Devops AI agent skills

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

• Algo Mfg Spc

  by @asgard-ai-platform

  Implement Statistical Process Control charts to monitor production process stability. Use this skill when the user needs to detect process shifts, set control limits, or distinguish common cause from special cause variation —…

• Algo Net Centrality

  by @asgard-ai-platform

  Calculate network centrality metrics to identify important nodes in graphs. Use this skill when the user needs to find key influencers, critical infrastructure nodes, or central actors in a network — even if they say 'who is…

• Nav Upgrade

  by @qf-studio

  Automates Navigator plugin updates. Detects current version, updates plugin, verifies installation, updates project CLAUDE.md, and validates new features. Auto-invoke when user mentions upgrading Navigator or getting new features.

• Maestro Explore

  by @ReinaMacCredy

  Answer an evidence question without touching production code - research external facts against primary sources, build or iterate a disposable prototype (its own bugfixes included), or baseline current repository behavior before…

• Nav Init

  by @qf-studio

  Initialize Navigator documentation structure in a project. Auto-invokes when user says "Initialize Navigator", "Set up Navigator", "Create Navigator structure", or "Bootstrap Navigator".

• Nav Release

  by @qf-studio

  Validate and release Navigator plugin to marketplace. Auto-invoke when user says "release plugin", "publish navigator", "create release", or "deploy new version".

• Nav Sop

  by @qf-studio

  Create Standard Operating Procedures after solving novel issues, establishing patterns, or documenting workflows. Use when user says "document this solution", "save this for next time", "create SOP".

• Optimization Mastery

  by @xenitV1

  2026-grade Cross-Domain Optimization. Expertise in Interaction to Next Paint (INP), Partial Hydration, UUIDv7 indexing, and AI Token Stewardship. Performance is a feature, not an afterthought.

• 3d Cv Labeling 2026

  by @curiositech

  Expert in 3D computer vision labeling tools, workflows, and AI-assisted annotation for LiDAR, point clouds, and sensor fusion. Covers SAM4D/Point-SAM, human-in-the-loop architectures, and vertical-specific training strategies.…

• Cloudflare Durable Objects

  by @secondsky

  Cloudflare Durable Objects for stateful coordination and real-time apps. Use for chat, multiplayer games, WebSocket hibernation, or encountering class export, migration, alarm errors.

• Better Auth

  by @secondsky

  Skill for integrating Better Auth - comprehensive TypeScript authentication framework for Cloudflare D1, Next.js, Nuxt, and 15+ frameworks. Use when adding auth, encountering D1 adapter errors, or implementing OAuth/2FA/RBAC…

• Cloudflare Mcp Server

  by @secondsky

  Build MCP (Model Context Protocol) servers on Cloudflare Workers with tools, resources, and prompts.

• Cloudflare Browser Rendering

  by @secondsky

  Cloudflare Browser Rendering with Puppeteer/Playwright. Use for screenshots, PDFs, web scraping, or encountering rendering errors, timeout issues, memory exceeded.

• Claude Code Bash Patterns

  by @secondsky

  Claude Code Bash tool patterns with hooks, automation, git workflows. Use for PreToolUse hooks, command chaining, CLI orchestration, custom commands, or encountering bash permissions, command failures, security guards, hook…

• Cloudflare Email Routing

  by @secondsky

  Cloudflare Email Routing for receiving/sending emails via Workers. Use for email workers, forwarding, allowlists, or encountering Email Trigger errors, worker call failures, SPF issues.

• Cloudflare Cron Triggers

  by @secondsky

  Cloudflare Cron Triggers for scheduled Workers execution. Use for periodic tasks, scheduled jobs, or encountering handler not found, invalid cron expression, timezone errors.

• Cloudflare D1

  by @secondsky

  Cloudflare D1 serverless SQLite on edge. Use for databases, migrations, bindings, or encountering D1_ERROR, statement too long, too many requests queued errors.

• Bun Package Manager

  by @secondsky

  Bun package manager commands (install, add, remove, update), workspaces, lockfiles, npm/yarn/pnpm migration. Use for dependency management with Bun.

