AI & LLM Engineering · By simbajigege

A developer guide to adding compact memory to an agent: when to trigger compaction, how to fork a compactor sub-agent, what the summary holds, and how to restore it.

simbajigege/book2skills

Helps define agent tools with a fail-closed pattern: one class holding name, schema, security flags and a validate, permission and call execution chain.

simbajigege/book2skills

Implements a production-style agent loop in your own AI product, with tool calling, tool results fed back, exit conditions and budget guards.

simbajigege/book2skills

Guides designing a layered permission pipeline for agent tools that decides which calls are allowed, need confirmation or are denied, with scopes and hooks.

simbajigege/book2skills

Build LangChain (Python) tools using Claude Code's fail-closed design pattern — unified name/schema/security/execution in one class, with automatic three-layer execution (validate → permission →…

simbajigege/book2skills

Harness Engineering 第一阶段：扫描现有项目，生成 AGENTS.md（目录文件）和完整的 docs/ 知识库结构。

simbajigege/book2skills

Harness Engineering 第一阶段第二步：深度分析项目代码，填充业务解决方案、架构、约定、技术决策和质量标准等 docs/ 知识库内容。

simbajigege/book2skills