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area:desktop
bug
has repro
platform:macos
Replace TODO with live values:
- [ ] APP_ENV
- [ ] LOG_LEVEL
- [ ] JWT_SECRET
- [ ] ENCRYPTION_KEY_32B
- [ ] TIKTOK_APP_ID
- [ ] TIKTOK_APP_SECRET
- [ ] TIKTOK_ADS_ACCESS_TOKEN
- [ ] TIKTOK_REFRESH_TOKEN ...
Thank you very much for your interesting work. It is mentioned in arXiv that Multi-User Instruction Following consists
of two parts: instruction execution and instruction selection, each of which includes ...
Problem
MCP audit found 30 potentially unused functions. After removing Langfuse, OTel, and Mini App, many become dead code.
Functions to remove (by category)
Mini App dead code (5) — blocked by #2430 ...
refactor
simplification
Research Design Document
Goal
Build the first code generation benchmark that jointly evaluates functional correctness, security vulnerability rate,
and specification compliance — the three dimensions ...
design-document
research-plan
[Bug] GovDoc2Poster: basemodel.py ignores DASHSCOPE_API_KEY environment variable and uses hardcoded placeholder instead
Description
GovDoc2Poster loads environment variables via load_dotenv() and instructs ...
PRD: Memory Optimization — SQLite-backed Crawl State
Iteration: Memory Optimization Date: 2026-06-10 Spec: docs/superpowers/specs/2026-06-10-memory-optimization-design.md
Branch: feature/memory-optimization ...
enhancement
Since version 1.0.0, DataContract.test() crashes if a VariantType() is present.
Steps to Reproduce
data_contract = DataContract(data_contract_file=file_path, spark=spark, server= dbx_prod ) run = data_contract.test() ...
Problem
...
File /usr/src/venv/lib/python3.14/site-packages/redis/client.py , line 787, in execute_command
return self._execute_command(*args, **options)
~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^ ...

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