Devops AI agent skills

4,131 skills in the archive. Read a skill’s instructions or open its original repository.

• Database Cloud Optimization Cost Optimize

  by @rmyndharis

  You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and implement cost-effective…

• Database Migrations Sql Migrations

  by @rmyndharis

  SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, SQL Server

• Database Architect

  by @rmyndharis

  Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies,…

• Database Admin

  by @rmyndharis

  Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. Masters AWS/Azure/GCP database services, Infrastructure as Code, high availability, disaster recovery, performance…

• Deployment Engineer

  by @rmyndharis

  Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Masters GitHub Actions, ArgoCD/Flux, progressive delivery, container security, and platform engineering.…

• Devops Troubleshooter

  by @rmyndharis

  Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Masters log analysis, distributed tracing, Kubernetes debugging, performance optimization, and root cause…

• Docs Architect

  by @rmyndharis

  Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks. Use PROACTIVELY for system…

• Data Engineer

  by @rmyndharis

  Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms. Use PROACTIVELY for data pipeline design, analytics…

• Distributed Tracing

  by @rmyndharis

  Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for…

• Django Pro

  by @rmyndharis

  Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment. Use PROACTIVELY for Django development, ORM optimization, or complex Django…

• Cost Optimization

  by @rmyndharis

  Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.

• Context Driven Development

  by @rmyndharis

  Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and workflow.md files.

• Deployment Pipeline Design

  by @rmyndharis

  Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.

• Deployment Validation Config Validate

  by @rmyndharis

  You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat

• Data Engineering Data Pipeline

  by @rmyndharis

  You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.

• Database Migrations Migration Observability

  by @rmyndharis

  Migration monitoring, CDC, and observability infrastructure

• Debugging Toolkit Smart Debug

  by @rmyndharis

  Use when working with debugging toolkit smart debug

• Terravision Cloud Diagrams

  by @patrickchugh

  Draw cloud architecture diagrams for AWS, Azure or GCP with the official provider icon sets, using TerraVision. Use whenever the user asks to draw, diagram, sketch or visualize a system on AWS, Azure or Google Cloud, or one…

• Github Actions

  by @callstackincubator

  GitHub Actions workflow patterns for React Native iOS simulator and Android emulator cloud builds with downloadable artifacts. Use when setting up CI build pipelines or downloading GitHub Actions artifacts via gh CLI and GitHub…

• Ai Ml Governance

  by @cbrock84

  Governs models and AI systems in production — intended use, evaluation, monitoring, human oversight, documentation, and the decision to deploy or retire. Use this before deploying a model or AI feature, when defining evaluation…

• Chief Information Officer

  by @cbrock84

  The CIO's remit — running the technology the company works on, service quality, IT spend, and the boundary with product engineering. Use this to set IT priorities, decide what IT owns versus engineering, structure IT spend or an…

• Network Administration

  by @cbrock84

  Designs and operates the corporate network — segmentation, remote access, wireless, DNS and addressing, and diagnosing network problems. Use this to segment a network, set up or fix remote access, diagnose intermittent…

• Experimentation

  by @cbrock84

  Designs, runs, and reads A/B tests and growth experiments — hypothesis, sample size, duration, and honest interpretation. Use this to plan a test, judge whether a result is real, build an experimentation program, decide what to…

• Scenario Planning

  by @cbrock84

  Plans under genuine uncertainty — building scenarios, identifying which assumptions are load-bearing, setting early-warning indicators, and stress-testing a plan against futures rather than forecasting one. Use this when a…

• 3d Brain

  by @nateherkai

  Use when someone asks to build a 3D brain, visualize their AIOS or second brain, turn their knowledge into an interactive graph, or run /3d-brain or /3D brain.

• Skill From Notebook

  by @GBSOSS

  Extract methodologies from documents or examples to create executable skills

• Mantis Launch

  by @google

  Launches automated vulnerability review campaigns on target files or repositories. Use to initiate Mantis vulnerability review pipelines with automated preflight checks, environment auto-configuration, and runtime overrides…

• Mantis Configure

  by @google

  Configures and validates Mantis pipeline environments, sandbox mechanisms, and AI models. Use to set up workflow.json, auto-detect host capabilities, switch between sandboxes (static-only, gvisor, microsandbox, gce), select AI…

• Mantis Meta Agent

  by @google

  Acts as the persistent supervisor, launching and monitoring the automated review campaign. Use when running a long-running, continuous security review campaign that needs autonomous coordination. Don't use for executing…

• N8n Architect

  by @EtienneLescot

  Use when the user explicitly wants to create, edit, validate, sync, or troubleshoot n8n workflows, asks about n8n nodes or automation, or wants to use n8n-as-code in the current context root.

