Devops AI Skills

Optional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows.

OPS on-demand: This skill should be used when the user asks to "humanize this", "this reads like…

Use as the final stage of the Butterbase journey when hackathon_mode is true and journey-deploy has passed. Resolves which hackathon to submit to (asking the user when multiple are open), walks every…

Train or fine-tune language models with TRL or Unsloth on Hugging Face Jobs, including SFT, DPO, GRPO, reward models, and GGUF conversion. Use for cloud LLM training; use huggingface-vision-trainer…

Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.

Lambda, cold starts, event-driven design, API Gateway, and serverless frameworks

Guide for migrating Dagster projects to Apache Airflow 3 on Astro. Use when the user mentions migrating, converting, or porting Dagster (or Dagster+) code to Airflow or Astro, wants to plan or assess…

Drive one accepted change through implementation and checks to done, with one fresh review only where a mistake is costly. Use when: selected by name.

Deploy and infrastructure: web deploy, cron, package install, shell configuration.

Use this skill when the user says 'setup domain', 'configure DNS', 'SSL certificate', 'domain-ssl', 'custom domain', 'HTTPS setup', or needs to configure DNS records, SSL certificates, and custom…

Use when hunting threats or engineering detections — ATT&CK Detection-Strategies, Sigma + correlation with Detection-as-Code CI, Windows endpoint hunting (Sysmon/ETW/LSASS/LOLBins), network C2 hunting…

Create, generate, write, or scaffold Terraform .tf HCL — resources, modules, providers, variables, outputs.

Why build on Ethereum specifically. The AI agent angle — ERC-8004, x402, composability, permissionless deployment. Use when a user asks "should I build on Ethereum?", "why blockchain?", or when an…

Create, modify, review, and harden configuration for the Adobe Dispatcher Apache HTTP Server module and Apache HTTPD in AEM 6.5 LTS environments only. Use for `.any`, vhost, rewrite, cache, and filter…

Auto-instrument an application's HTTP / gRPC / DB traffic with Grafana Beyla eBPF — no code changes, no SDK, no restart. Covers requirements (Linux 5.8+ with BTF, CAP_SYS_ADMIN, host PID), language…

Data engineering practice patterns for data pipelines, ETL/ELT, orchestration, data quality, and infrastructure. Covers Airflow, Dagster, Prefect, Spark, dbt, data lakes, lakehouses, Iceberg, Delta…

Code relationship graph and temporal intelligence via abyss CLI. Provides caller tracing, impact analysis, hotspot detection, and file-level context gathering. Agent automatically runs abyss before…

Query and manage Salesforce CRM data via the Salesforce CLI (`sf`). Run SOQL/SOSL queries, inspect object schemas, create/update/delete records, bulk import/export, execute Apex, deploy metadata, and…

Auditing a dependency for supply-chain risk before install (pip/npm/go/cargo): checks typosquatting, maintainer/age risk, vulnerability DBs (OSV, GHSA, Socket), and lockfile hash pinning, then emits a…

Use when two Polymarket markets imply different probabilities for a linked outcome.

Handle message failures with retry strategies, failure transport, and recovery in Symfony Messenger (Recoverable/Unrecoverable exceptions)

Bug fix orchestrator — active_flow fix_bug; reads specs/bugs/BUG-*.md; chains investigate-bug, develop-tdd, validate-fix. Use when user reports a defect.

Use when building comprehensive monitoring and observability systems.

Investigate a Datadog product usage or cost spike by correlating Usage Metering data (when/what spiked) with Audit Trail config changes (who changed what in the preceding window).

