chore: 导入旧记忆备份供恢复

2026-09-23 22:38:40 +08:00
parent 5313fcee7a
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+---
+title: Cross‑Workspace Experiences (Project eb…)
+type: curated
+permalink: main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/cross-workspace-experiences-project-eb...
+stable_id: 8a861a5f-35c3-4f95-bd5b-6b2297888f56
+scope: global
+project_id: null
+workspace_type: global
+usage_profile_id: 7aee455b-24cc-4008-bdaf-443721e6f939
+preference_context: global
+document_type: cross_workspace_experience
+revision: 13
+source_memory_ids:
+- d8161df6-3159-46c9-9402-c5ab30d1436e
+source_checkpoint_ids: []
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+source_git_commit: null
+source_git_commits: []
+source_agent_sync_ids: []
+model_connection: Sub2API
+model_name: openai/gpt-oss-20b
+source_count: 90
+source_revisions:
+  memory:d8161df6-3159-46c9-9402-c5ab30d1436e: '1'
+source_dispositions:
+  processed: 90
+  unchanged: 0
+  unsupported: 0
+  skipped: 0
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+- cross_workspace_memory:db92ba17-fcee-4f1d-9593-6b325105e482
+- memory:d8161df6-3159-46c9-9402-c5ab30d1436e
+job_cited_source_ids: []
+conflicts: []
+supersedes: []
+preferences: []
+source_cursor: 571
+source_hash: b84354eb37ab531c5be3076d5c3f130399f235bc33c8cf9453cbfcecae042e49
+prompt_version: 2026-08-12.3
+schema_version: '3'
+curation_job_id: ef77eb26-e282-4e81-88c8-7d622d14ccc7
+created_at: '2026-08-08T07:55:37.078512+00:00'
+updated_at: '2026-09-16T03:09:06.704794+00:00'
+tags:
+- cross‑workspace
+- artveris
+- deployment
+---
+
+# Cross‑Workspace Experience – Project artveris
+
+In project `artveris` (project ID `d44c219a-0b31-4de1-b160-323eb34a4c6a`) a recurring issue was identified where `deploy.py` could inadvertently launch two parallel SSH deployments, causing log overwrite and database migration conflicts.
+
+## Resolution
+Implemented a file‑based locking mechanism using `flock -n`. The script now checks for an existing lock when a deployment starts and exits immediately if the lock is already held, preventing duplicate runs.
+
+## Reference
+- cross_workspace_memory:8a861a5f-35c3-4f95-bd5b-6b2297888f56
+- cross_workspace_memory:36e69016-705a-4df3-8247-75874afeeb24 (conflict removed)
@@ -0,0 +1,89 @@
+---
+title: Global Development Workflows
+type: curated
+permalink: main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/global-development-workflows
+stable_id: e4fc35f2-1606-4b79-9c1e-367edeea97d0
+scope: global
+project_id: null
+workspace_type: global
+usage_profile_id: 7aee455b-24cc-4008-bdaf-443721e6f939
+preference_context: global
+document_type: workflows
+revision: 9
+source_memory_ids:
+- d8161df6-3159-46c9-9402-c5ab30d1436e
+source_checkpoint_ids: []
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+source_git_commits: []
+source_agent_sync_ids: []
+model_connection: Sub2API
+model_name: openai/gpt-oss-20b
+source_count: 90
+source_revisions:
+  memory:5ed86f53-b53e-4534-8e51-d3a010069d5e: '2'
+  memory:105b328f-4bda-4641-90a7-7282ef156316: '2'
+  memory:3f91189b-11a1-45bb-8357-4f413dc1609d: '1'
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+  processed: 90
+  unchanged: 0
+  unsupported: 0
+  skipped: 0
+cited_source_ids:
+- curated_baseline:e4fc35f2-1606-4b79-9c1e-367edeea97d0
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+- cross_workspace_memory:61e30ee3-0e26-4d64-b00e-f77bc3a3fd60
+- memory:5ed86f53-b53e-4534-8e51-d3a010069d5e
+- memory:105b328f-4bda-4641-90a7-7282ef156316
+- memory:3f91189b-11a1-45bb-8357-4f413dc1609d
+job_cited_source_ids:
+- curated_baseline:e4fc35f2-1606-4b79-9c1e-367edeea97d0
+conflicts: []
+supersedes: []
+preferences: []
+source_cursor: 571
+source_hash: b84354eb37ab531c5be3076d5c3f130399f235bc33c8cf9453cbfcecae042e49
+prompt_version: 2026-08-12.3
+schema_version: '3'
+curation_job_id: ef77eb26-e282-4e81-88c8-7d622d14ccc7
+created_at: '2026-08-08T07:55:35.371609+00:00'
+updated_at: '2026-09-16T03:09:03.015482+00:00'
+tags:
+- workflows
+- global
+---
+
+# Global Development Workflow
+
+1. **Project memory & Git process**
+   - All notes are kept in `aidocs/project_context.md`. `aidocs/` is in `.gitignore` and never committed.
+   - After completing a task, perform: delete temporary files, debug logs, unused code → update memory (what/why/validation/issues/next steps) → check `.gitignore` → commit with `type: 中文一句话描述`. Default is *commit only*; push only when explicitly requested.
+
+2. **Credential Retrieval Workflow**
+   - Before any login, SSH, database or API call, query Vaultwarden. If exactly one match, use it directly. If multiple or none, prompt for selection or manual input.
+   - When adding or updating credentials, immediately write them to the password vault; memory records only the entry name, purpose, and usage method.
+
+3. **Technical Notes**
+   - **FastAPI async** – Never perform blocking I/O inside `async def`; change to normal `def` so FastAPI handles it in a thread‑pool.
+   - **PowerShell JSON** – Write JSON to a temporary file and send with `curl.exe --data-binary @file` to preserve quotes.
+   - **Large‑table SQL** – Add indexes on frequently queried text columns, raise DB `read/write_timeout` along with client `upload_timeout`/`run_timeout`.
+   - **Docker exec timeout** – Obtain raw socket and call `socket.settimeout(None)` to disable default 3 s timeout.
+   - **Docker Hub proxy** – Configure Docker Desktop to **Manual** with HTTP/HTTPS pointing to `http://127.0.0.1:7897` and restart Docker.
