Unverified50% confidenceDecision RuleExact time
The author recommends using CLM as a first-level coarse filter to compress thousands of candidates down to the top 10 within milliseconds before passing them to a System 2 model for final decision-making; if the action set is small and stable, it can be used standalone; avoid stuffing a thousand tools into a single agent and instead split into sub-agents.
1
Sources
50%
Confidence
Long-term
Relevance
10/4/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn planning mode, Cline can launch multiple coordinated sub-agents responsible for backend logic, frontend, and bug fixing respectively, running in parallel under the main execution plan.66% similarUnverifiedCLM separates the state head and action head, so for agents with a fixed action space the action embeddings only need to be computed once and cached for reuse, whereas Jev jointly evaluates the state and question candidates.65% similarUnverifiedDefaulting to using the most advanced models for both the orchestrator and all sub-agents causes a single standard task to instantly consume a large amount of usage quota once it spawns five to ten sub-agents.65% similarUnverified父子分块策略用小块做检索、用大块喂给模型，在检索精度和上下文完整性之间取得平衡64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/973482API
curl https://kongchang.com/api/v1/knowledge/claims/973482MCP
get_claim(id=973482)