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ai-operations

100 / 100 · Low risk

Fine to try.

By harness/harness-skills (GitHub) · coding · 134 stars · scanned at commit 9c274a3

Configure Harness AI-powered operations (AIDA) via MCP. Set up predictive failure analysis with ML models for memory leaks, disk exhaustion, connection pool saturation, and latency degradation. Configure intelligent alert correlation and noise reduction to reduce alert volume. Use when asked to set up predictive failure analysis, configure AI-powered alerting, reduce alert noise, or enable ML-based anomaly detection. Do NOT use for pipeline debugging (use debug-pipeline instead) or SLO manageme…

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/'ai-operations' ] || [ -L ~/.agents/skills/'ai-operations' ]; then echo 'A skill folder named ai-operations already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/harness/harness-skills' "$d" && git -C "$d" checkout --quiet '9c274a3c1cebc5cf26e5501c118e1ff03b63502f' -- 'skills/observability-governance/ai-operations' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/observability-governance/ai-operations' ~/.agents/skills/'ai-operations' && 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/'ai-operations' ~/.claude/skills/'ai-operations' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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