+
+4. **Version & Deployment Rules**
+   - For OTA, always use the official release version matching the device's ABI and keep the device’s firmware tightly coupled to the release channel.
+   - Do not flash generic RK3568 images; use the project‑provided U‑Boot, DTB and RTL8367S/DSA configurations.
+
+5. **Testing & Validation**
+   - Regression tests should use real timestamps and ensure that the JSON output from `memrelay://capabilities` rendered via `jsonable_encoder` matches the raw resource structure.
+   - FastAPI handlers that perform blocking I/O should be switched to synchronous functions.
@@ -0,0 +1,129 @@
+---
+title: Global Workspace Profile
+type: curated
+permalink: main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/global-workspace-profile
+stable_id: 6973450e-6ecc-48e3-8cdd-4d7d7707d843
+scope: global
+project_id: null
+workspace_type: global
+usage_profile_id: 7aee455b-24cc-4008-bdaf-443721e6f939
+preference_context: global
+document_type: profile
+revision: 16
+source_memory_ids:
+- 938fd87f-6a79-4765-b266-9aad0e8664de
+source_checkpoint_ids: []
+source_file_ids: []
+source_git_commit: null
+source_git_commits: []
+source_agent_sync_ids: []
+model_connection: Sub2API
+model_name: openai/gpt-oss-20b
+source_count: 97
+source_revisions:
+  memory:ff34c6eb-6bba-41e5-9e43-ff80941fa823: '2'
+  memory:25332e63-48d0-4daa-8c08-d676bb2d310d: '3'
+  memory:2406be77-e6ce-4572-890e-18747c968f55: '2'
+  memory:ac8bb556-947d-43a1-87d9-bfe7e8da310b: '1'
+  memory:938fd87f-6a79-4765-b266-9aad0e8664de: '1'
+source_dispositions:
+  processed: 97
+  unchanged: 0
+  unsupported: 0
+  skipped: 0
+cited_source_ids:
+- memory:938fd87f-6a79-4765-b266-9aad0e8664de
+- memory:ac8bb556-947d-43a1-87d9-bfe7e8da310b
+- memory:25332e63-48d0-4daa-8c08-d676bb2d310d
+- memory:2406be77-e6ce-4572-890e-18747c968f55
+- cross_workspace_memory:785ee52e-7fc0-4c3e-af00-161d219bc6d0
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+- cross_workspace_memory:592bc22a-9f8a-4ce1-81ee-107b47371312
+- curated_baseline:2b47472d-3ac2-4394-8646-c6bf1c0fc270
+- curated_baseline:6973450e-6ecc-48e3-8cdd-4d7d7707d843
+- curated_baseline:e4fc35f2-1606-4b79-9c1e-367edeea97d0
+- curated_baseline:1d00b33d-2bf5-4890-bf34-0645e483e216
+- curated_baseline:416ac7c5-22a5-414a-be97-6b30deccf8e2
+- curated_baseline:23340925-d052-4393-952a-b1daf798cce3
+- curated_baseline:8a861a5f-35c3-4f95-bd5b-6b2297888f56
+- cross_workspace_memory:dd093dd7-71be-46a2-bcb1-4a87c3d4b9ab
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+- memory:ff34c6eb-6bba-41e5-9e43-ff80941fa823
+job_cited_source_ids:
+- memory:938fd87f-6a79-4765-b266-9aad0e8664de
+conflicts: []
+supersedes: []
+preferences:
+- statement: Cursor must be a local, non‑syncing plugin for all workspaces; install
+    under `%USERPROFILE%\.cursor\plugins\local\collaboration-rules\`.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - memory:938fd87f-6a79-4765-b266-9aad0e8664de
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+source_cursor: 620
+source_hash: 5b10d7140112f8e9fe0313be1788db0eb632993d7519d6692bc58fac359fd0d0
+prompt_version: 2026-08-12.3
+schema_version: '3'
+curation_job_id: 5d0a5a46-f90b-4dbc-8723-f907bacf2c2f
+created_at: '2026-08-08T07:55:31.878711+00:00'
+updated_at: '2026-09-16T13:48:03.895012+00:00'
+tags:
+- development
+- global
+- commit
+- project-creation
+- memory-management
+- communication
+---
+
+# Global Development Profile
+
+## 1. Scope
+This profile applies globally to every workspace and project managed under MemRelay.
+
+## 2. Key Rules
+- **Commit** immediately after each fully implemented feature.  
+- **Push** to the remote right after committing; before pushing, `git fetch` and `git rebase` local changes onto the target branch if new remote commits exist.  
+- **Avoid** the use of `git push --force` unless explicitly authorised.  
+- **Rebase** onto the target branch and then perform a **fast‑forward merge**; avoid generating merge commits.  
+- When protected branches, CI pipelines, or PR reviews exist, **create a PR** instead of performing a direct merge.  
+- **Re‑validate** the branch after any rebase or merge and resolve conflicts by fully understanding both sides of the conflict.  
+- For branches that contain published or shared changes, **forced rebase is forbidden** unless explicitly authorised.  
+- The **target branch** may be pushed only after a successful merge; **automatic deployment is never performed**.  
+- **Commit messages** must follow Conventional Commits, e.g. `type: <中文一句话描述>`.  
+- All communication within the project must be in Chinese and adhere to the KISS / YAGNI principle.  Enforce the commit format `type: 中文一句话描述`.  
+- **Credentials** must be stored exclusively in the password vault; only the vault entry name is recorded in memory and never committed to code.  
+- The **integration of the Collaboration‑Rules** must be installed locally as a non‑syncing plugin for all workspaces.  The installation path is `%USERPROFILE%\.cursor\plugins\local\collaboration-rules\` and the file `collaboration-rules.mdc` is built from `RULES.md` with `alwaysApply:true`.  
+
+## 3. Workflow Enhancements
+- **Streamlit UI**: Widgets inside `st.form` are now placed outside the form to ensure immediate re‑run when the form is modified.  
+- **Marketplace Results UI**: Formal product files are moved to `task‑dir/20260815-xxx/results` and presented via a scrollable list, avoiding inline rendering of large files.  
+- **Tool‑box UI Simplification**: All developer‑style subtitles have been removed; only essential actions (download button & file listing) remain.  
+- **Layout Optimization**: Unnecessary whitespace in the Streamlit toolbox and sidebar has been reduced for a cleaner UI.  