Hunt threat-intelligence indicators of compromise (IoCs) across Dynatrace logs and spans and produce a 0-100 threat-exposure score. Extracts and normalizes IoCs — IPs, Domains (hostnames included),…

Reference for Bitwarden GitHub Actions naming conventions that the workflow linter (bwwl) does not enforce. Covers three standards — job IDs (kebab-case), step names (Sentence case imperative), and…

Create, build, and deploy Webflow Cloud apps from the CLI (site-attached or project apps), and manage existing ones — apps, domains, environments, deployments, build/runtime logs, and environment…

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Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs. Use when building vanilla JavaScript applications, implementing…

Convene a War Council of expert personas to critique ideas, stress-test decisions, and generate alternatives. Use when the user asks to run the war council, get multiple perspectives, stress-test a…

Use when a matter involves real estate ownership, leasing, off-plan purchases, RERA regulation, Ejari or Tawtheeq registration, or real estate transactions in UAE (Dubai, Abu Dhabi, and other…

Security and compliance guidance for Amazon ECS — "ECS was unable to assume the role", task role vs execution role, iam:PassRole, confused-deputy aws:SourceArn trust, Fargate vs EC2 shared…

Respond to production incidents systematically with triage, investigation, resolution, and post-mortem analysis to minimize downtime and prevent recurrence. Use when handling production outages,…

Deploy + marketing orchestrator. Use when user says 'launch', 'ship to production', 'deploy and announce', or 'go live'. Runs the full pipeline — pre-flight tests, deployment, live verification,…

Guides the LLM lifecycle from strategy to deployment. Use when planning, comparing, fine-tuning, distilling, compressing, migrating, or operating LLM systems.

Continuous integration for Go projects: GitHub Actions pipelines, caching, golangci-lint setup, test/coverage gates, vulnerability scanning, SAST (CodeQL, gosec), Dependabot, action pinning, build…

Use when extracting an in-app Electron native-module integration (N-API addon + build scripts + packaging config + release CI) into a standalone, source-distributed npm library — or when authoring…

Audit project health across 7 dimensions (documentation, test coverage, security, code quality, dependencies, database, build/deploy) producing a scored report with prioritized fixes. Use for periodic…

Analyzes Windows Security, System, and Sysmon event logs in Splunk to detect authentication attacks, privilege escalation, persistence mechanisms, and lateral movement using SPL queries mapped to…

Manages Corezoid environment variables (env_var) — create, list, modify, delete, and use variables in process JSON. Activate when the user mentions "variable", "env var", "environment variable",…

Design escalation path -- Tier 1 to Tier 2 to Engineering handoff, decision criteria, and communication templates. Use when asked to "design our escalation process", "when should support escalate to…

Check Kubernetes manifests, Helm charts, Kustomize overlays and live clusters against NSA-CISA, MITRE ATT&CK, CIS (EKS, AKS, GKE, vanilla) and SOC2 with the Kubescape CLI. Covers framework choice,…

Huawei Cloud safety policy for agents. Use when handling credentials, secrets, IAM, public exposure, billing, destructive actions, scaling, write operations, hooks, command approval, output redaction,…

Every Huntress endpoint, plus fleet-wide incident, coverage, and billing rollups the API can't. Trigger phrases: `show me all critical huntress incidents`, `huntress coverage gaps across my orgs`,…

Share an Open Design artifact as a live link (a temporary no-account link, or your own Netlify, Vercel, Cloudflare Pages or GitHub Pages), or as one self-contained HTML file — use whenever the user…

Use when working with a person on a HyperFrames project in Studio: first, whether their message asks for a change at all (questions, loose ideas and "don't change anything" get an answer and a plan,…

6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building,…

Auditing Google Cloud Platform IAM permissions to identify overly permissive bindings, primitive role usage, service account key proliferation, and cross-project access risks using gcloud CLI, Policy…

Runs batch and HPC workloads on GKE, utilizing job queues and parallel processing. Use when running GKE batch jobs, configuring GKE HPC, or setting up GKE job queues. Don't use for standard web…

Install and onboard a user into LifeOS — the Life Operating System (current state → ideal state via TELOS + the Algorithm). The agentic installer detects your OS + harness, wires hooks with…

Use when working with WizTelemetry Ruler extension for KubeSphere, including installation, configuration, alerting rules management