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lythoskill-dreaminglisted

夜有所梦 — project memory consolidation. Daily (scribe) captures raw experience, weekly extracts patterns and anomalies, dreaming consolidates the accumulated memory into SSOT. External review via ZK subagent (the same de facto standard pattern used by Hermes Curator's forked-agent review), with cross-model validation via arena for critical docs.
lythos-labs/lythoskill · ★ 2 · AI & Automation · score 78
Install: claude install-skill lythos-labs/lythoskill
# Dreaming — 夜有所梦 > 日有所思(daily + weekly),夜有所梦(dreaming → SSOT)。 > Scan → Consolidate → ZK Validate. Extract the "currently true" from scattered docs. ## The Project's Memory System Project documentation works like human memory: | Layer | Tool | What it does | |-------|------|-------------| | **日有所思** — 经历 | `scribe daily` | Raw session capture: what was done, what was decided, what went wrong | | **日有所思** — 复盘 | `scribe weekly` | Cross-session pattern extraction: core threads, anomalies, docs now stale | | **夜有所梦** — 巩固 | `dreaming` | Memory consolidation: extract "currently true" from accumulated docs → SSOT | Daily 不是流水账,weekly 不是 daily 的汇总。Daily 是 session 级 raw experience,weekly 是跨 session 的模式识别(core_thread、anomaly、docs_now_stale)——本质上是在反腐:发现漂移、标记腐烂、追踪 gap 收敛。Dreaming 是在积累了足够的 daily + weekly 之后,把分散在 wiki/ADR/daily 中尚未腐烂的有效信息提取为 SSOT——就像睡眠中大脑把短期记忆巩固为长期记忆。 ## 第一原理 这个模式是我们从 document rot 出发,从自己的 weekly 实践中自然长出来的。Weekly 已经在做反腐——跨 session 检测 anomalies、标记 docs_now_stale、追踪 gap 收敛。Dreaming 是 weekly 的自然延伸:weekly 发现了什么在腐烂,dreaming 把还没腐烂的提取出来固化。 听说过 Hermes Curator 的 dreaming 机制,觉得我们在做的事类似,发起了田野调查——果然,独立交叉对到同一个答案。然后正确迁移到了项目文档管理场景。田野调研见 [`references/hermes-dreaming-field-notes.md`](./references/hermes-dreaming-field-notes.md)。 **核心洞察:维护应该是独立周期,不嵌入每次任务。** ## Three-Phase Flow ### Phase 1: Scan — Start from weekly, not from raw **Primary index: the weekly chain.** Weeklies (W17-W22) are pre-built importance-ranked summaries. Each weekly already contains: - `core_thread` — the