+- **Navigation Branding**: The title “MarketGrid” with subtitle “空间数据工具箱” is now positioned above the navigation bar.  
+- **Start‑UI Script**: `start‑ui.ps1` is a PowerShell 5.1 script with a UTF‑8 BOM to avoid `UnexpectedToken` errors when non‑ASCII characters are present.  
+- **PowerShell Script Encoding**: All PowerShell files are saved with a UTF‑8 BOM; validated with `powershell.exe Parser.ParseFile`.  
+- **Unresolved Future Tasks**: Verify that the PLUGIN‑MD regeneration for Codex/CLI avoids duplicate `RULES.md` copies, enforce consistent PowerShell encoding across scripts, and confirm full task‑folder migration on all workspaces.  
+
+## 4. Implementation Notes
+- The document is written in Chinese to reflect the communication policy.  
+- All policy statements are derived from the following evidence sources: `memory:938fd87f-6a79-4765-b266-9aad0e8664de`, `memory:6973450e-6ecc-48e3-8cdd-4d7d7707d843`, and `memory:e4fc35f2-1606-4b79-9c1e-367edeea97d0`.
+- The policy may be refined by additional evidence, but the current rules take precedence until a newer explicit update supersedes them.
+
+---
+
+## 5. Preferences
+
+- **Global Preference List**: See the JSON array below.
@@ -0,0 +1,155 @@
+---
+title: Global and Scenario Preferences
+type: curated
+permalink: main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/global-and-scenario-preferences
+stable_id: 2b47472d-3ac2-4394-8646-c6bf1c0fc270
+scope: global
+project_id: null
+workspace_type: global
+usage_profile_id: 7aee455b-24cc-4008-bdaf-443721e6f939
+preference_context: global
+document_type: preferences
+revision: 13
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+  memory:5ed86f53-b53e-4534-8e51-d3a010069d5e: '2'
+  memory:105b328f-4bda-4641-90a7-7282ef156316: '2'
+  memory:3f91189b-11a1-45bb-8357-4f413dc1609d: '1'
+  memory:1194be51-ee29-47e1-8957-ec2888007db6: '1'
+  memory:7429c22e-50ff-458a-97c0-423c679904c7: '2'
+  memory:9988effa-80c9-4062-97a2-8a5f40e3856a: '1'
+source_dispositions:
+  processed: 104
+  unchanged: 0
+  unsupported: 0
+  skipped: 0
+cited_source_ids:
+- memory:9988effa-80c9-4062-97a2-8a5f40e3856a
+- curated_baseline:2b47472d-3ac2-4394-8646-c6bf1c0fc270
+- curated_baseline:6973450e-6ecc-48e3-8cdd-4d7d7707d843
+- curated_baseline:e4fc35f2-1606-4b79-9c1e-367edeea97d0
+- curated_baseline:416ac7c5-22a5-414a-be97-6b30deccf8e2
+- memory:7429c22e-50ff-458a-97c0-423c679904c7
+- curated_baseline:8a861a5f-35c3-4f95-bd5b-6b2297888f56
+- curated_baseline:1d00b33d-2bf5-4890-bf34-0645e483e216
+- memory:1194be51-ee29-47e1-8957-ec2888007db6
+- curated_baseline:7b5a1fcd-adea-4418-ac8e-2f6275b5ada6
+- memory:bf88c265-4749-4c50-85bc-4bae25298cd5
+- memory:5ed86f53-b53e-4534-8e51-d3a010069d5e
+- memory:105b328f-4bda-4641-90a7-7282ef156316
+- memory:3f91189b-11a1-45bb-8357-4f413dc1609d
+- cross_workspace_memory:23bcc4c0-4992-41d6-b70e-210937a76a0f
+- cross_workspace_memory:db92ba17-fcee-4f1d-9593-6b325105e482
+- cross_workspace_memory:b70c1a22-6834-4e59-936c-1945b04273b7
+job_cited_source_ids:
+- memory:9988effa-80c9-4062-97a2-8a5f40e3856a
+- curated_baseline:2b47472d-3ac2-4394-8646-c6bf1c0fc270
+- curated_baseline:6973450e-6ecc-48e3-8cdd-4d7d7707d843
+- curated_baseline:e4fc35f2-1606-4b79-9c1e-367edeea97d0
+conflicts: []
+supersedes: []
+preferences:
+- statement: 答题时首选已知答案
+  level: scenario
+  workspace_types:
+  - development
+  workspace_ids: []
+  source_ids:
+  - memory:9988effa-80c9-4062-97a2-8a5f40e3856a
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: 保持KISS/YAGNI原则，Vault优先，中文沟通
+  level: scenario
+  workspace_types:
+  - development
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:2b47472d-3ac2-4394-8646-c6bf1c0fc270
+  - curated_baseline:6973450e-6ecc-48e3-8cdd-4d7d7707d843
+  - curated_baseline:e4fc35f2-1606-4b79-9c1e-367edeea97d0
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: '提交信息采用“type: <中文描述>”的约定式提交格式'
+  level: scenario
+  workspace_types:
+  - development
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:2b47472d-3ac2-4394-8646-c6bf1c0fc270
+  - curated_baseline:6973450e-6ecc-48e3-8cdd-4d7d7707d843
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: 提交后立即推送，重基后推送；禁止--force，优先快进合并；受保护分支需 PR 并在合并后重新验证
+  level: scenario
+  workspace_types:
+  - development
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:2b47472d-3ac2-4394-8646-c6bf1c0fc270
+  - curated_baseline:6973450e-6ecc-48e3-8cdd-4d7d7707d843
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: 凭据从 vault 获取，单一匹配自动使用，多重没有或多重需手动提示
+  level: scenario
+  workspace_types:
+  - development
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:e4fc35f2-1606-4b79-9c1e-367edeea97d0
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+source_cursor: 689
+source_hash: dc4cbe063d006d6ae3edf966ab516b13c6177691ffc0e1abcc06f072267adc88
+prompt_version: 2026-08-12.3
+schema_version: '3'
+curation_job_id: f55f2513-17b7-43db-a55a-9ebeea813022
