What problem does it solve?
Strengthen resolves uncertainty and staleness in AI-managed project artifacts by converting flagged weak or stale content into concrete, reviewable changes backed by fresh research and project context.
Core Features & Use Cases
- Evidence-first strengthening workflow: Uses triggering request, source artifacts, local runtime state, and required receipt/proof to produce bounded outcomes.
- Researcher-driven decisioning for stale items: Consults the appropriate research agent(s) when artifacts are older than the stale threshold to avoid outdated practices.
- Approval-gated dry-run diffs: Builds a suggested diff first and only applies changes after explicit user approval, preventing accidental or unsupported edits.
- Confidence scoring and verification discipline: Scores each strengthened artifact and re-validates capability/link integrity when artifact ownership or references change.
Quick Start
Ask your AI to run strengthen for the artifacts flagged by audit: use the prompt "Strengthen the weak or stale artifacts flagged by supervibe:audit and provide an evidence-backed dry-run diff for approval."