 自动 校核"声称写了"是否真写了,并把确定性的 exit-1 闸门脚本 (plan-gate / close-gate / verify-claims)包成 slash 命令。 Status: v0.1.0 released — see DESIGN.md. Why / 为什么造它 Pure-text LLM agents wake up fresh every session: yesterday's pitfalls, preferences, decisions are gone. This plugin turns "learn from experience" from "hope the model remembers" into server-side automation : the agent/pre-step middleware runs the experience query every turn without the model choosing to , the same seam dsh-repeat-tool-reminder already uses. How / 怎么工作 - ctx.on("agent/pre-step") → auto query store, inject top-K hits as a system message. - ctx.on("tools/post-execute") → after file-write tools, auto-run verify-claims . - Claims hygiene (F2) : per-agent claimed-write set is bounded — verified paths are removed after a PASS, capped at maxClaimsPerAge…

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