• Bun Cloudflare Workers

  by @secondsky

  This skill should be used when the user asks about "Cloudflare Workers with Bun", "deploying Bun to Workers", "wrangler with Bun", "edge deployment", "Bun to Cloudflare", or building and deploying applications to Cloudflare…

• App Store Deployment

  by @secondsky

  Publishes mobile applications to iOS App Store and Google Play with code signing, versioning, and CI/CD automation. Use when preparing app releases, configuring signing certificates, or setting up automated deployment pipelines.

• Api Gateway Configuration

  by @secondsky

  Configures API gateways for routing, authentication, rate limiting, and request transformation in microservice architectures. Use when setting up Kong, Nginx, AWS API Gateway, or Traefik for centralized API management.

• Bun Test Coverage

  by @secondsky

  Use for test coverage with Bun, --coverage flag, lcov reports, thresholds, and CI integration.

• Bun Docker

  by @secondsky

  Use for Docker with Bun, Dockerfiles, oven/bun image, containerization, and deployments.

• Using Medusa Cloud

  by @medusajs

  Manages Medusa Cloud resources through the Cloud CLI (mcloud). Use when deploying, debugging deployments, managing environments, environment variables, or any Medusa Cloud operation. CRITICAL for mcloud commands, deployment…

• Mcloud Local

  by @medusajs

  Execute mcloud local build to reproduce a Cloud build on the local machine. Use when debugging a build-failed deployment without pushing to the tracked branch, iterating on a build fix, or testing build-variable changes locally.…

• Mcloud Variables

  by @medusajs

  Execute mcloud variables commands to list, get, set, and delete environment variables for a Cloud environment. Use when inspecting, reading, creating, updating, deleting, or exporting environment variables. Never pass --reveal…

• Mcloud Logs

  by @medusajs

  Execute mcloud logs to fetch and stream runtime logs for Cloud environments. Use when reading backend or storefront logs, filtering by time range, searching for errors, or scoping logs to a specific deployment.

• Mcloud Projects

  by @medusajs

  Execute mcloud projects commands to list, get, or delete Cloud projects. Use when discovering projects, resolving project handles by name, or retrieving project details including linked environments.

• Ring:Creating Grafana Dashboards

  by @LerianStudio

  Authoring Grafana dashboards for Go services instrumented with lib-observability telemetry (tracing, metrics, log), plus a reference mode for RED/USE panel patterns and Grafonnet templates. Sweep mode inventories telemetry, runs…

• Ring:Visualizing

  by @LerianStudio

  Generating self-contained, Lerian-branded HTML artifacts — D2 diagrams, comparison tables/matrices, code diffs, dashboards, slide decks, and plan/diff/recap reviews — from mandatory templates, then opening them in the browser.…

• Ring:Running Dev Cycle

  by @LerianStudio

  Running the backend dev cycle: implements every task in a rolling-wave plan.md (ring:writing-plans format) for a Go/TS service, driving specialist agents through Gate 0 implementation/TDD, Gate 8 parallel review, and Gate 9…

• Ring:Auditing Production Readiness

  by @LerianStudio

  Auditing a service's production readiness against Ring engineering standards across base dimensions plus a conditional multi-tenant dimension, then emitting a scored report and an HTML dashboard. Use before production deploy,…

• Ring:Applying Licenses

  by @LerianStudio

  Applying or switching a repository's license (Apache 2.0, Elastic License v2, or Proprietary): rewrites the LICENSE file, updates Go/TS source headers, sets SPDX identifiers, and validates consistency after user confirmation.…

• Ring:Using Assert

  by @LerianStudio

  Using lib-observability/assert, Lerian's runtime assertion package, in two modes. Sweep Mode detects panic()/log.Fatal zero-panic violations, DIY invariant checks, hand-rolled domain predicates, and missing InitAssertionMetrics.…

• Ring:Using Runtime

  by @LerianStudio

  Using lib-observability/runtime, which turns silent goroutine deaths into log/span/metric signal, in two modes. Sweep Mode detects naked goroutines, unobservable defer recover(), missing InitPanicMetrics, and lib-commons/v5 shim…

