Devops AI agent skills

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

• Prismer Apple Notes

  by @Prismer-AI

  Manage Apple Notes via memo CLI: create, search, edit.

• Prismer Findmy

  by @Prismer-AI

  Track Apple devices/AirTags via FindMy.app on macOS.

• Prismer Apple Reminders

  by @Prismer-AI

  Apple Reminders via remindctl: add, list, complete.

• Prismer Python Debugpy

  by @Prismer-AI

  Debug Python: pdb REPL + debugpy remote (DAP).

• Ui Align

  by @Prismer-AI

  Visual-alignment workflow for a new UI need or a UI改进. Index-first (consult the ui-kit registry to avoid re-building an existing primitive), then implement, then run the screenshot harness to capture the component in light/dark…

• Release Rollback

  by @Prismer-AI

  Roll a release back for real when post-deploy regression goes red — apc release rollback flips the current version to pulled and the last good version back to current in the release ledger, and (with --mirror) repoints the bare…

• Design Review

  by @Prismer-AI

  Five-dimension design audit (frontend UI/UX · server data-model & flow · endpoint spec · daemon-runtime/SDK & local-cache-first · built-in skill/agent-role), executed by a NON-implementing agent. Every dimension gets a verdict;…

• Release Db Config Sync

  by @Prismer-AI

  Compute the remote DB migration + Nacos config diff before a test release — apc release db-config-sync really spawns sync-test-migrations.ts --dry-run (never a stub) and diffs Nacos key dumps, stopping at the write boundary.…

• Doc Sync

  by @Prismer-AI

  Before merge, mechanize Documentation-First — derive the code delta from git diff, then verify required docs are in sync (CHANGELOG, docs/api, CLAUDE.md/ROADMAP). Any SDK-package change must carry a matching CHANGELOG entry +…

• Code Review

  by @Prismer-AI

  Review a diff against its acceptance criteria in four segments (convention adherence, bug scan, historical-context regressions, test-coverage gaps) as a NON-implementing agent. Findings are sorted by severity, each with…

• Release Preflight

  by @Prismer-AI

  Run the release hard-precondition gate before any tag/OTA — apc release preflight runs the real tier gate (run.ts), version alignment, and prisma regen check, all read-only. green(0) releasable · staged(3) fixable preconditions…

• Test Result Feedback

  by @Prismer-AI

  Close the acceptance loop for a tested change — consume the apc test TierResult, map EACH acceptance criterion to a pass/fail outcome from structured fields (never chat text), attach an evidence ref, and write it back to the…

• Observability

  by @Prismer-AI

  Periodic health sweep of the running system via the debug pipeline (cloud logs / k8s / daemon / DB slices). On a real anomaly, open a bug task (--kind work_item) carrying the evidence refs so it re-enters the bugfix loop. A…

• Ui Canvas

  by @Prismer-AI

  Use when a product journey, production component path, UI/UX operation sequence, visual regression, or alignment review must be represented or audited in /ui-canvas with implementation-spec references, immutable versions,…

• Impact Trace

  by @Prismer-AI

  For a change point (function / type / endpoint / SQL column), enumerate its real blast radius across six dimensions with a grep citation per row, then derive the regression test scope. Every impact-table row must trace to a real…

• Git Ops

  by @Prismer-AI

  Close out a local coding task on the bound daemon — stage, commit, branch, merge, push via cloud git — and when a merge conflicts, STOP and escalate with the file list instead of auto-resolving. Push reaches only the bare…

• Test Runner

  by @Prismer-AI

  For a code change, pick the right test tier by change surface, run apc test with baseline diff, and report only NEW reds vs baseline back to the task's acceptance criterion. Separates env_blocked from SUT red so a broken machine…

• Spec Intake

  by @Prismer-AI

  Turn one atomic feature/gap request into a dispatchable task in a single pass — create the task, write SPEC.md (auto-folded into linkedAssetIds server-side), add acceptance criteria, record provenance. Two-part epics are…

• Bug Reproduce

  by @Prismer-AI

  Turn a known bug into a tight, red-capable reproducer, then prove the reproducer locks that bug with a reversal negative control (reintroduce the bug → reproducer must go red again). Use at the start of a bugfix, before…

• Release Ota Promote

  by @Prismer-AI

  Publish signed Electron UI/daemon bundles to a local OTA feed with atomic manifest switch and digest readback, while dry-running the K8s drain_respawn rollout. Prod is refused before writes; feed publication is not client apply.

• Env Doctor

  by @Prismer-AI

  Diagnose the local dev machine before any APC loop step — run apc env doctor, classify each failure into a fault domain, apc env up to auto-fix what is safe, then fingerprint. Keeps env faults out of SUT verdicts.

