← All skills

set-up-drift-alerts

100 / 100 · Low risk

Fine to try.

By ContextJet-ai/awesome-llm-observability (GitHub) · security · 48 stars · scanned at commit 5c10e28

Use this to catch an LLM app silently getting worse in production - quality dropping, cost creeping up, inputs shifting away from what you tested. Trigger on "monitor my LLM in production", "alert me when quality drops", "detect drift", "my app got worse and I didn't notice", "set up monitoring/alerting for my AI app". Alert on the signals that actually move, not vanity metrics.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'set-up-drift-alerts' ] || [ -L ~/.agents/skills/'set-up-drift-alerts' ]; then echo 'A skill folder named set-up-drift-alerts already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ContextJet-ai/awesome-llm-observability' "$d" && git -C "$d" checkout --quiet '5c10e286ca717b1dd556df7242957fee1efd9d4a' -- 'skills/set-up-drift-alerts' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/set-up-drift-alerts' ~/.agents/skills/'set-up-drift-alerts' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'set-up-drift-alerts' ~/.claude/skills/'set-up-drift-alerts' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for ContextJet-ai/awesome-llm-observability shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/ContextJet-ai/awesome-llm-observability.svg)](https://zalavijaysinh.github.io/skilltrust/repos/ContextJet-ai/awesome-llm-observability/)

Score history