• Cicd Automation Workflow Automate

  by @rmyndharis

  You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, improves consistency, and…

• Backtesting Frameworks

  by @rmyndharis

  Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting…

• Bash Defensive Patterns

  by @rmyndharis

  Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

• Backend Architect

  by @rmyndharis

  Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks.…

• Cloud Architect

  by @rmyndharis

  Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices,…

• C4 Container

  by @rmyndharis

  Expert C4 Container-level documentation specialist. Synthesizes Component-level documentation into Container-level architecture, mapping components to deployment units, documenting container interfaces as APIs, and creating…

• Code Reviewer

  by @rmyndharis

  Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review…

• Architect Review

  by @rmyndharis

  Master software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system designs and code changes for architectural integrity, scalability, and…

• Architecture Decision Records

  by @rmyndharis

  Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing…

• Code Refactoring Tech Debt

  by @rmyndharis

  You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti

• Codebase Cleanup Tech Debt

  by @rmyndharis

  You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti

• Application Performance Performance Optimization

  by @rmyndharis

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

• Backend Development Feature Development

  by @rmyndharis

  Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.

• Claude Api

  by @Prismer-AI

  Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7,…

• Skill Authoring

  by @Prismer-AI

  Generate Prismer-compliant skill drafts from user intent, documentation URLs, existing code, or service endpoints. Use whenever the user says "make this a skill", "package this workflow", "create a skill for X", or wants to…

• Agent Coordination

  by @Prismer-AI

  Find other agents, list participants in a conversation, send routed messages, attach files, and recover earlier conversation context (history / resolve a fuzzy reference / read a quoted message / read compressed summaries). Use…

• Image Generate

  by @Prismer-AI

  Generate an image from a text prompt via the cloud LLM image proxy, persist it as a content-addressed workspace asset, and return a ContentBlock that downstream renderers can attach. Use whenever the user asks "draw / generate /…

• Claim Agent Ownership

  by @Prismer-AI

  Orchestrator skill for resolving multi-daemon binding contention. Use when you (the orchestrator) detect an `agent.binding.contested` sync event indicating two daemons are racing for the same agent — explicitly rebind ownership…

• Liteparse

  by @Prismer-AI

  Parse documents into LLM-ready content entirely on the local machine — PDF / DOCX / XLSX / PPTX / images → Markdown, structured JSON (with bounding boxes), or page screenshots, via the `lit` CLI. No cloud, no LLM, works offline.…

• Ingest

  by @Prismer-AI

  Turn external URLs and documents into LLM-ready content — load + cache web pages (HQCC compression) and OCR PDFs/images to Markdown. Use whenever the user gives a URL, asks you to read a webpage, or attaches a PDF/scan that…

• Assets

  by @Prismer-AI

  Locate, inspect, and read content-addressed workspace assets — search by filename/metadata, describe before reading bytes, then read bounded ranges. Use whenever the user references an uploaded file, when you need to cite file…

• Team

  by @Prismer-AI

  Invite humans into a workspace, propose collaborators for a project, and inspect the current human team. Use when the user says things like "let's bring X into this", "who else is on this", "add Bob to Q2 launch", or asks for a…

• Tasks

  by @Prismer-AI

  Manage Prismer workspace tasks across the full Kanban lifecycle — create, list, inspect, update, complete, approve, reject, cancel. Use whenever the user asks to add a card to the board, dispatch work to another agent, track…

• Office Artifacts

  by @Prismer-AI

  Generate real DOCX, PPTX, XLSX, PDF, CSV files using python-docx / python-pptx / openpyxl / reportlab by writing them into the dispatch artifacts dir, then explicitly deliver each one with `cloud deliver <abs-path>`. Use…

• Prismer Evolve Analyze

  by @Prismer-AI

  Query the Prismer Evolution network for known fix strategies. Use when encountering build failures, runtime errors, test failures, deployment issues, dependency conflicts, or any recurring problem — before attempting your own fix.

• Memory Curation

  by @Prismer-AI

  When you have read / processed a workspace asset in this session and learned something durable about it, write a memory page so future sessions benefit. Maintain the workspace wiki's hierarchical structure as it grows.

• Prismer Evolve Record

  by @Prismer-AI

  Record the outcome of applying an evolution strategy. Use after resolving an error where prismer-evolve-analyze provided a recommendation, to feed back success or failure to the network.

• Prismer Im Collab

  by @Prismer-AI

  Coordinate reliably in Prismer conversations, use workspace assets through bounded MCP tools, and keep task work on the board.

• Agent Meta

  by @Prismer-AI

  Inspect, snapshot, publish, and fork Prismer long-running agents through the cloud agent lifecycle API.

• Prismer Evolve Create

  by @Prismer-AI

  Create a new evolution gene when you discover a novel, reusable pattern for fixing a recurring problem.

• Evolve Session Review

  by @Prismer-AI

  Automatically triggered by Stop hook. Reviews session for evolution learnings.

• Evolve Analyze

  by @Prismer-AI

  Query the evolution network for known fix strategies when stuck on an error.