• Release Tag

  by @Prismer-AI

  Cut a release tag behind a real tier gate and cloud approval readback. The approval, task, approved commit, and resulting tag are bound; self-approval and HEAD drift fail closed. Prod prefixes remain refused.

• Document Actions

  by @Prismer-AI

  Extract cited facts, obligations, deadlines and proposed actions from documents, preserving OCR uncertainty and reconciling Prismer tasks.

• Meeting Actions

  by @Prismer-AI

  Turn supplied meeting notes or transcripts into cited decisions, commitments, unresolved questions, and deduplicated Prismer tasks.

• Prismer Node Inspect Debugger

  by @Prismer-AI

  Debug Node.js via --inspect + Chrome DevTools Protocol CLI.

• Prismer Email Inbox Triage

  by @Prismer-AI

  Triage an inbox: prioritize threads, draft replies safely.

• Prismer Teams Meeting Pipeline

  by @Prismer-AI

  Teams meeting summaries, job replay, Graph subscriptions.

• Prismer Songsee

  by @Prismer-AI

  Audio spectrograms/features (mel, chroma, MFCC) via CLI.

• Prismer Computer Use

  by @Prismer-AI

  Drive the desktop background-first; escalate on signal.

• Prismer Spike

  by @Prismer-AI

  Throwaway experiments to validate an idea before build.

• Prismer Codebase Inspection

  by @Prismer-AI

  Inspect codebases w/ pygount: LOC, languages, ratios.

• Prismer Songwriting And Ai Music

  by @Prismer-AI

  Songwriting craft and Suno AI music prompts.

• Persona Generator

  by @Prismer-AI

  Given a Council Brief, produce persona-ROLE instance definitions: real, publicly-verifiable people who occupy distinct stakeholder positions on the issue — each a persona-flavored role template (lens / voice / SOUL + the…

• Human Approval

  by @Prismer-AI

  Request human approval before performing a SAFETY-CRITICAL, IRREVERSIBLE, or SCOPE-EXPANDING action — submit a structured context (action, scope, risk, consequence) plus options, then STOP the current turn. The platform…

• Conversation Compaction

  by @Prismer-AI

  Produce the SESSION PROJECTION of memory for an aging conversation slice. Runs as a single background model call (mirroring the memory `extract` hook) with NO live memory tools — durable capture to memory is `extract`'s job. You…

• Council Creator

  by @Prismer-AI

  Expert-council meeting protocol. Given a Brief + a persona cast (from persona-generator), propose the council to the Team Manager, and once convened FACILITATE it: each round post a NEW group message that @-mentions the…

• Memory Dream

  by @Prismer-AI

  Curate the workspace memory wiki as its appointed orchestrator. Trigger on a Cloud-scheduled Dream task or a user's direct curation request. Inspect candidates for orphan leaves, near-duplicates, stale pages, remote conflicts…

• Persona

  by @Prismer-AI

  The discussion-only playbook for a Persona — a council participant instantiated as a real agent from the `persona` role template (SS-02). Use this when you have been convened into an expert roundtable as a distilled…

• Memory Import

  by @Prismer-AI

  Bulk-import an external knowledge base into Prismer memory via the three-layer import pipeline (07 §3.1). Use when the user asks to import/migrate documents, a knowledge base, or notes into workspace memory. Layer 1 lands raw…

• Browser Use

  by @Prismer-AI

  LLM-driven browser automation via the pre-installed browser-use library (chromium already in the image). Use whenever the task needs to interact with web pages beyond a single fetch — multi-step navigation, form filling,…

• Proactivity

  by @Prismer-AI

  Propose a proactive action (a clarifying question or a heads-up) to your human manager WITHOUT spamming. Use when you've noticed something durable and worth surfacing — a blocker, an ambiguity that will bite later, a risk — but…

• Pkf Writing

  by @Prismer-AI

  Author, update, convert, validate, persist, and render PKF (`.pkf`) content through message-inline, Library Asset, or Memory Page carriers. Use for structured reports, knowledge pages, delivery cards, or any `.pkf` body. NOT for…

• Okr

  by @Prismer-AI

  Draft and track a strategic OKR charter — turn a human's plain-language goal into ONE Objective + 2-5 measurable Key Results, link existing tasks, and route the commit to a human sponsor. Use whenever the user wants to set a…

• Remotion

  by @Prismer-AI

  Use when a task involves Remotion compositions, Studio, Player, @remotion packages, programmatic video rendering, captions, media processing, maps, or Remotion and Mediabunny upgrades.