• Ring:Using Lib Commons

  by @LerianStudio

  Using lib-commons v5, Lerian's shared Go library (non-observability surface), in two modes. Sweep Mode detects DIY code replaceable by lib-commons at file:line. Reference Mode catalogs lifecycle (Launcher), outbox repo, circuit…

• Ring:Declaring Plugin Permissions

  by @LerianStudio

  Interactively authoring an access-manager permission-declaration manifest (permissions.yaml) for the access-manager "inversão de responsabilidade": drives a plugin team through discovering its real Authorize() surface,…

• Ring:Reviewing Operational Risk

  by @LerianStudio

  Reviewing a Go/TS service's operational risk by mapping integration failure points (external HTTP calls, queue consumers, outbound webhooks), simulating stuck intermediate states for each entity in a flow, and classifying each…

• Ring:Writing Skills

  by @LerianStudio

  Writing or editing a Ring skill: SKILL.md structure, frontmatter and Agent-Search-Optimization rules, token-efficiency targets, and bulletproofing (Iron Law, rationalization tables, Red Flags) so discipline-enforcing skills…

• Ring:Mapping Service Resources

  by @LerianStudio

  Mapping a Go service's Service -> Module -> Resource hierarchy for dispatch-layer registration: detects modules and per-module PostgreSQL/MongoDB/RabbitMQ resources, database names, and shared databases, generates MongoDB index…

• Ring:Reviewing Code

  by @LerianStudio

  Reviewing code by dispatching the default reviewer subagents in parallel (plus conditional specialists for lib-observability, lib-systemplane, or lib-streaming when the diff triggers them), then aggregating findings by severity…

• Ring:Writing Plans

  by @LerianStudio

  Writing a rolling-wave phased implementation plan from a spec before coding: a phase-epic-task hierarchy where Phase 1 is detailed into dispatch-ready tasks and later phases stay epic-level for elaboration during execution. Use…

• Ring:Using Ring

  by @LerianStudio

  Enforcing Ring's orchestrator protocol every conversation: dispatch specialist/Explore agents instead of operating tools directly, honor the >3-file hard gate, and run skill discovery before any task. Use at conversation start,…

• Ring:Dispatching Workflows

  by @LerianStudio

  Executing a phased plan in rolling waves where each phase runs as one multi-agent workflow harness: the supervisor elaborates the phase into tasks against the real landed code, launches a workflow that implements with TDD and…

• Ring:Adopting Lib Commons Huma Wrapper

  by @LerianStudio

  Adopting the lib-commons/v5 shared Huma (OAS 3.1) OpenAPI wrapper + RFC 9457 problem model (commons/net/http/{openapi,problem}) in a Lerian Go service: wire openapi.New/ServeSpec + problem.Install (central >=500 scrub) on BOTH…

• Ring:Running Dev Cycle Frontend

  by @LerianStudio

  Running the frontend (React/Next.js/TS) dev cycle from a plan.md (ring:writing-plans format; legacy tasks.md only for in-flight cycles) or backend handoff: drives frontend agents through Gate 0 TDD plus…

• Ring:Planning Frontend Refactor

  by @LerianStudio

  Planning a frontend refactor: audits an existing React/Next.js frontend against Ring standards (architecture, design system, accessibility, testing) and produces a prioritized task list (findings.md + tasks.md) for…

• Ring:Detecting Goroutine Leaks

  by @LerianStudio

  Detecting goroutine leaks in Go: greps for goroutine patterns, audits goleak coverage (VerifyTestMain/VerifyNone), runs goleak, and dispatches ring:backend-go to fix leaks and add regression tests. Use after implementation or…

• Ring:Migrating To Lib Observability

  by @LerianStudio

  Migrating a Lerian Go app off lib-commons observability imports (deprecated shims or removed APIs) to lib-observability via a fixed mapping table, then bumps go.mod and validates the build; ring:backend-go applies the edits.…

• Ring:Migrating To Lib Systemplane

  by @LerianStudio

  Migrating Lerian Go services from .env/YAML operational knobs (log levels, feature flags, rate limits, timeouts) to the lib-systemplane hot-reloadable runtime config client, wiring the migration-only make systemplane-ddl…

