Intent Shaping

This skill handles CF-01: Intent Clarification from the release-decision framework.

Its job is to extract a real, measurable business outcome from a vague or tactic-first statement before any hypothesis, implementation, or measurement work begins.

When to Activate

• User describes a desire without a measurable outcome ("we want more engagement")
• User names a solution before naming the problem ("we should add a better CTA")
• User mixes goal and implementation ("improve the onboarding flow so users see the feature")
• goal field is empty or vague

On Entry — Read Current State

Call featbit_release_decision_get_experiment through the configured FeatBit experimentation MCP server to load the current experiment state. Check: