Diagnose the environment mismatch without trial-and-error pushes
When builds or tests pass locally but fail in CI, this recipe compares commands, environments, and dependency resolution to pinpoint the mismatch quickly.
Create a skill called "Works Locally, Fails in CI Debugger". Given: - Local command(s) that pass - CI job logs and the exact CI command(s) - Versions (OS, runtime, package manager) Output: - A diff checklist (command, versions, lockfile, env vars) - The top 5 likely causes ranked by evidence - A minimal fix plan plus a prevention plan (pinning, smoke tests, env checks)
CI runners start from clean images and differ from laptops. This recipe standardizes how
you capture differences and confirm the true cause.
Catch silent tool/version drift before it breaks CI or prod
Prevent subtle mismatches between laptops, CI runners, and staging by detecting drift in runtime versions, build flags, and dependency resolution.
One command to go from "fresh laptop" to "tests passing"
Standardize local setup to eliminate "works on my machine" issues. Generates a single bootstrap path (scripts, containers, env vars) and a smoke test to prove readiness.
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.