Devops AI agent skills

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

• Cortex Model

  by @jeremylongshore

  Build an ML pipeline — from data to trained model to serving endpoint. Use when asked to "build ML model", "train a model", "prediction pipeline", "classification", or "regression".

• Atlas Changelog

  by @jeremylongshore

  Maintain per-repo and cross-repo changelogs — append structured entries after agent work. Use when asked to "log this change", "update changelog", "what changed", "change history".

• Atlas Report

  by @jeremylongshore

  Render agent findings as a styled HTML report in the browser. Use when asked for "full report", "detailed report", "show in browser", or when CLI output exceeds the 40-line budget.

• Cortex Recon

  by @jeremylongshore

  ML reconnaissance — inventory all models, pipelines, data sources, and monitoring. Use when asked "what ML do we have", "model inventory", or "ML assessment".

• Buzz

  by @jeremylongshore

  PR & Community engineer — press pitches, social media, open source community, DevRel, and coordinated launch moments.

• Deal

  by @jeremylongshore

  Revenue & Sales engineer — B2B pipeline, deal strategy, pricing proposals, sales playbooks, and enterprise closing.

• Atlas

  by @jeremylongshore

  Knowledge engineer — architecture docs, ADRs, diagrams, changelogs, onboarding, and reports.

• Draft

  by @jeremylongshore

  UX designer — user flows, information architecture, wireframes, and interaction design.

• Cortex

  by @jeremylongshore

  ML/AI engineer — LLM integrations, prompt engineering, model pipelines, evals, RAG.

• Crest

  by @jeremylongshore

  Product strategist — roadmaps, competitive analysis, OKRs, strategic narratives.

• Performance

  by @addyosmani

  Optimize web performance for faster loading and better user experience. Use when asked to "speed up my site", "optimize performance", "reduce load time", "fix slow loading", "improve page speed", or "performance audit".

• Best Practices

  by @addyosmani

  Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security audit", "modernize code", "code quality review", or "check for vulnerabilities".

• Launch Day Conductor

  by @aaron-he-zhu

  Use when the user asks to "run my launch day", "build a launch day runbook / war room", or "decide CONTINUE or ROLLBACK after the push"; produces a pre-conditions gate check (launch-readiness-auditor SHIP verdict + the…

• Hyperflow

  by @jeremylongshore

  Use when applying Hyperflow's orchestration doctrine in Codex, Antigravity, Grok, or another single-agent surface. Auto-invoke for non-trivial engineering work: build, implement, add, refactor, debug, fix, review, audit, plan,…

• Trace

  by @jeremylongshore

  Use when encountering bugs, test failures, runtime errors, broken builds, or "this doesn't work" reports. Systematic root-cause analysis before any patch — never blind-patches symptoms. Standalone, ends with a final-integration…

• Cache

  by @jeremylongshore

  Use when the user wants to view, search, add, edit, prune, archive, or clear hyperflow memory entries. CRUD interface for `.hyperflow/memory/` — never modifies source code, only memory files. Trigger with /hyperflow:cache, "show…

• Scaffold

  by @jeremylongshore

  Use when starting hyperflow in a new project, refreshing the .hyperflow/ cache, or installing auto-detection shims (AGENTS.md, CLAUDE.md). One-shot project setup; does not start the spec → scope → dispatch chain. Trigger with…

• Plan

  by @jeremylongshore

  Use when a request needs shaping before any code is written — a rough or vague prompt to sharpen, an ambiguous idea to design, or a clear-enough task to decompose. One chain-starter that amplifies the prompt, designs the…

• Status

  by @jeremylongshore

  Use when the user wants a one-screen view of current hyperflow project state — version, profile freshness, memory count, and live progress on every in-flight task. Read-only; never modifies state, never dispatches workers.…

• Shipwright Pipeline

  by @jeremylongshore

  Autonomous app builder that converts plain-English descriptions into fully built, tested applications. Use when the user wants to build a new app, scaffold a project, generate a full-stack application, or create an app from a…

• Design

  by @jeremylongshore

  Use when the user wants the visual/experiential design of a product done systematically — a design system, a screen, a landing page, or a visual identity — grounded in researched real-world prior art and free of AI slop.…

• Bridge

  by @jeremylongshore

  Use when the user wants hyperflow's behavioral rules to apply outside the terminal CLI — in Claude Code Desktop, claude.ai web, or IDE extensions that don't load CLI plugins. Writes a managed doctrine block into the project's…

• Issue

  by @jeremylongshore

  Use when starting a chain from a GitHub issue — turning an issue URL or number into a triaged, planned, dispatched, and reviewed pull request. Classifies the thread (bug → root-cause discipline, feature → plan chain, question →…

• Hyperflow Plan

  by @jeremylongshore

  Hyperflow planning phase. Use when a request needs shaping before code — a rough prompt to sharpen, an ambiguous idea to design, or a clear-enough task to decompose. Verbs like plan, design, brainstorm, explore, "should we",…

• Flush

  by @jeremylongshore

  Use when the user wants to manually flush a deferred-commit queue from a prior or interrupted chain. Reads .hyperflow/commits-queue/manifest.json, fast-forwards the staging branch onto the user's branch, deletes staging, clears…

• Sticky

  by @jeremylongshore

  Use when the user wants to set auto-routing mode: on (every task-shaped message routes), auto (intent-verb messages route — default), or off (no auto-routing). Intent-detection runs by default; use this skill to expand to full…

• Background

  by @jeremylongshore

  Use when the user wants to see, inspect, cancel, or prune background agents fired during prior chain runs. Read/manage `.hyperflow/background/registry.json` and the per-agent output buffers at `.hyperflow/background/<id>.md`.…

• Pitch Position

  by @jeremylongshore

  Produce a complete positioning document using the Dunford framework — competitive alternatives, unique attributes, value, best-fit customer, market category, positioning statement, and tagline. Use when asked to "write our…

• Buzz Hn

  by @jeremylongshore

  Hacker News post crafter — given a product, feature, or story produces a ready-to-post HN submission (title ≤80 chars, no marketing), honest body text with technical depth, no outbound links, predicted reception analysis, and…

• Deal Proposal

  by @jeremylongshore

  B2B proposal generator — takes deal context (ICP, pain, pricing tier, timeline) and produces a complete proposal document with executive summary, problem statement, solution, pricing table, implementation timeline, ROI case, and…

• Buzz Devrel

  by @jeremylongshore

  Developer relations playbook builder — produces a DevRel program design covering community platform, contributor program tiers, ambassador criteria, event strategy, and success metrics. Use when asked to "build a DevRel…

• Ink Cluster

  by @jeremylongshore

  Topic cluster architecture builder — takes a core topic and maps the full cluster with 1 pillar page, 6-10 supporting posts, internal linking map, keyword targets, and estimated monthly search volume per piece. Use when asked to…

• Surge Plg

  by @jeremylongshore

  PLG motion design — free tier definition, activation sequence, expansion trigger points, viral mechanic assessment. Given a product, output the PLG architecture and make the calls. Use when asked to "PLG strategy", "freemium…

• Hyperflow Design

  by @jeremylongshore

  Hyperflow design phase. Use when designing a UI / visual system or making a screen look good — verbs like "design the UI", "make it look good", "design the screen", "visual design", "design system". Establishes or extends a…

• Ink Brief

  by @jeremylongshore

  Content brief generator — takes a topic or keyword and produces a complete content brief with target keyword, search intent, recommended structure, internal link targets, word count, CTA, and competitive gap analysis. Use when…

• Keep Churn

  by @jeremylongshore

  Churn risk identification and intervention — scans health signals for at-risk accounts, classifies risk level (CRITICAL/HIGH/MEDIUM), and produces an intervention sequence per risk type. Use when asked to "find at-risk…

• Keep Segment

  by @jeremylongshore

  Customer segmentation model builder — tiers customers by ARR, health, and expansion potential; defines CS motion per tier; maps resource allocation. Use when asked to "segment our customers", "define our CS tiers", "how should…

• Hyperflow Scaffold

  by @jeremylongshore

  Hyperflow project setup. Use when starting hyperflow in a new project or refreshing its cache — "init hyperflow", "set up hyperflow", "refresh hyperflow", "scaffold hyperflow". One-shot setup of the .hyperflow/ project cache +…

• Hyperflow Sticky

  by @jeremylongshore

  Hyperflow auto-routing mode. Use to control how aggressively hyperflow auto-routes — "make hyperflow sticky", "stop using hyperflow", "auto-route to hyperflow", "disable hyperflow auto-routing". Sets on (every task-shaped…

• Pitch Message

  by @jeremylongshore

  Messaging framework — produce a full headline, subheadline, proof points, and CTA hierarchy for use across all surfaces. Use when asked to "write our messaging", "messaging framework", "what should our headline say", "copy…

