plan-tune

Prompt fatigue is reduced by tuning gstack prompts to align with developer psychographics. The workflow adapts prompt sensitivity in real time, applying offline settings during deep work and targeted prompts during planning for smoother workflows.

Developer psychographics tuning adapts prompt behavior to match your cognitive work state. It reads frontmatter configuration and applies proactive or reactive controls across a dual-track profile to ensure predictable, focused outcomes.

You configure frontmatter settings to enforce safety gates and apply proactive or offline modes. This ensures predictable behavior by adapting prompts in real time across the dual-track profile based on user cues.

Yes, the self-tuning question sensitivity adjusts gstack prompts based on user cues and your current profile. It provides targeted prompts for debugging while minimizing interruptions during deep work or planning.

Tuning prompts relies on reading frontmatter configuration and enforcing safety gates for predictable behavior. Its effectiveness depends on accurate profile cues, meaning misconfigured offline settings could suppress necessary debugging prompts.