Unverified50% confidenceDecision RuleExact time
panel's review loop is capped at three rounds; if problems remain after three rounds, the lead agent completes the work itself, and its changes must likewise undergo review.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
Related Entities
Related Claims
Unverifiedpanel's review loop rules stipulate that at any given time only one agent has write permission, while the other agents perform read-only multi-angle reviews of the frozen changes (spec compliance, correctness and edge cases, test effectiveness).71% similarUnverifiedThree checks carry most of the evaluation work: comparing actual step counts against expected ranges, where runs that hit the step limit are cleanly separated from runs that finish in four steps; checking tool calls, where tools that were called but returned no usable result, and tools that should have been triggered but never were, have nowhere to hide; and checking the trajectory, i.e. the action sequence, which catches reruns, skipped steps and loops.70% similarUnverifiedInspect breaks down the evaluation process into modules around three main threads: datasets, solving logic, and scoring mechanisms.70% similarUnverifiedAgent evaluation must simultaneously satisfy three conditions—reasonable result, reasonable evidence, and a reasonable tool-calling chain—before an answer can be judged correct, and none of the three can be missing.68% similarUnverifiedDecoupling the three stages of discovery, documentation, and execution can prevent errors from cross-contaminating within a single loop, and allows each layer to be independently audited and optimized67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1077966API
curl https://kongchang.com/api/v1/knowledge/claims/1077966MCP
get_claim(id=1077966)