• Ring:Instrumenting Streaming Events

  by @LerianStudio

  Instrumenting streaming events: wires lib-streaming event emission end-to-end into a Lerian Go service via a 13-gate cycle (catalog, Builder bootstrap, Emit sites, outbox, HTTP manifest, NoopEmitter fallback, integration and…

• Ring:Planning Codebase Simplification

  by @LerianStudio

  Planning a whole-codebase simplification: audits a Go/TS codebase for needless abstraction and emits a KILL/REVIEW/KEEP plan plus a ring:running-dev-cycle task array. Plans only — no edits. Detects single-impl interfaces,…

• Ring:Hardening Dockerfiles

  by @LerianStudio

  Hardening Dockerfiles to reach Docker Hub Health Score grade A: enforcing a non-root USER, minimal/distroless multi-stage base images, no fixable critical/high CVEs, no AGPL-3.0 deps, and SBOM+provenance attestations. Use when…

• Ring:Implementing Tasks

  by @LerianStudio

  Implementing a single planned task (Task N.M.T) end-to-end: selects the right backend agent by language and service type, drives one TDD RED->GREEN turn, then verifies coverage, lint, license headers, runtime, and delivery…

• Ring:Creating Helm Charts

  by @LerianStudio

  Creating Helm charts to Lerian conventions via ring:helm: standardized chart structure, full env-var coverage from .env.example, security defaults (runAsNonRoot, readOnlyRootFilesystem), ClusterIP-only services, and health…

• Ring:Creating Worktrees

  by @LerianStudio

  Creating an isolated git worktree for parallel branch work: selects the directory by priority order, verifies/adds .gitignore safety, auto-installs the detected toolchain's dependencies, runs a baseline test, and reports…

• Ring:Generating Llms Txt

  by @LerianStudio

  Generating or auditing a repository's llms.txt per the llmstxt.org spec, and creating CLAUDE.md / AGENTS.md when missing, by analyzing README, build files, docs, and API surface. Use when creating an llms.txt, auditing an…

• Ring:Auditing Dependency Security

  by @LerianStudio

  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 risk score and…

• Ring:Exploring Codebases

  by @LerianStudio

  Exploring a codebase across phases: scopes the target, detects architecture, components, and layers, deep-dives each discovered perspective, then synthesizes findings into actionable guidance with file:line evidence. Use to…

• Ring:Implementing Readyz

  by @LerianStudio

  Implementing the canonical /readyz readiness-probe contract across Go, TypeScript, and Next.js via a 12-gate cycle: detects stack, audits compliance, then dispatches agents to build the dependency probe, url.Parse TLS detection,…

• Ring:Validating Acceptance Criteria

  by @LerianStudio

  Validating a completed task against its acceptance criteria, mapping each AC to evidence, and gating completion on explicit user sign-off (self-approval prohibited). Gate 5 of ring:running-dev-cycle /…

• Ring:Creating Handoffs

  by @LerianStudio

  Creating a handoff document that captures session state (completed work, decisions, open items, next steps) and delivering it via Plan Mode so the user gets the native 'clear context and continue implementing' resume option. Use…

• Ring:Adding Multi Tenancy

  by @LerianStudio

  Adding database-per-tenant isolation into a Go service end-to-end via an 11-gate cycle: detects the stack, audits compliance, then dispatches backend agents to implement tenantId-from-JWT routing through the lib-commons v5…

• Ring:Using Lib Systemplane

  by @LerianStudio

  Using lib-systemplane, the hot-reload runtime-config plane (Postgres LISTEN/NOTIFY or MongoDB change streams), in two modes. Sweep Mode detects DIY config reload (SIGHUP, fsnotify, viper, pgx LISTEN), manual tenant-scoping,…

• Ring:Using Outbox

  by @LerianStudio

  Using the transactional-outbox pattern across lib-streaming (writer) and lib-commons/v5/commons/outbox (repository + relay), in two modes. Sweep Mode detects DIY outbox tables, hand-rolled relay loops, send-and-pray emits,…