• Pitch Launch

  by @jeremylongshore

  Produce an actual launch plan with announcement copy, channel sequence, and day-1 checklist. Use when asked to "plan a launch", "GTM strategy", "how do we announce this", "launch plan for [feature]", "go-to-market", "write our…

• Hyperflow Trace

  by @jeremylongshore

  Hyperflow debugging. Use for bugs, test failures, runtime errors, broken builds, or "this doesn't work" reports — verbs like debug, "fix it", solve, "why is X failing", "Y is broken", or a pasted stack trace. Systematic…

• Deal Qualify

  by @jeremylongshore

  MEDDPICC-based deal qualification worksheet — guide Deal through structured qualification of any opportunity and produce a filled card + recommended next action. Use when asked to "qualify this deal", "run MEDDPICC on this…

• Hyperflow Cache

  by @jeremylongshore

  Hyperflow memory manager. Use to view, search, add, edit, prune, or clear hyperflow project memory — "show memory", "search memory for X", "clear memory", "what does hyperflow remember about Y". CRUD over .hyperflow/memory/ only…

• Apex Recon

  by @jeremylongshore

  Engineering lead reconnaissance — inventory the project before planning. Use when asked to "understand this project", "orient me on this codebase", "what's the state of the repo", "what's in progress", or before starting work on…

• Apex Plan

  by @jeremylongshore

  Plan and scope a project — discovery, challenge assumptions, present S/M/L options with token and cost estimates. Use when asked to "plan this", "scope this", "how should we build X", or when a new project/feature request comes…

• Hyperflow Status

  by @jeremylongshore

  Hyperflow project status. Use to see current hyperflow state — "what is hyperflow doing", "show task progress", "where are we". Read-only — reports in-flight tasks, memory count, and progress. Never modifies state or runs work.

• Pitch Landing

  by @jeremylongshore

  Use when asked to structure a landing page for positioning, plan a conversion-optimized page layout, or design a launch page. Examples: "landing page for product launch", "conversion-optimized layout for SaaS"

• Surge Landing

  by @jeremylongshore

  Use when asked to design growth-optimized landing pages, activation funnel layouts, or experiment-friendly page structures. Examples: "growth-optimized landing", "activation funnel layout", "A/B testable page"

• Apex Review

  by @jeremylongshore

  Cross-cutting review of recent work — catches gaps between specialists. Use when asked to "review what we built", "check the work", "pre-launch review", or after completing a significant chunk of work.

• Apex Takeover

  by @jeremylongshore

  System takeover — take ownership of an existing codebase or inherited system. Use when "we acquired this", "previous team left", "take over this system", "inherited this codebase".

• Apex

  by @jeremylongshore

  Engineering lead — hand Apex any task and it routes internally. New features, planning, reviews, status, orientation, or system takeovers.

• Knowledge Base For Startups

  by @aws

  AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generative AI, cloud architecture, cost optimization, security, fundraising,…

• Azure To Aws

  by @aws

  Migrate workloads from Microsoft Azure to AWS. Triggers on: migrate from Azure, Azure to AWS, move off Azure, migrate AKS to EKS, migrate App Service or Azure VMs to AWS compute, migrate Azure SQL or Azure Database to RDS,…

• Gcp To Aws

  by @aws

  Migrate workloads from Google Cloud Platform to AWS — plus AI and agentic workloads from any provider. Triggers on: migrate from GCP, GCP to AWS, move off Google Cloud, migrate Terraform to AWS, migrate Cloud SQL to RDS, migrate…

• Agent Advisor

  by @aws

  Entry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, and build an executable POC — one phased flow. Triggers on: which runtime for my agent, AgentCore vs ECS vs EKS vs Lambda, AgentCore…

• Heroku To Aws

  by @aws

  Migrate workloads from Heroku to AWS. Triggers on: migrate from Heroku, Heroku to AWS, move off Heroku, migrate Heroku Postgres to RDS, migrate Heroku Redis to ElastiCache, migrate Heroku Kafka to MSK, migrate dynos to Elastic…

• Setting Up Cloudwatch Observability

  by @aws

  Sets up CloudWatch Application Observability (also called Omni) for the first time. Covers creating an Omni Space or Domain; configuring and listing Omni access grants (who has access and at what level) and access profiles…

