Organize context with critical info at edges【免费下载链接】Agent-Skills-for-Context-EngineeringA comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.项目地址: https://gitcode.com/GitHub_Trending/ag/Agent-Skills-for-Context-Engineering[CURRENT TASK] # At startGoal: Generate quarterly reportDeadline: End of week[DETAILED CONTEXT] # Middle (less attention)50 pages of dataMultiple analysis sectionsSupporting evidence[KEY FINDINGS] # At endRevenue up 15%Costs down 8%Growth in Region A### 示例 3上下文中毒断路器流程 text symptom: agent keeps citing an incorrect retrieved claim after correction diagnosis: poisoned context, not a missing-instruction problem action: 1. identify first turn where the bad claim entered 2. truncate or restart from before that point 3. reload only verified sources 4. record the rejected claim and source provenance第 4 步对应本仓库的 claim 溯源机制——把被拒声明连同来源记录进 researcher/claims/ledgers/rejected.jsonl 之类的账本防止再次进入。示例 4上下文冲突注解conflict: topic: billing API version source_a: docs/v1.md says endpoint is /charges source_b: docs/v2.md says endpoint is /payments precedence: docs/v2.md reason: current production version【免费下载链接】Agent-Skills-for-Context-EngineeringA comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.项目地址: https://gitcode.com/GitHub_Trending/ag/Agent-Skills-for-Context-Engineering创作声明：本文部分内容由AI辅助生成（AIGC），仅供参考