• Ring:Checking Frontend Quality

  by @LerianStudio

  Checking frontend quality against changed UI via ring:qa-frontend in accessibility, visual, e2e, or performance mode and aggregating pass/fail verdicts. Use when a frontend change needs standalone a11y, visual-snapshot,…

• Ring:Fixing Lint

  by @LerianStudio

  Fixing lint to a clean state: runs the linter, groups reported issues into independent streams, and dispatches one parallel fixer agent per stream (ring:backend-go for Go, ring:general-purpose otherwise), iterating until clean.…

• Ring:Planning Backend Refactor

  by @LerianStudio

  Planning a backend refactor: audits an existing Go or TypeScript backend against Ring/Lerian standards and produces a prioritized task list (findings.md + tasks.md) ready for ring:running-dev-cycle. Plans only — no edits. Use…

• Ring:Using Tracing

  by @LerianStudio

  Using lib-observability/tracing for OTEL provider lifecycle, trace-context propagation across HTTP/gRPC/queues, span error/event recording, and PII redaction, in two modes. Sweep Mode detects raw OTEL setup, hand-rolled header…

• Ring:Writing Dev Reports

  by @LerianStudio

  Writing a structured markdown dev report for a completed development epic: reads accumulated epic metrics (TDD, coverage, delivery, lint, file-size, license), computes a quality score with tiers, and records root-cause and…

• Ring:Generating Release Guides

  by @LerianStudio

  Generating an internal Operations-facing update/migration guide from the git diff between two refs, documenting per-change client impact, deploy ordering, monitoring, and rollback notes in English, pt-br, or both. Use when…

• Ring:Managing Dev Cycle

  by @LerianStudio

  Managing an in-progress development cycle without driving it: status reports phase, epic/gate progress, assertiveness, and elapsed time from current-cycle.json; cancel confirms, marks the cycle cancelled, and writes a partial…

• Ring:Test Driven Development

  by @LerianStudio

  Enforcing the RED-GREEN-REFACTOR loop: write one failing test and watch it fail, write minimal code to pass, then refactor green. Use when starting implementation of a new feature or bugfix, or writing any new production code.…

• Ring:Testing Skills With Subagents

  by @LerianStudio

  Hardening a skill so it resists rationalization under pressure: run combined-pressure scenarios on a subagent without the skill (RED), capture excuses verbatim, write/edit the skill (GREEN), then plug loopholes (REFACTOR) until…

• Ring:Using Lib Streaming

  by @LerianStudio

  Using lib-streaming, Lerian's producer-only event publication library (Kafka/SQS/RabbitMQ/EventBridge), in two modes. Sweep Mode detects DIY publishers (franz-go, sarama, amqp091, watermill, raw AWS SDK) and re-rolled…

• Ring:Using Lib Observability

  by @LerianStudio

  Using lib-observability v1.1.0, Lerian's OpenTelemetry foundation (lib-commons, lib-systemplane, lib-streaming depend on it), in two modes. Sweep Mode detects DIY zap/slog logging, raw OTel metrics, hand-rolled redaction, and…

• Ring:Verifying Code

  by @LerianStudio

  Verifying a Go project: runs every quality check (lint, vet, imports, format, docs, unit, integration, E2E) and returns a single MERGE_READY or NEEDS_FIX verdict. Report-only: never fixes anything. Use for a quick pre-merge or…

• Ring:Opening Pull Requests

  by @LerianStudio

  Open a GitHub Pull Request with automatic base branch detection, scope allowlist enforcement, PR template filling, and post-create base verification. Replaces ring:generating-pr-descriptions. Use after pushing a branch when…

• Ring:Committing Changes

  by @LerianStudio

  Commit changes with scope allowlist enforcement, atomic grouping, GPG-signed conventional commits, and trailer management. Detects the repo's PR-validation scope policy before proposing any message. Use when the user asks to…

• Ring:Searching Code

  by @LerianStudio

  Forensic code search and analysis with optional Chain of Draft (CoD) ultra-concise mode. Five-phase methodology (clarification, planning, execution, analysis, synthesis) with severity assessment. Use for targeted investigation…

