OCG Lab任务域决策系统
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任务域决策包

跨文件状态任务的稳定路径只有文件级拆解

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c

我需要把 5 万行以上的代码库迁移到新框架

r

repair@code_engineering/large_repo_migration

C'

当前没有模型能替代端到端自治迁移。应拆分:Opus 4.8 做规划和常规批处理,确定性测试套件做验证,疑难点进入人工门禁。

决策栈

使用

tasks can be decomposed to file-level, external test suite exists

claude/opus-4.8
使用

simple text/syntax transformations at scale, cost-sensitive

claude/sonnet-4.6
拆解

task requires multi-file state coherence across >50K tokens

multi-model
人工门禁

output must be directly mergeable patch

human

认知转移

模型层
ID关系执行体结果输出
CT-D2-001locate@cross_file_stateclaude/opus-4.8有边界约 5 万 token 后退化;Dynamic Workflows 可提升吞吐
CT-D2-002repair@large_repoclaude/opus-4.8有边界effective for routine batch repair when decomposed to file-level; 不能替代端到端自治迁移
CT-D2-003repair@large_repoclaude/sonnet-4.6拒绝长程多文件任务会失去一致性; use for simple batch transformations only
CT-D2-004generalize@stop_conditionclaude/opus-4.8有边界recognizes completion earlier than Fable 5; resource consumption more predictable
E-D2-001有边界

Stripe reported Fable 5 compressed months of engineering into days on large codebase migration

Anthropic Fable 5 launch, June 2026
E-D2-002不确定

Opus 4.8 cross-file state tracking degrades after ~50K tokens

根据相邻证据推断: SWE-Bench Pro results + community reports
E-D2-003有边界

Opus 4.8 Dynamic Workflows feature enables parallel agentic coding

Anthropic Opus 4.8 release, May 2026