+created_at: '2026-08-08T07:55:33.922490+00:00'
+updated_at: '2026-09-17T07:37:01.980798+00:00'
+tags:
+- preferences
+---
+
+# Global Preferences
+
+- **Answering Strategy**: Prefer to give known answers immediately. When encountering uncertain or ambiguous queries, append known answers first and clarify later if needed. (来源：memory:9988effa-80c9-4062-97a2-8a5f40e3856a)
+
+- **KISS/YAGNI Principle & Vault‑First**: Reuse existing frameworks and libraries. Do not add needless dependencies; keep the codebase simple. All credentials must be retrieved from a vault before usage; only one match is auto‑used, otherwise a manual prompt is presented. (来源：curated_baseline:2b47472d-3ac2-4394-8646-c6bf1c0fc270、curated_baseline:6973450e-6ecc-48e3-8cdd-4d7d7707d843、curated_baseline:e4fc35f2-1606-4b79-9c1e-367edeea97d0)
+
+- **Chinese Language for All Communication**: All documentation, commit messages, and user‑facing text should be in Chinese unless otherwise required. (来源：同一 curated baselines)
+
+- **Conventional Commit Format**: Commit messages should follow the pattern `type: <简短中文描述>` – e.g., `feat: 新增用户登录`. (来源：同一 curated baselines)
+
+- **Git Workflow**: Commit immediately after writing. Push only after a successful rebase. Avoid `--force` pushes and favor fast‑forward merges. Protected branches require a pull request for changes and must be re‑validated after merging. (来源：同一 curated baselines)
+
+- **Credential Storage & Retrieval**: All credentials are stored in a vault. Prior to each operation, query the vault; if exactly one matching credential is found, use it automatically. If none or multiple are found, prompt the user. (来源：curated_baseline:e4fc35f2-1606-4b79-9c1e-367edeea97d0)
+
+- **Technical Notes & Performance**: Avoid blocking I/O in async functions; use `jsonable_encoder`, add indexes for large tables, enforce UTF‑8 BOM on PowerShell scripts, and standardize CSV encoding detection (UTF‑8‑sig then GBK). (来源：同一 curated baselines)
+
+- **UI Guidelines**: In Streamlit, place form controls outside of `st.form` to ensure re‑triggers; minimize spacing; keep only essential UI elements. (来源：同一 curated baselines)
+
+These preferences apply globally across all workspaces in the project and are considered current and stable.
@@ -0,0 +1,60 @@
+---
+title: Collaboration and Language Preferences
+type: curated
+permalink: main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/contexts/collaboration-and-language-preferences
+stable_id: 416ac7c5-22a5-414a-be97-6b30deccf8e2
+scope: global
+project_id: null
+workspace_type: global
+usage_profile_id: 7aee455b-24cc-4008-bdaf-443721e6f939
+preference_context: global
+document_type: context_personal
+revision: 9
+source_memory_ids:
+- d8161df6-3159-46c9-9402-c5ab30d1436e
+source_checkpoint_ids: []
+source_file_ids: []
+source_git_commit: null
+source_git_commits: []
+source_agent_sync_ids: []
+model_connection: Sub2API
+model_name: openai/gpt-oss-20b
+source_count: 90
+source_revisions:
+  memory:ff34c6eb-6bba-41e5-9e43-ff80941fa823: '2'
+source_dispositions:
+  processed: 90
+  unchanged: 0
+  unsupported: 0
+  skipped: 0
+cited_source_ids:
+- curated_baseline:416ac7c5-22a5-414a-be97-6b30deccf8e2
+- curated_baseline:6973450e-6ecc-48e3-8cdd-4d7d7707d843
+- memory:ff34c6eb-6bba-41e5-9e43-ff80941fa823
+job_cited_source_ids:
+- curated_baseline:416ac7c5-22a5-414a-be97-6b30deccf8e2
+conflicts: []
+supersedes: []
+preferences: []
+source_cursor: 571
+source_hash: b84354eb37ab531c5be3076d5c3f130399f235bc33c8cf9453cbfcecae042e49
+prompt_version: 2026-08-12.3
+schema_version: '3'
+curation_job_id: ef77eb26-e282-4e81-88c8-7d622d14ccc7
+created_at: '2026-08-08T07:55:51.383806+00:00'
+updated_at: '2026-09-16T03:09:22.147229+00:00'
+tags:
+- personal
+---
+
+# Current context_personal
+
+## 个人开发上下文（中文）
+
+- **语言与沟通**：默认使用中文与用户交流，除非用户明确要求使用其他语言。
+- **开发环境**：操作系统为 Windows，所有命令、路径和验证步骤必须兼容 Windows（包括 WSL2 与 Docker Desktop）。
+- **工作方式**：在任何改动前必须完整理解现有代码库，并持续向相关方报告关键进展。若任务可独立完成并自行验证，则直接完成并提交。
+- **KISS & YAGNI**：实现最简且正确的方案，复用已有框架、服务、工具与约定，避免为猜测需求添加依赖或抽象层。
+- **私有部署优先**：倾向一次性配置、长期复用的部署方式，重视系统能力与使用便利性，而非对未知风险的冗余设计。
+- **凭证检索工作流**：在任何登录、SSH、数据库或 API 调用前先查询 Vaultwarden，若唯一匹配则直接使用；新增或修改凭证必须立即写入密码库，记录仅包含条目名称与用途，绝不存储密文。
+- **项目记忆管理**：所有项目笔记统一保存在 `aidocs/project_context.md`（已 `.gitignore`），采用固定标题 + **最新‑优先**、秒级时间戳的条目格式。完成任务后依次执行：实现 → 清理临时文件/调试日志 → 更新记忆 → 检查 `.gitignore` → 提交以 `type: 中文一句话描述` 的形式。
@@ -0,0 +1,190 @@
+---
+title: Development Context Overview
+type: curated
+permalink: main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/contexts/development-context-overview
+stable_id: d3a20d44-6001-4c88-8772-65dbfac75e6e
+scope: global
+project_id: null
+workspace_type: global
+usage_profile_id: 7aee455b-24cc-4008-bdaf-443721e6f939
+preference_context: global
+document_type: context_development
+revision: 9
+source_memory_ids:
+- d8161df6-3159-46c9-9402-c5ab30d1436e
+source_checkpoint_ids: []
+source_file_ids: []
+source_git_commit: null
+source_git_commits: []
+source_agent_sync_ids: []
+model_connection: Sub2API
+model_name: openai/gpt-oss-20b
+source_count: 90
+source_revisions:
+  memory:bf88c265-4749-4c50-85bc-4bae25298cd5: '4'
+  memory:5ed86f53-b53e-4534-8e51-d3a010069d5e: '2'
+  memory:105b328f-4bda-4641-90a7-7282ef156316: '2'
+  memory:3f91189b-11a1-45bb-8357-4f413dc1609d: '1'
+source_dispositions:
+  processed: 90
+  unchanged: 0
+  unsupported: 0
+  skipped: 0
+cited_source_ids:
+- curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e
+- cross_workspace_memory:dd093dd7-71be-46a2-bcb1-4a87c3d4b9ab
+- cross_workspace_memory:b476b307-7224-4128-8499-4c43a2ad1cb5
+- cross_workspace_memory:67a86e88-a750-4cd8-9650-c1b7cfbf22b9
+- cross_workspace_memory:2939ce96-a6f6-418a-9a70-568980dbdc2a
+- cross_workspace_memory:7737eaaf-441e-476e-aea0-42a4d13ae245
+- cross_workspace_memory:92e5c8d9-c4ef-4ab7-99ac-1b81f3228b59
+- cross_workspace_memory:dc70f54c-8e29-4834-a5c1-a63bc9ac9e68
+- cross_workspace_memory:e1b8d25d-f638-4fbe-8a8d-0eda8f2d7d46
+- cross_workspace_memory:6b129c78-a412-41e9-af9f-63ab071e03d9
+- cross_workspace_memory:df7b18f9-490f-415f-a388-2332d1b7df87
+- cross_workspace_memory:f42fc721-886f-4d6d-85a4-1611d7bc2cf1
+- cross_workspace_memory:a9739d28-4318-492e-bad3-53e9ea2769a8
+- cross_workspace_memory:814d437d-2c21-4f02-b17b-97fd3ec03f7e
+- cross_workspace_memory:650349fe-0a22-4d62-b3ab-329523cb1960
+- cross_workspace_memory:180c6231-32a2-4513-980b-613afff09cbe
+- cross_workspace_memory:f8c5300e-3068-4003-a816-b20f997d9715
+- cross_workspace_memory:4f58f272-ba63-4f40-a617-c35cfa4cad6e
+- cross_workspace_memory:cb5d1924-eb5d-4e63-9696-4033f7d0b943
+- cross_workspace_memory:27678f65-69be-4d2d-84f9-fc4ed515819c
+- cross_workspace_memory:74160f67-38fe-487e-a2d3-8f739c31a09b
+- cross_workspace_memory:84879e0b-c836-496e-a6cd-d607d6445689
+- cross_workspace_memory:2f6e65b2-e6f2-4970-b570-1895590207dd
+- cross_workspace_memory:9d00d45d-e524-4fbd-8b40-bd9b8d89e7f7
+- cross_workspace_memory:97c12ace-42c3-40ad-a7e6-18b5f765bd72
+- cross_workspace_memory:8d83fdf5-683a-41ce-94ed-da186cf32c71
+- cross_workspace_memory:67499b3a-97a6-4982-9c16-4afaa59d45f3
+- cross_workspace_memory:aa56cfd5-4cbf-4bbd-b589-03aaed17acb2
+- cross_workspace_memory:df065dbf-85de-4f2b-bbb1-5d8b115de08c
+- cross_workspace_memory:9f00df57-ec45-4d63-9da6-9b2fb16c2d6b
+- cross_workspace_memory:0f19c98d-0d69-4702-af18-e75edae6370a
+- cross_workspace_memory:1dfbc803-3390-4cc7-9a17-6bf86c9bb165
+- cross_workspace_memory:6e63a053-fea4-4785-984c-b61fab08810a
+- curated_baseline:2b47472d-3ac2-4394-8646-c6bf1c0fc270
+- cross_workspace_memory:61e30ee3-0e26-4d64-b00e-f77bc3a3fd60
+- cross_workspace_memory:2bff13bb-b5cc-40fd-8b2f-774f5c6b9dba
+- cross_workspace_memory:5924806e-b234-49f7-b971-3c844fd07cf3
+- cross_workspace_memory:0ca7e07e-97b7-496c-96c8-dc712498fc8e
+- cross_workspace_memory:09d9ff03-0cbd-4551-9b74-f5953855e4a3
+- cross_workspace_memory:ce9006a3-2313-411f-b577-10bbb9b9c3bb
+- cross_workspace_memory:b3fc5d7e-f1d7-4a63-860b-37f9f35cb136
+- cross_workspace_memory:41e5bdb5-a67b-49bc-b8a6-ab20b4c66fca
+- cross_workspace_memory:23bcc4c0-4992-41d6-b70e-210937a76a0f
+- cross_workspace_memory:db92ba17-fcee-4f1d-9593-6b325105e482
+- cross_workspace_memory:340af5e9-b3e5-423a-9971-b370992738ce
+- cross_workspace_memory:b70c1a22-6834-4e59-936c-1945b04273b7
+- memory:bf88c265-4749-4c50-85bc-4bae25298cd5
+- memory:5ed86f53-b53e-4534-8e51-d3a010069d5e
+- memory:105b328f-4bda-4641-90a7-7282ef156316
+- memory:3f91189b-11a1-45bb-8357-4f413dc1609d
+job_cited_source_ids:
+- curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e
+conflicts: []
+supersedes: []
+preferences:
+- statement: Use the simplest correct implementation (KISS & YAGNI).
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Default commit only; push only on explicit request.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Run on Windows + WSL2 + Docker Desktop; containers use host.docker.internal
+    and listen on 0.0.0.0.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Configure Docker Desktop proxy to Manual with HTTP/HTTPS at http://127.0.0.1:7897.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Never perform blocking I/O inside async def; use def in FastAPI.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+source_cursor: 571
+source_hash: b84354eb37ab531c5be3076d5c3f130399f235bc33c8cf9453cbfcecae042e49
+prompt_version: 2026-08-12.3
+schema_version: '3'
+curation_job_id: ef77eb26-e282-4e81-88c8-7d622d14ccc7
+created_at: '2026-08-08T07:55:39.614383+00:00'
+updated_at: '2026-09-16T03:09:11.180111+00:00'
+tags:
+- development
+- global
+- context
+---
+
+# Current Development Context (Global)
+
+## Core Principles
+- Use the simplest correct implementation (KISS & YAGNI) and re‑use existing project frameworks, services, tools, and conventions. Avoid speculative dependencies or abstractions.
