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SkillsMP has collected 9 skills from featbit/featbit-release-decision-agent. Open a skill to review its source and details.
Showing 9 of 9 collected skills.
Makes product or AI changes reversible before they are visible, and defines who sees the change, how much traffic, and how expansion will be controlled. Activate when triggered by CF-03 or CF-04 from the release-decision framework, or when user says "feature…
Evaluates collected data to determine if evidence is sufficient to decide, then frames the outcome as CONTINUE, PAUSE, ROLLBACK CANDIDATE, or INCONCLUSIVE. Activate when triggered by CF-06 or CF-07 from the release-decision framework, or when user says…
Creates and manages experiments as database-backed records — the unified replacement for an online A/B test dashboard. Activate when user is ready to start collecting data for a hypothesis, wants to set up an experiment, needs to pull or organize experiment…
FeatBit release decision philosophy and control framework. Activate when the user is anywhere in the loop from intent to implementation to feedback to next iteration and needs the right decision lens, not a fixed workflow. Triggers — "release decision", "what…
Converts a clear business goal into a falsifiable hypothesis before implementation begins. Activate when triggered by CF-02 from the release-decision framework, or when a goal exists but there is no explicit causal claim linking a change to an expected…
Extracts the real business outcome when the user has a vague direction or jumps to tactics before the goal is clear. Activate when triggered by CF-01 from the release-decision framework, or when user says "I want to improve X", "we should add Y", "increase…
Captures structured learnings at the end of an experiment or release cycle so the next iteration starts from evidence rather than memory. Activate when triggered by CF-08 from the release-decision framework, or when user says "what did we learn", "close this…
Defines the primary success metric, guardrails, and event instrumentation for a hypothesis before exposure begins. Activate when triggered by CF-05 from the release-decision framework, or when user asks "how do I measure this", "what metrics should I use",…
Sync release-decision experiment state to the web database. Provides the `sync.ts` CLI script that all other skills call to persist state changes (update fields, advance stage, log activities, manage experiment runs). Activate whenever a skill needs to write…