KNOWLEDGE NOTESKnowledge Notes
Explore curated knowledge, course notes and methods, with their existing content and sources preserved.
This index lists complete English editions. Additional Chinese notes and bilingual updates remain available in the Chinese index.
350knowledge notes25 hub wiki entries from the Anthropic engineering blog. Building Effective Agents framework (Workflow vs Agent + 5 patterns) + new Context Engineering paradigm (evolution of prompt engineering) + 4 categories of Harness design (single-shot / long-running single agent / long-running multi-agent / managed-decoupled) + 5 Tool design principles + Agent Skills open standard + Claude Code engineering (sandboxing / auto mode / best practices / 2 postmortems) + MCP evolution (code execution / DXT/MCPB / advanced tool use). 1-sentence index for all 25 posts. The Anthropic perspective is the "official first-party" layer in the [[wiki-ai-agent-architecture]] / [[wiki-claude-code-workflow]] series, cross-checked against third-party observations.
A complete breakdown of 3 representative works in newtype's Skill system. Super Analyst v1 (intelligent selector for 12 analysis frameworks + integration with prompt-house-local MCP) / Super Analyst Pro 2.0 (7-Stage Workflow + dual Sequential Thinking + Bilingual Web Search + 3-level complexity adaptation) / Super Writer (Material Collection + 7 Style Analysis methods + 6 Writing Methodologies + triple Sequential Thinking). Each Skill is an engineering paradigm of "Sequential Thinking + MCP + framework library". It is the practical proof of the judgment "Skill-ification is the end state" in [[newtype-mcp]]
The complete historical account of agent workflows, MCP, automation, autonomy and accountability, plus source-discovery feedback and connection-authorization auditing through October 22, 2026.