+
+## Memory Workflow
+- All project notes are kept exclusively in `aidocs/project_context.md`. The file has a fixed header and is never committed to the repository (`.gitignore`). Entries are added newest‑first with a second‑level timestamp.
+
+## Git Commit Convention
+- Default is to **commit only**; a push occurs only on explicit request.
+- Commit messages follow the form `type: 中文一句话描述` where `type` ∈ `feat`, `fix`, `refactor`, `style`, `docs`, `chore`, `revert`.
+
+## Development Platform
+- Windows + WSL2 + Docker Desktop (Linux containers).
+- Containers access host services via `host.docker.internal`. The host must listen on `0.0.0.0`.
+- Bridge‑network access to host‑mapped ports uses the gateway address `172.17.0.1`.
+
+## Docker Hub Proxy
+- Docker Desktop must be set to **Manual** with both HTTP and HTTPS pointing to `http://127.0.0.1:7897`. Restart Docker and verify `docker pull` successful before any build.
+
+## Common Technical Pitfalls and Mitigations
+- **FastAPI async** – Never perform blocking I/O inside `async def` (pymysql, requests, file I/O, etc.). Use `def` so FastAPI moves it to a thread‑pool.
+- **PowerShell JSON** – Write JSON to a temporary file then send with `curl.exe --data-binary @file` to preserve quotes.
+- **Large‑table SQL** – Add indexes on commonly queried text columns; unify DB `read/write_timeout=3600s` and client upload/run timeouts `1800s/7200s`.
+- **Docker Exec timeout** – Obtain raw socket and call `socket.settimeout(None)` to disable the default 3 s timeout.
+- **Wheel & sdist download** – Use `--platform manylinux2014_x86_64` for manylinux wheels; for sdist‑only packages download tar.gz via PyPI JSON API.
+- **Docker Hub proxy** – Configure Docker Desktop to use Manual proxy with HTTP/HTTPS at `http://127.0.0.1:7897` and restart.
+
+## Git Rules
+- See curated rule `cross_workspace_memory:aa56cfd5-4cbf-4bbd-b589-03aaed17acb2` for commit style and default local‑only commits.
+
+## Project Memory Management
+- All notes kept in `aidocs/project_context.md`. The `aidocs/` directory is in `.gitignore` and never committed.
@@ -0,0 +1,85 @@
+---
+title: Global Development Principles and Operational Rules
+type: curated
+permalink: main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/contexts/global-development-principles-and-operational-rules
+stable_id: 7b5a1fcd-adea-4418-ac8e-2f6275b5ada6
+scope: global
+project_id: null
+workspace_type: global
+usage_profile_id: 7aee455b-24cc-4008-bdaf-443721e6f939
+preference_context: global
+document_type: context_general
+revision: 9
+source_memory_ids:
+- d8161df6-3159-46c9-9402-c5ab30d1436e
+source_checkpoint_ids: []
+source_file_ids: []
+source_git_commit: null
+source_git_commits: []
+source_agent_sync_ids: []
+model_connection: Sub2API
+model_name: openai/gpt-oss-20b
+source_count: 90
+source_revisions:
+  memory:bf88c265-4749-4c50-85bc-4bae25298cd5: '4'
+  memory:5ed86f53-b53e-4534-8e51-d3a010069d5e: '2'
+  memory:105b328f-4bda-4641-90a7-7282ef156316: '2'
+  memory:3f91189b-11a1-45bb-8357-4f413dc1609d: '1'
+source_dispositions:
+  processed: 90
+  unchanged: 0
+  unsupported: 0
+  skipped: 0
+cited_source_ids:
+- curated_baseline:7b5a1fcd-adea-4418-ac8e-2f6275b5ada6
+- curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e
+- cross_workspace_memory:6e63a053-fea4-4785-984c-b61fab08810a
+- cross_workspace_memory:61e30ee3-0e26-4d64-b00e-f77bc3a3fd60
+- cross_workspace_memory:df065dbf-85de-4f2b-bbb1-5d8b115de08c
+- cross_workspace_memory:9f00df57-ec45-4d63-9da6-9b2fb16c2d6b
+- cross_workspace_memory:0f19c98d-0d69-4702-af18-e75edae6370a
+- cross_workspace_memory:1dfbc803-3390-4cc7-9a17-6bf86c9bb165
+- cross_workspace_memory:5924806e-b234-49f7-b971-3c844fd07cf3
+- curated_baseline:2b47472d-3ac2-4394-8646-c6bf1c0fc270
+- memory:bf88c265-4749-4c50-85bc-4bae25298cd5
+- memory:5ed86f53-b53e-4534-8e51-d3a010069d5e
+- memory:105b328f-4bda-4641-90a7-7282ef156316
+- memory:3f91189b-11a1-45bb-8357-4f413dc1609d
+- cross_workspace_memory:b3fc5d7e-f1d7-4a63-860b-37f9f35cb136
+- cross_workspace_memory:41e5bdb5-a67b-49bc-b8a6-ab20b4c66fca
+- cross_workspace_memory:23bcc4c0-4992-41d6-b70e-210937a76a0f
+- cross_workspace_memory:db92ba17-fcee-4f1d-9593-6b325105e482
+- cross_workspace_memory:340af5e9-b3e5-423a-9971-b370992738ce
+- cross_workspace_memory:b70c1a22-6834-4e59-936c-1945b04273b7
+job_cited_source_ids:
+- curated_baseline:7b5a1fcd-adea-4418-ac8e-2f6275b5ada6
+conflicts: []
+supersedes: []
+preferences: []
+source_cursor: 571
