MemRelay/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/contexts/Development Context Overview.md

title, type, permalink, stable_id, scope, project_id, workspace_type, usage_profile_id, preference_context, document_type, revision, source_memory_ids, source_checkpoint_ids, source_file_ids, source_git_commit, source_git_commits, source_agent_sync_ids, model_connection, model_name, source_count, source_revisions, source_dispositions, cited_source_ids, job_cited_source_ids, conflicts, supersedes, preferences, source_cursor, source_hash, prompt_version, schema_version, curation_job_id, created_at, updated_at, tags

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Development Context Overview	curated	main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/contexts/development-context-overview	d3a20d44-6001-4c88-8772-65dbfac75e6e	global	null	global	7aee455b-24cc-4008-bdaf-443721e6f939	global	context_development	9	d8161df6-3159-46c9-9402-c5ab30d1436e			null			Sub2API	openai/gpt-oss-20b	90	memory:bf88c265-4749-4c50-85bc-4bae25298cd5 memory:5ed86f53-b53e-4534-8e51-d3a010069d5e memory:105b328f-4bda-4641-90a7-7282ef156316 memory:3f91189b-11a1-45bb-8357-4f413dc1609d 4 2 2 1	processed unchanged unsupported skipped 90 0 0 0	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	curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e			statement level workspace_types workspace_ids source_ids counterexample_source_ids occurrence_count explicit confidence status Use the simplest correct implementation (KISS & YAGNI). global curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e 1 true 1.0 current statement level workspace_types workspace_ids source_ids counterexample_source_ids occurrence_count explicit confidence status Default commit only; push only on explicit request. global curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e 1 true 1.0 current statement level workspace_types workspace_ids source_ids counterexample_source_ids occurrence_count explicit confidence status Run on Windows + WSL2 + Docker Desktop; containers use host.docker.internal and listen on 0.0.0.0. global curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e 1 true 1.0 current statement level workspace_types workspace_ids source_ids counterexample_source_ids occurrence_count explicit confidence status Configure Docker Desktop proxy to Manual with HTTP/HTTPS at http://127.0.0.1:7897. global curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e 1 true 1.0 current statement level workspace_types workspace_ids source_ids counterexample_source_ids occurrence_count explicit confidence status Never perform blocking I/O inside async def; use def in FastAPI. global curated_baseline:d3a20d44-6001-4c88-8772-65dbfac75e6e 1 true 1.0 current	571	b84354eb37ab531c5be3076d5c3f130399f235bc33c8cf9453cbfcecae042e49	2026-08-12.3	3	ef77eb26-e282-4e81-88c8-7d622d14ccc7	2026-08-08T07:55:39.614383+00:00	2026-09-16T03:09:11.180111+00:00	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.