notes: Nowledge Mem 拆解卡

[joyehuang]

Capture→Recall→Connect→Reuse 闭环 / 知识图谱 / 跨工具共享 / 文档索引 / 对照我们的三个缺口与已落地的修复。

止步 PR 不合并。bun run check 0 errors。

---

Summary by cubic

Adds a product teardown note for Nowledge Mem covering its Capture→Recall→Connect→Reuse loop, knowledge graph, cross-tool sharing, and document indexing, and highlights three gaps in our own memory pipeline. Also fixes a TypeScript cast in SiteStats.astro to keep the build clean.

• The note lists three actionable ideas, with the forced-recall hook already landed and evaluated at 91.7% hit@3.
• Our own pipeline lacks a forced recall mechanism, has three disconnected storage layers, and no long-document memory.
• The SiteStats.astro change just casts the neon query result so type checking passes.

^{Written for commit 9f04194. Summary will update on new commits.}

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Project	Deployment	Actions	Updated
blog	Ready	Preview	Sep 1, 2026 5:45pm UTC

[cubic-dev-ai]

2 issues found across 2 files

Prompt for AI agents (unresolved issues)

Check if these issues are valid — if so, understand the root cause of each and fix them. If appropriate, use sub-agents to investigate and fix each issue separately.


<file name="src/content/notes/0926-nowledge-mem-analysis.md">

<violation number="1" location="src/content/notes/0926-nowledge-mem-analysis.md:15">
P3: The `relatedNote` field lists `0926-akashic-memory-design` and `0926-agentmemory-source-review`, but neither note exists in `src/content/notes/` (no files with those ids). The renderer in `src/pages/notes/[...id].astro` filters notes by these ids, so both related-card links silently render as nothing. Either create the notes or remove the dangling references.</violation>

<violation number="2" location="src/content/notes/0926-nowledge-mem-analysis.md:15">
P3: The `relatedNote` entries point to notes that do not exist in `src/content/notes/` (no akashic-memory-design or agentmemory-source-review files). The related-notes block is built by filtering existing notes, so these references render as nothing and the closing '同主题卡片' links go nowhere. Add the target notes first or drop/verify these references.</violation>
</file>

<sub>Reply with feedback, questions, or to request a fix.

Re-trigger cubic</sub>

[cubic-dev-ai]

P3: The relatedNote field lists 0926-akashic-memory-design and 0926-agentmemory-source-review, but neither note exists in src/content/notes/ (no files with those ids). The renderer in src/pages/notes/[...id].astro filters notes by these ids, so both related-card links silently render as nothing. Either create the notes or remove the dangling references.

Prompt for AI agents

Check if this issue is valid — if so, understand the root cause and fix it. At src/content/notes/0926-nowledge-mem-analysis.md, line 15:

<comment>The `relatedNote` field lists `0926-akashic-memory-design` and `0926-agentmemory-source-review`, but neither note exists in `src/content/notes/` (no files with those ids). The renderer in `src/pages/notes/[...id].astro` filters notes by these ids, so both related-card links silently render as nothing. Either create the notes or remove the dangling references.</comment>

<file context>
@@ -0,0 +1,56 @@
+status: ready
+source: https://www.nowledge.com
+relatedNote:
+  - 0926-akashic-memory-design
+  - 0926-agentmemory-source-review
+draft: false
</file context>

[cubic-dev-ai]

P3: The relatedNote entries point to notes that do not exist in src/content/notes/ (no akashic-memory-design or agentmemory-source-review files). The related-notes block is built by filtering existing notes, so these references render as nothing and the closing '同主题卡片' links go nowhere. Add the target notes first or drop/verify these references.

Prompt for AI agents

Check if this issue is valid — if so, understand the root cause and fix it. At src/content/notes/0926-nowledge-mem-analysis.md, line 15:

<comment>The `relatedNote` entries point to notes that do not exist in `src/content/notes/` (no akashic-memory-design or agentmemory-source-review files). The related-notes block is built by filtering existing notes, so these references render as nothing and the closing '同主题卡片' links go nowhere. Add the target notes first or drop/verify these references.</comment>

<file context>
@@ -0,0 +1,56 @@
+status: ready
+source: https://www.nowledge.com
+relatedNote:
+  - 0926-akashic-memory-design
+  - 0926-agentmemory-source-review
+draft: false
</file context>