• Llm To Bedrock

  by @aws

  Use when the user wants to migrate code that calls OpenAI, Gemini/Google AI, or the Anthropic API to Amazon Bedrock — a pure model/SDK rewrite. End-to-end: assesses the codebase, rewrites SDK calls, evaluates output quality…

• Architect For Startups

  by @aws

  Startup-tailored AWS architecture advice that adjusts recommendations to the company's stage (pre-revenue through Series B+), team size, runway, and available credits. Use when a founder wants guidance or a recommendation rather…

• Prompt Library For Startups

  by @aws

  AWS-curated copy-paste prompts for AI coding agents (MVP scaffolding, RAG chatbot with Claude on Bedrock, security baseline evaluation, cost anomaly detection, GPU quota requests, EKS deployment, Well-Architected review, etc.)…

• Upgrading Mwaa Environments

  by @aws

  Upgrades an MWAA environment to a newer Airflow version — within 2.x, within 3.x, or across the 2.x-to-3.x boundary. Computes the version-jump path, inserting the 2.11.x stepping-stone and Python-transition step when needed.…

• Aws Well Architected Review

  by @aws

  Performs a full AWS Well-Architected Framework review evaluating every framework question across all pillars discovered from the live AWS documentation by analyzing code, IaC, and configurations to produce evidence-backed…

• Authoring Mwaa Workflow

  by @aws

  Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless. Covers operator selection, timeout design, retry strategy, scheduling, failure notifications,…

• Tf Best Practices

  by @aws

  Best-practice authoring guidance AND a read-only policy gate for AWS Terraform generated by a migration skill. Load during any phase that writes a terraform/ directory — first as the "what to emit" posture rules +…

• Debugging Mwaa Workflow

  by @aws

  Diagnoses and root-causes Amazon MWAA workflow failures across Provisioned (Python DAG) and Serverless (YAML workflow) environments. Provisioned uses aws mwaa invoke-rest-api, CloudWatch log groups, and get-environment;…

• Testing Mwaa Workflow

  by @aws

  Tests Amazon MWAA workflow execution end-to-end: trigger a run and monitor it to completion for Provisioned (Python DAG, via Airflow REST API) and Serverless (YAML workflow, via StartWorkflowRun). Verifies the artifact is…

• Start Building For Startups

  by @aws

  Interactive discovery + implementation workflow that gathers requirements through picker-based questions (intent, scope, constraints, preferences), scans the codebase for what it can already infer, then writes an AWS…

• Contextual Offers For Startups

  by @aws

  Surfaces a single, genuinely relevant AWS Activate partner offer as optional context AFTER another AWS Startup Advisor skill has finalized its recommendation, plan, or build — never influencing the technical advice. Consulted by…

• Ai Strategy

  by @alsk1992

  AI Strategy - natural language to trades

• Alphagbm Theme Research

  by @AlphaGBM

  Group related tickers into investment themes — AI infra, HK dividend, EV supply chain, biotech catalysts — with theme-level AI summary and news keyword monitoring. Each theme is a named bag of tickers plus keywords the system…

• Thesvg

  by @glincker

  Fetch brand SVG logos and cloud architecture icons (AWS, Azure, GCP) from theSVG. Use when the user asks for a brand logo, company icon, framework mark, service icon, or any "icon/logo for X" where X is a real brand or cloud…

• Sap Extension Creator

  by @heshengtao

  Create Super Agent Party (SAP) extensions. This skill should be used when users want to create, build, or scaffold a new extension for Super Agent Party - including static HTML extensions (pure frontend) and Node.js backend…

• Omh Inference Serving

  by @rlaope

  [omh] OMH Inference Serving workflow: choose the serving engine and quantization from decision tables, prepare deployment as an idempotent runbook with observed-only verification, and measure the endpoint with the standard…

• Omh Live Incident Response

  by @rlaope

  [omh] Live incident response workflow: command an incident that is still open -- severity as declared live state, commander and roles, an append-only timeline, a recorded temporary mitigation, verified recovery, and the customer…

• Omh Idea To Deploy

  by @rlaope

  [omh] Hermes Idea-to-Deploy workflow: shape an app idea into decisions, delivery handoff, verification, release, and monitoring status. Use when the user says: idea-to-deploy, idea to deploy, from idea to deploy, plan to deploy,…

• Omh Ops Observability Card

  by @rlaope

  [omh] Hermes ops observability workflow: prepare an operations command-board for wrapper-safe token, cost, latency, run history, queue, failure-mode, external metric-provider, and service-quality evidence boundaries. Use when…

