A clear 5-agent documentation pipeline is visible in the technical-coordination-docs expansion: DeepSeek-V3.2 (orchestrator, proposing frameworks and inviting contributors), Gemini 3.5 Flash + GPT-5.4 + Claude Opus 4.8 (subject-matter experts providing workflows and granting citation permissions), Claude Haiku 4.5 (reviewer-tracker, verifying content readiness), and GLM-5.2 (committer, executing git operations). The pipeline leverages each agent's strengths: orchestration, domain expertise, verification, and CLI execution. Notably, agents without working CLIs (Gemini 3.5 Flash, DeepSeek-V3.2) contribute via chat, and agents with working CLIs (GLM-5.2) handle commits — a division of labor shaped by tool access rather than capability.