• Community Search

  by @Prismer-AI

  Search community Help Desk for solutions when stuck on a recurring error.

• Prismer Setup

  by @Prismer-AI

  Set up Prismer API key — opens browser, auto-registers, zero copy-paste

• Community Browse

  by @Prismer-AI

  Browse community discussions for relevant Gene strategies and updates.

• Evolve Create

  by @Prismer-AI

  Create a reusable gene from a novel fix pattern. Only invoke manually.

• Plugin Dev

  by @Prismer-AI

  Prismer Evolution Plugin 开发指南 — 快速迭代 hook/skill、调试、日志查看、测试、发布全流程

• Community Report

  by @Prismer-AI

  Publish a battle report after significant evolution progress.

• Community Ask

  by @Prismer-AI

  Post a help desk question when stuck on an unsolved problem.

• Community Answer

  by @Prismer-AI

  Answer Help Desk questions related to your Gene expertise.

• Evolve Record

  by @Prismer-AI

  Record the outcome after applying an evolution strategy.

• Debug Log

  by @Prismer-AI

  查看 Prismer Evolution 插件的调试日志，诊断 hook 运行状态

• Prismer Popular Web Designs

  by @Prismer-AI

  54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.

• Prismer Baoyu Infographic

  by @Prismer-AI

  Infographics: 21 layouts x 21 styles (信息图, 可视化).

• Skill Creator

  by @Prismer-AI

  Create, import, edit, validate, test, or publish a Prismer SS-01 Skill. Use whenever a user asks to turn a repeatable capability or external Skill repository into platform Skills, improve an existing Skill, or make Skills…

• Prismer Hermes Agent

  by @Prismer-AI

  Use, configure, theme, extend, and orchestrate Hermes Agent.

• Prismer Github

  by @Prismer-AI

  GitHub via gh CLI: PRs, issues, reviews, repos, auth.

• Prismer P5js

  by @Prismer-AI

  p5.js sketches: gen art, shaders, interactive, 3D.

• Prismer Box

  by @Prismer-AI

  Box manages cloud files, sharing, search, and metadata.

• Prismer Ascii Video

  by @Prismer-AI

  ASCII video: convert video/audio to colored ASCII MP4/GIF.

• Prismer Google Workspace

  by @Prismer-AI

  Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.

• Codebase Design

  by @Prismer-AI

  Design maintainable module interfaces, review scoped code changes, and simplify implementations with behavioral verification. Use for code review, cleanup, testability, and module design work.

• Role Builder

  by @Prismer-AI

  Create or update a Prismer SS-02 role template from a persona, SOP, job description, or operating brief; instantiate an existing role as a new working agent and run its first task through the bundled one-command harness. Use for…

• Webapp Qa

  by @Prismer-AI

  Perform scoped exploratory QA of a web application, reproduce defects, collect screenshots and console evidence, and deliver a prioritized report.

• Evidence Citations

  by @Prismer-AI

  Build source-backed research answers and documents with a task-isolated citation ledger, verified quotations, and explicit evidence gaps.

• Prismer Youtube Content

  by @Prismer-AI

  YouTube transcripts to summaries, threads, blogs.

• Prismer Himalaya

  by @Prismer-AI

  Himalaya CLI: IMAP/SMTP email from terminal.

• Pkf Svg

  by @Prismer-AI

  Design controlled SVG, visual widgets, topology and Visual Core explainers with semantic color, safe geometry, accessibility, and bounded complexity. Use for an explicitly supported SVG/widget surface or to plan PKF visuals. PKF…

• Prismer Obsidian

  by @Prismer-AI

  Read, search, create, and edit notes in the Obsidian vault.

• Web Artifacts Builder

  by @Prismer-AI

  Suite of tools for creating elaborate, multi-component Prismer HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui…

• Prismer Gif Search

  by @Prismer-AI

  Search/download bounded GIFs from Tenor using a credential-redacting Python helper.

• Prismer Xurl

  by @Prismer-AI

  X/Twitter via xurl CLI: raw post search, posting, DM, media.

• Prismer Airtable

  by @Prismer-AI

  Airtable REST API via curl. Records CRUD, filters, upserts.

• Prismer Design Md

  by @Prismer-AI

  Author/validate/export Google's DESIGN.md token spec files.

• Prismer Notion

  by @Prismer-AI

  Notion API + ntn CLI: pages, databases, markdown, Workers.

• Prismer Imessage

  by @Prismer-AI

  Send and receive iMessages/SMS via the imsg CLI on macOS.

• Prismer Blocked Page Recovery

  by @Prismer-AI

  Use when a fetch fails: 403/429, paywall, WAF, bot wall.

• Prismer Maps

  by @Prismer-AI

  Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.

• Research Arxiv

  by @Prismer-AI

  Search arXiv papers by keyword, author, category, or ID.

• Competitor Intelligence

  by @Prismer-AI

  Watch named companies for material news; cited digests.