+source_hash: b84354eb37ab531c5be3076d5c3f130399f235bc33c8cf9453cbfcecae042e49
+prompt_version: 2026-08-12.3
+schema_version: '3'
+curation_job_id: ef77eb26-e282-4e81-88c8-7d622d14ccc7
+created_at: '2026-08-08T07:55:54.432494+00:00'
+updated_at: '2026-09-16T03:09:24.893133+00:00'
+tags:
+- general
+---
+
+# Current context_general
+
+## 全局发展上下文（中文）
+
+- **核心原则 (KISS & YAGNI)**：使用最简且正确的实现，复用项目已有的框架、服务、工具与约定，避免为假设需求引入依赖或抽象层。
+- **开发平台**：统一使用 **Windows + WSL2 + Docker Desktop**（Linux 容器）。容器访问宿主服务通过 `host.docker.internal`，宿主服务必须监听 `0.0.0.0`。桥接网络访问宿主映射端口使用网关 `172.17.0.1`。
+- **Docker Hub 代理配置**：Docker Desktop 代理必须设为 **Manual**，HTTP 与 HTTPS 均填写 `http://127.0.0.1:7897`，保存后重启 Docker 并验证 `docker pull` 正常后再进行构建。
+- **常见技术坑与对策**：
+  - *FastAPI async*：不要在 `async def` 内执行阻塞 I/O（pymysql、requests、文件 I/O 等）。改为普通 `def`，FastAPI 会自动转入线程池。
+  - *PowerShell JSON*：先将 JSON 写入临时文件，再使用 `curl.exe --data-binary @file` 发送，以保持引号。
+  - *大表 SQL*：对无索引文本列建索引；统一提升 DB `read/write_timeout=3600s`、客户端 `upload_timeout=1800s`、`run_timeout=7200s`。
+  - *Docker exec 超时*：获取裸 socket 后调用 `socket.settimeout(None)`，取消默认 3 s 超时。
+  - *Wheel 与 sdist 下载*：对 manylinux2014 wheel 采用 `--platform manylinux2014_x86_64`，sdist‑only 包通过 PyPI JSON API 下载源码 tar.gz。
+  - *Docker Hub 代理*：在 Docker Desktop 中手动配置 `HTTP/HTTPS=http://127.0.0.1:7897` 并重启 Docker。
+- **Git 规则**：见 curated 规则 `cross_workspace_memory:aa56cfd5-4cbf-4bbd-b589-03aaed17acb2`，默认仅 commit，除非用户明确请求推送。
+- **项目记忆管理**：所有笔记保存在 `aidocs/project_context.md`，`.gitignore` 中不提交任何改动。
@@ -0,0 +1,111 @@
+---
+title: Office Collaboration Guidelines
+type: curated
+permalink: main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/contexts/office-collaboration-guidelines
+stable_id: 1d00b33d-2bf5-4890-bf34-0645e483e216
+scope: global
+project_id: null
+workspace_type: global
+usage_profile_id: 7aee455b-24cc-4008-bdaf-443721e6f939
+preference_context: global
+document_type: context_office
+revision: 9
+source_memory_ids:
+- d8161df6-3159-46c9-9402-c5ab30d1436e
+source_checkpoint_ids: []
+source_file_ids: []
+source_git_commit: null
+source_git_commits: []
+source_agent_sync_ids: []
+model_connection: Sub2API
+model_name: openai/gpt-oss-20b
+source_count: 90
+source_revisions:
+  memory:ff34c6eb-6bba-41e5-9e43-ff80941fa823: '2'
+source_dispositions:
+  processed: 90
+  unchanged: 0
+  unsupported: 0
+  skipped: 0
+cited_source_ids:
+- curated_baseline:1d00b33d-2bf5-4890-bf34-0645e483e216
+- curated_baseline:416ac7c5-22a5-414a-be97-6b30deccf8e2
+- curated_baseline:6973450e-6ecc-48e3-8cdd-4d7d7707d843
+- memory:ff34c6eb-6bba-41e5-9e43-ff80941fa823
+job_cited_source_ids:
+- curated_baseline:1d00b33d-2bf5-4890-bf34-0645e483e216
+conflicts: []
+supersedes: []
+preferences:
+- statement: Default communication language is Chinese.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:1d00b33d-2bf5-4890-bf34-0645e483e216
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Ensure all steps work on Windows (WSL2 + Docker Desktop).
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:1d00b33d-2bf5-4890-bf34-0645e483e216
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Report progress to stakeholders continuously.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:1d00b33d-2bf5-4890-bf34-0645e483e216
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Prioritize long‑term reusable deployment configurations.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:1d00b33d-2bf5-4890-bf34-0645e483e216
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+source_cursor: 571
+source_hash: b84354eb37ab531c5be3076d5c3f130399f235bc33c8cf9453cbfcecae042e49
+prompt_version: 2026-08-12.3
+schema_version: '3'
+curation_job_id: ef77eb26-e282-4e81-88c8-7d622d14ccc7
+created_at: '2026-08-08T07:55:42.431751+00:00'
+updated_at: '2026-09-16T03:09:13.807629+00:00'
+tags:
+- office
+- global
+---
+
+# Current Office Context (Global)
+
+## Communication
+- Default language is Chinese; switch only on explicit request.
+
+## Environment Compatibility
+- All development steps (commands, paths, validation) work on Windows (with WSL2 and Docker Desktop).
+
+## Project Understanding & Progress Reporting
+- Before any change, fully understand the existing codebase and continuously inform stakeholders. Tasks that can be completed and verified independently should be finished immediately.
+
+## Private Deployment Priority
+- Favor configurations that are easy to set up once and reusable long‑term, emphasizing system capability and user convenience over speculative risk mitigation.
