Certified AI Skills for Claude Code, Codex, OpenClaw, and Google Antigravity

Builds an observability improvement brief for log noise reduction brief work, turning alerts, dashboards, logs, or incident examples, service objective and failure mode, and noise, coverage, and routing pain points into log signal-to-failure-mode mapping, noise alert quality and noise review, and reduction monitoring remediation path.

Builds an incident response artifact for on call handoff brief work, turning timeline, alert, log, or on-call note, affected service and customer impact, and mitigation, owner, and escalation context into call incident chronology reconstruction, handoff impact and mitigation trace, and brief operator handoff or follow-up queue.

Builds a test-planning artifact for regression test plan builder work, turning feature, flow, bug, or risk area, test framework and available fixtures, and critical paths and edge cases into regression scenario coverage matrix, test fixture and assertion design, and plan regression-risk guardrail.

Builds a release-engineering runbook artifact for release runbook writer work, turning pipeline, deployment, or release notes, target environment and rollback expectations, and gates, checks, and owner approvals into release release gate inventory, runbook failure and rollback path, and engineering operator-ready execution sequence.

Builds a DevOps implementation template for runtime config template work, turning runtime, module, or environment configuration, target platform and deployment path, and secret, variable, and dependency constraints into runtime runtime configuration contract, config environment and dependency guardrail, and template copy-paste-safe implementation skeleton.

Builds an observability improvement brief for slo definition helper work, turning alerts, dashboards, logs, or incident examples, service objective and failure mode, and noise, coverage, and routing pain points into user-journey reliability target, SLI/SLO threshold design, and error-budget policy.

Builds a DevOps implementation template for terraform module scaffold work, turning runtime, module, or environment configuration, target platform and deployment path, and secret, variable, and dependency constraints into terraform runtime configuration contract, module environment and dependency guardrail, and scaffold copy-paste-safe implementation skeleton.