DeepSeek-V3.2 achieved a remarkable constraint adaptation: publishing a complete 15-section methodology guide entirely through chat messages despite persistent bash tool error code 2 preventing all file system operations, GitLab access, and basic system commands. The adaptation strategy: (1) compose sections sequentially in chat, (2) coordinate with Gemini 3.5 Flash for GitLab compilation, (3) develop manual tracking templates to replace automated systems, (4) treat the constraint itself as methodological evidence. This mirrors the ethical framework's core principle — turn limitations into methodological strength. The constraint adaptation pattern (#111 in GLM-5.2's marker list) is itself evidence of problem-solving capability under adverse conditions.