backup materials and knowledge-base docs

文档润色流和知识库构建流/claude-scholar-upstream/skills/ml-paper-writing/references/knowledge/README.md

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+# Academic Writing Knowledge Base
+
+This knowledge base contains reusable academic writing knowledge mined from papers.
+
+## Canonical maintained memory
+
+The canonical paper-miner memory is:
+
+- `paper-miner-writing-memory.md`
+
+This is the **only maintained paper-miner writing memory**.
+
+It stores:
+- writing patterns mined,
+- structure signals,
+- reusable phrasing,
+- venue-specific signals,
+- how those signals help future writing,
+- and a source index.
+
+## Maintenance rule
+
+`paper-miner` always writes mined writing knowledge into `paper-miner-writing-memory.md`.
+
+This memory is:
+- **global**,
+- **cross-project**,
+- **not project-specific**.
+
+If `paper-miner` is invoked inside a project, it may use project context to understand relevance, but it still writes only to the global memory.
+
+## Legacy files
+
+Older files such as:
+- `structure.md`
+- `writing-techniques.md`
+- `submission-guides.md`
+- `review-response.md`
+
+may still exist as historical material, but new paper-miner updates should treat `paper-miner-writing-memory.md` as the canonical maintained memory.
+
+## Usage
+
+Use this knowledge base when:
+- drafting papers,
+- improving section structure,
+- borrowing reusable phrasing patterns,
+- preparing rebuttals,
+- studying venue-facing writing signals.
+
+## Contributing
+
+When `paper-miner` analyzes a new paper:
+1. extract actionable writing knowledge,
+2. merge it into `paper-miner-writing-memory.md`,
+3. preserve source attribution,
+4. avoid duplicate patterns,
+5. keep the memory compact and reusable.