Cut through Dependabot noise and fix what actually matters
Prioritize vulnerability alerts by exploitability and production impact, reduce false positives, and establish an SLA-based remediation workflow.
Create a skill called "Vulnerability Alert Triage". Ask me for: - Our risk tolerance (critical services vs low-risk apps) - Current alert sources (Dependabot, npm audit, etc.) Output: - A prioritization matrix and severity SLAs - An auto-triage ruleset proposal - A remediation workflow template (PR format + verification) - A dismissal documentation template
Security tooling can overwhelm teams with alerts. This recipe introduces a triage matrix,
automation rules, and a clear developer-friendly workflow.
Fix stale-cache failures without nuking everything forever
When caching speeds CI but occasionally causes confusing failures, this recipe introduces safe cache keys, cache-busting rules, and a controlled recovery flow.
Stop flaky tests from blocking PRs while you fix them
Quarantine known flaky tests into a separate lane so they don't block merges, while preserving visibility and enforcing a fix-by deadline.
Real sources, named experts, actual quotes
Deep research that finds primary sources with named individuals, community sentiment from Reddit/HN/X, and news coverage. No summaries of summaries — actual quotes with URLs.
Local-first AI assistant that automates small daily tasks safely on your device
A personal, local-first AI assistant that automates small daily tasks—organizing files, setting reminders, and monitoring system events—without touching sensitive data or taking risky actions without your approval.