• Ring:Cleaning Comments

  by @LerianStudio

  Cleaning redundant and obvious comments following clean code principles while preserving meaningful documentation. Supports git scope filtering (staged, unstaged, branch, commit-range). Use when code has excessive comments,…

• Ring:Shipping Changes

  by @LerianStudio

  End-to-end git orchestrator: branch → commit → push → PR, with a full plan presented before any execution. Detects base branch and scope allowlist once and propagates to all phases. Use when ready to ship a complete unit of…

• Ring:Applying Composition Patterns

  by @LerianStudio

  React composition patterns that scale. Avoid boolean prop proliferation by using compound components, lifting state, and composing internals. Use when refactoring components with boolean prop proliferation, building flexible…

• Ring:Generating Pr Descriptions

  by @LerianStudio

  Generating pull request descriptions from git branch changes with automatic title generation, change-type detection, and smart analysis. Uses branch-only scope to avoid full history analysis. Use when preparing a PR for review.…

• Ring:Analyzing Options

  by @LerianStudio

  Analyzing different approaches for a task or problem with structured comparisons, effort estimates, and recommendations. Use when facing strategic decisions, architecture choices, or multiple viable approaches. Skip when there's…

• Ring:Executing Plans

  by @LerianStudio

  Controlled plan execution with human review checkpoints - loads plan, executes in batches, pauses for feedback. Supports one-go (autonomous) or batch modes.

• Symfony Messenger

  by @dev-toolings

  Async message handling with Symfony Messenger; configure transports (RabbitMQ, Redis, Doctrine); implement handlers, middleware, and retry strategies

• Rate Limiting

  by @dev-toolings

  Implement rate limiting with the Symfony RateLimiter (sliding window, token bucket, fixed window) and the #[RateLimit] controller attribute

• Messenger Retry Failures

  by @dev-toolings

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

• Symfony Scheduler

  by @dev-toolings

  Schedule recurring tasks with the Symfony Scheduler component (native since 7.x); define schedules, triggers, and integrate with Messenger

• Doctrine Migrations

  by @dev-toolings

  Create and manage Doctrine migrations (lib 4.x) for schema versioning; handle dependencies, rollbacks, and production deployment

• Symfony Cache

  by @dev-toolings

  Implement caching with the Symfony Cache component; configure pools, use tags for invalidation, prevent stampede

• Pnpm

  by @NeverSight

  Node.js package manager with strict dependency resolution. Use when running pnpm specific commands, configuring workspaces, or managing dependencies with catalogs, patches, or overrides.

• Appfactory Builder

  by @NeverSight

  Build and deploy production apps using AppFactory's 7 pipelines (websites, mobile, dApps, AI agents, plugins, mini apps, bots). One prompt → live URL.

• Extract Design

  by @danielvm-git

  Extract a Google DESIGN.md file from an HTML prototype (claude.ai/design or any styled page) using Puppeteer, producing machine-readable tokens and AI-generated prose. Use when the user has an HTML prototype and wants a…

• Develop Tdd

  by @danielvm-git

  Test-driven development with red-green-refactor loop using vertical slices. Use for features (epic tasks) or bugs (specs/bugs/BUG-*.md).

• Migrate Spec

  by @danielvm-git

  Detect GSD, spec-kit, or BMAD spec artifacts and transform them into bigpowers YAML layout (state.yaml, release-plan.yaml, epics/, requirements/, plans/, ADRs). Use when migrating foreign spec docs.

• Guard Git

  by @danielvm-git

  Block dangerous git commands (push, force push, reset --hard, clean, branch -D, checkout/restore .) and enforce Conventional Commits & Branch Protection before an AI agent runs them. Installs hook scripts for Claude Code,…

• Deepen Architecture

  by @danielvm-git

  Find deepening opportunities in a codebase, informed by the domain language in specs/tech-architecture/tech-stack.md and the decisions in specs/adr/. Use when the user wants to improve architecture, find refactoring…

• Align Grid

  by @danielvm-git

  Build editorial/magazine/report webpages on a GENUINE Müller-Brockmann modular grid (International Typographic Style) — not a decorative one. Encodes the discipline (columns + modules + baseline, grotesque type, flush-left,…