Unverified50% confidenceSolutionExact time
Before creating embeddings, cleanup work must be completed at the document level, including deleting duplicate and outdated files, retaining metadata, splitting by meaningful sections, retaining source citations for each chunk, and defining document conflict handling rules.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFor irreversible operations such as deleting files, modifying databases, and deploying to production, a human approval step should be retained and implemented through a Human-in-the-Loop (HITL) mechanism, rather than allowing agents to complete them fully automatically.67% similarUnverifiedAfter organizing a folder, WorkBuddy generates an undo script that can be run to restore operations with a single click, enabling rollback.64% similarUnverifiedArchive过程会应用Release编译配置(开启代码优化、去除调试符号)并进行正式的代码签名,同时生成dSYM符号表文件62% similarUnverified卸载软件应优先使用软件自带的卸载程序或系统应用管理界面,直接删文件容易留下残余60% similarVerifiedCommon context pruning strategies include sliding window (retaining the most recent N messages), summary compression (summarizing old messages into a summary), and importance filtering (prioritizing the retention of tool call results).59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1010471API
curl https://kongchang.com/api/v1/knowledge/claims/1010471MCP
get_claim(id=1010471)