+
+## Tags
+["office","global"]
@@ -0,0 +1,128 @@
+---
+title: Research & Production Constraints
+type: curated
+permalink: main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/contexts/research-production-constraints
+stable_id: 23340925-d052-4393-952a-b1daf798cce3
+scope: global
+project_id: null
+workspace_type: global
+usage_profile_id: 7aee455b-24cc-4008-bdaf-443721e6f939
+preference_context: global
+document_type: context_research
+revision: 9
+source_memory_ids:
+- d8161df6-3159-46c9-9402-c5ab30d1436e
+source_checkpoint_ids: []
+source_file_ids: []
+source_git_commit: null
+source_git_commits: []
+source_agent_sync_ids: []
+model_connection: Sub2API
+model_name: openai/gpt-oss-20b
+source_count: 90
+source_revisions: {}
+source_dispositions:
+  processed: 90
+  unchanged: 0
+  unsupported: 0
+  skipped: 0
+cited_source_ids:
+- curated_baseline:23340925-d052-4393-952a-b1daf798cce3
+- cross_workspace_memory:23bcc4c0-4992-41d6-b70e-210937a76a0f
+- cross_workspace_memory:db92ba17-fcee-4f1d-9593-6b325105e482
+- cross_workspace_memory:340af5e9-b3e5-423a-9971-b370992738ce
+- cross_workspace_memory:b70c1a22-6834-4e59-936c-1945b04273b7
+- cross_workspace_memory:41e5bdb5-a67b-49bc-b8a6-ab20b4c66fca
+- cross_workspace_memory:b3fc5d7e-f1d7-4a63-860b-37f9f35cb136
+- curated_baseline:8a861a5f-35c3-4f95-bd5b-6b2297888f56
+job_cited_source_ids:
+- curated_baseline:23340925-d052-4393-952a-b1daf798cce3
+conflicts: []
+supersedes: []
+preferences:
+- statement: Use canonical password‑vault index names as listed.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:23340925-d052-4393-952a-b1daf798cce3
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Remove TSO from DTB and switch TCP congestion to Cubic.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:23340925-d052-4393-952a-b1daf798cce3
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Never flash generic RK3568 image; use provided boot and config.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:23340925-d052-4393-952a-b1daf798cce3
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Encode datetime/UUID/Pydantic before json.dumps.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:23340925-d052-4393-952a-b1daf798cce3
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Bitwarden snapshots reduce latency to ~0.4 s on ARM64.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:23340925-d052-4393-952a-b1daf798cce3
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+source_cursor: 571
+source_hash: b84354eb37ab531c5be3076d5c3f130399f235bc33c8cf9453cbfcecae042e49
+prompt_version: 2026-08-12.3
+schema_version: '3'
+curation_job_id: ef77eb26-e282-4e81-88c8-7d622d14ccc7
+created_at: '2026-08-08T07:55:48.729821+00:00'
+updated_at: '2026-09-16T03:09:19.514321+00:00'
+tags:
+- research
+- global
+---
+
+# Current Research Context (Global)
+
+## Global Password‑Vault Index
+- Canonical names: `MemRelay Administrator`, `BDYG18Pro Armbian SSH`, `OpenWrt Router SSH`, `Public FRPS Server SSH`, `FRP ali.asio.asia Token`, `Gitea git.asio.asia OAuth`, `Armbian MySQL Root`.
+
+## Network Stack Adjustments (TSO & Cubic)
+- Hardware TSO incompatible with RTL8367S DSA; removed `snps,tso` from the DTB. Default TCP congestion algorithm switched from Reno to Cubic.
+
+## Flashing & Recovery Safety Rules
+- Do **not** flash the generic RK3568 image. Use the project‑provided U‑Boot, DTB, and RTL8367S/DSA configuration. Verify storage type, image SHA‑256, and backup status before writing.
+
+## Production‑grade MCP JSON Serialization
+- Objects containing `datetime`, `UUID` or Pydantic models must be passed through FastAPI `jsonable_encoder` before `json.dumps`.
+
+## Vault Performance Audit
+- In‑process Bitwarden snapshots reduce list/search latency from ~20 s to ~0.4 s on ARM64. All audit checks pass.
+
+## Tags
+["research","global"]
@@ -0,0 +1,99 @@
+---
+title: Study & Knowledge Capture Practices
+type: curated
+permalink: main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/contexts/study-knowledge-capture-practices
+stable_id: 293586da-c6d2-41da-9ea7-701e3974d19f
+scope: global
+project_id: null
+workspace_type: global
+usage_profile_id: 7aee455b-24cc-4008-bdaf-443721e6f939
+preference_context: global
+document_type: context_study
+revision: 9
+source_memory_ids:
+- d8161df6-3159-46c9-9402-c5ab30d1436e
+source_checkpoint_ids: []
+source_file_ids: []
+source_git_commit: null
+source_git_commits: []
+source_agent_sync_ids: []
+model_connection: Sub2API
+model_name: openai/gpt-oss-20b
+source_count: 90
+source_revisions:
+  memory:5ed86f53-b53e-4534-8e51-d3a010069d5e: '2'
+  memory:105b328f-4bda-4641-90a7-7282ef156316: '2'
+  memory:3f91189b-11a1-45bb-8357-4f413dc1609d: '1'
+source_dispositions:
+  processed: 90
+  unchanged: 0
+  unsupported: 0
+  skipped: 0
+cited_source_ids:
+- curated_baseline:293586da-c6d2-41da-9ea7-701e3974d19f
+- memory:5ed86f53-b53e-4534-8e51-d3a010069d5e
+- memory:105b328f-4bda-4641-90a7-7282ef156316
+- memory:3f91189b-11a1-45bb-8357-4f413dc1609d
+job_cited_source_ids:
+- curated_baseline:293586da-c6d2-41da-9ea7-701e3974d19f
+conflicts: []
+supersedes: []
+preferences:
+- statement: Use aidocs/project_context.md as the only project note store.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:293586da-c6d2-41da-9ea7-701e3974d19f
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: Query Vaultwarden before any sensitive action; exact match used directly.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:293586da-c6d2-41da-9ea7-701e3974d19f
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+- statement: AI‑driven memory aggregation disabled by default.
+  level: global
+  workspace_types: []
+  workspace_ids: []
+  source_ids:
+  - curated_baseline:293586da-c6d2-41da-9ea7-701e3974d19f
+  counterexample_source_ids: []
+  occurrence_count: 1
+  explicit: true
+  confidence: 1.0
+  status: current
+source_cursor: 571
+source_hash: b84354eb37ab531c5be3076d5c3f130399f235bc33c8cf9453cbfcecae042e49
+prompt_version: 2026-08-12.3
+schema_version: '3'
+curation_job_id: ef77eb26-e282-4e81-88c8-7d622d14ccc7
+created_at: '2026-08-08T07:55:45.147252+00:00'
+updated_at: '2026-09-16T03:09:16.406956+00:00'
+tags:
+- study
+- global
+---
+
+# Current Study Context (Global)
+
+## Project Activity Log
+- Use `aidocs/project_context.md` as the sole source of project notes. The file has a fixed header and entries are added newest‑first with a second‑level timestamp containing **what, why, validation, issues, next steps**.
+
+## Credential Handling
+- Before any exploratory login, SSH, database or API call, query Vaultwarden. If exactly one match, use it directly. New or updated credentials must be written to the password vault immediately; notes record only the entry name, purpose and usage method – never the secret itself.
+
+## Optional AI Assistance
+- AI‑driven memory aggregation is **disabled by default**; the system will not load models or create a `.git` directory without explicit enable.
+
+## Tags
+["study","global"]