[KongchangAI]
Expired50% confidenceSolutionExact time

When a round of prompts fails the internal quality check, Loop Assist precisely identifies the parts that need modification and locates the specific failure conditions, rather than blindly re-running.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/24/2026
First Seen

This claim has expired. It is kept for the record and no longer describes the current state.

Valid until: 10/22/2026(expired)

Sources

提示词自动迭代新思路:会自省、会止损的 /loop 编译器模式
redditr/learnmachinelearning7/9/2026

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https://kongchang.com/claim/606938
API
curl https://kongchang.com/api/v1/knowledge/claims/606938
MCP
get_claim(id=606938)