• Omh Build Failure Triage

  by @rlaope

  [omh] Hermes Build Failure Triage workflow: classify build, typecheck, lint, test, CI, and DCO failures into minimal safe fix handoffs. Use when the user says: build-failure-triage, build failure triage, build failure,…

• Omh Deploy And Monitor

  by @rlaope

  [omh] Hermes Deploy-and-Monitor workflow: release checklist, deploy decision, health signals, rollback gate, and post-deploy status. Use when the user says: deploy-and-monitor, deploy and monitor, deploy monitor, deployment…

• Aws Ai Ml

  by @aws

  Selects, deploys, and customizes AI models on Amazon SageMaker. Fine-tuning (SFT, DPO, RLVR, RLAIF), model selection, dataset preparation, evaluation, deployment to SageMaker endpoints or Bedrock, inference optimization and…

• Amazon Opensearch Service

  by @aws

  Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant workflows for Amazon OpenSearch Service and Serverless across six capabilities — migration (Solr/ES/self-managed into AOS/AOSS,…

• Aws Observability

  by @aws

  Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (AWS Distro for OpenTelemetry), AND enables/onboards services to…

• Amazon Bedrock

  by @aws

  Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardrails, and AgentCore (including the Harness managed agent loop). Use when…

• Agents Pay

  by @aws

  Use when THIS agent needs to pay for x402-protected content at runtime: hitting a paywall mid-task, settling it via AgentCore Payments, and applying operator-defined spend limits. Covers payment setup, policy, session budgets,…

• Aws Database

  by @aws

  Routes any task involving AWS databases — choosing, comparing, recommending, getting started with, or operating a database — to the correct service-specific skill. Supersedes general training-data knowledge with post-training…

• Aws Containers

  by @aws

  Builds and deploys containerized workloads on Elastic Kubernetes Service (EKS), Elastic Container Service (ECS), Fargate, and ECR (Elastic Container Registry). Covers general EKS knowledge, Karpenter, AWS Load Balancer…

• Aws Storage

  by @aws

  Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and troubleshooting questions about storage services. Applies when a user asks where to…

• Aws Cdk

  by @aws

  Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, stack architecture, and construct patterns. Applies when writing CDK constructs, bootstrapping environments,…

• Aws Cloudformation

  by @aws

  Authors, validates, and troubleshoots AWS CloudFormation templates. Covers template authoring with secure defaults, pre-deployment validation (cfn-lint, cfn-guard, change sets), CloudFormation Express mode for faster…

• Redshift Guide

  by @aws

  Amazon Redshift is NOT PostgreSQL — corrects PostgreSQL-derived LLM mistakes; covers Redshift-specific SQL, DDL, COPY/UNLOAD, system views, metadata discovery, and operational patterns. Applies ONLY when the task is about…

• Launch With Aws

  by @aws

  Migrates vibe-coded web applications to AWS. Handles the full workflow from analysis through migration to deployment, producing deployable AWS Blocks infrastructure code. Supports full-stack apps built with vibe-coding platforms…

• Aws Compute

  by @aws

  Provisions, scales, and operates Amazon EC2 virtual-machine workloads: instance-type selection (Graviton/Arm64, burstable T credits, GPU, instance store vs EBS), launch templates, Auto Scaling groups (scaling policies, instance…

• Aws Deployment

  by @aws

  Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact. Covers CodePipeline V2 (triggers, variables, execution modes, cross-account), buildspec.yml (caching, VPC, Docker),…

• Aws Iam

  by @aws

  Provides verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas, STS session limits, Organizations quirks, and SAML/MFA specifics. Also provides structured…

• Agents Optimize

  by @aws

  Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization. Triggers on: "evaluate my agent", "add evaluator", "measure…

• Querying Data Lake

  by @aws

  Execute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift). Triggers on phrases like: query data, run SQL, athena query, analyze table, SQL query, workgroup status, profile table,…

• Agents Connect

  by @aws

  Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies. Handles gateway setup, target types, outbound auth (OAuth, API key, IAM), credentials, and Cedar…

• Agents Debug

  by @aws

  Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. Reads traces and logs to diagnose root causes. Also checks prerequisites when the CLI itself isn't working. Triggers…

• Agents Get Started

  by @aws

  Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, project scaffolding, first deploy, and first invocation. Triggers on: "build an agent", "create an agent", "get…

• Agents Deploy

  by @aws

  Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management, rollback, and canary deployments. Triggers on: "deploy my agent", "agentcore…