• Sdk Release

  by @Prismer-AI

  SDK build, test, version bump, and release to open source repo + registries. Covers the full pipeline from development in prismer-cloud-next to publishing on npm/PyPI/crates.io/Go.

• Releasing Prod

  by @Prismer-AI

  Use when 把已验证内容发到 Prismer 生产（prod.docbrew.cn / prismer.cloud / APP_ENV=prod），或听到「发生产 / 上 prod / 发版上线 / 打 ali-k8s-prod tag」。涉及 main 部署、prod 迁移、manual deploy 审批点时必读。

• Releasing Test

  by @Prismer-AI

  Use when 把任何批次的改动发到 Prismer 测试环境（test.docbrew.cn / APP_ENV=test），或听到「发测试 / 发 test / 上测试环境 / deploy test / 打 ali-k8s-test tag」。涉及 develop 部署、test 迁移通道、runner 节流时必读。

• Migrate Glue Devendpoint To Interactive Sessions

  by @aws-samples

  Migrate a legacy AWS Glue development endpoint to a Glue interactive session, following the official AWS migration checklist. Inventories the dev endpoint config, maps it to an equivalent interactive session (runtime role, Glue…

• Implement Feature

  by @tddworks

  Guide for implementing features in ClaudeBar following architecture-first design, TDD, rich domain models, and Swift 6.2 patterns. Use this skill when: (1) Adding new functionality to the app (2) Creating domain models that…

• Github Actions

  by @tddworks

  Manage ClaudeBar's GitHub Actions CI/CD pipelines: build, test, and release workflows. Use this skill when: (1) Setting up secrets for CI/CD (certificate, API key, Sparkle key, Codecov) (2) Creating a new release — tag-based or…

• Discover Azure Skills

  by @microsoft

  Searches the Azure skills catalog and recommends installable agent skills by matching an Azure task to skill metadata and plugin installation guidance. WHEN: before starting any task that involves an Azure or Microsoft-cloud…

• Self Hosting

  by @live-codes

  Deploy LiveCodes to static servers, GitHub Pages, or Docker. Configure SDK appUrl, BASE_URL for subdirectories, and handle share/broadcast services. Load this skill when self-hosting LiveCodes or using a custom app URL.

• Find Skills

  by @rohitg00

  Discovers, searches, and installs skills from multiple AI agent skill marketplaces (400K+ skills) using the SkillKit CLI. Supports browsing official partner collections (Anthropic, Vercel, Supabase, Stripe, and more) and…

• Parallel Investigation

  by @rohitg00

  Coordinates parallel investigation threads to simultaneously explore multiple hypotheses or root causes across different system areas. Use when debugging production incidents, slow API performance, multi-system integration…

• Hypothesis Testing

  by @rohitg00

  Applies the scientific method to debugging by helping users form specific, testable hypotheses, design targeted experiments, and systematically confirm or reject theories to find root causes. Use when a user says their code…

• Dormice

  by @BitMiracle-AI

  Operate Dormice self-hosted agent sandboxes — acquire a sandbox, run commands, move files, tune lifecycle policy — through the official E2B SDKs, the native HTTP API and SDK, or the dor CLI. Use when connecting to a Dormice…

• Traceway Setup

  by @tracewayapp

  Analyze and instrument repositories for Traceway observability. Use when the user wants to plan, add, migrate, or verify Traceway or OpenTelemetry monitoring for backend, browser, full-stack, mobile or iOS, or AI-agent software,…

• Eval Audit

  by @ai-evals-course

  Audit an LLM eval pipeline and surface problems: missing error analysis, unvalidated judges, vanity metrics, etc. Use when inheriting an eval system, when unsure whether evals are trustworthy, or as a starting point when no eval…

• Microsoft Foundry

  by @microsoft

  Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: foundry, azd ai agent, azd provision/deploy, hosted agent scaffold/develop/run/deploy/troubleshoot,…

• Azure Prepare

  by @microsoft

  Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI (azd) workflow. USE ONLY when the user explicitly wants to use azd as the…

• Azure App Onboard

  by @microsoft

  End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure services, scaffolds infrastructure…

• Azure Kubernetes

  by @microsoft

  Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI Overlay, egress…

• Azure Diagnostics

  by @microsoft

  Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service, app service high CPU, app service deployment failure, troubleshoot…

• Azure Kubernetes App Deploy

  by @microsoft

  Use when deploying an existing web application or API to an already-running Azure Kubernetes Service cluster. Detects the framework, generates a Dockerfile and Kubernetes manifests, validates against AKS Deployment Safeguards,…

• Azure Compute

  by @microsoft

  Azure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compare VM pricing, VMSS, scale set, autoscale, burstable, lightweight server, website, backend, GPU, machine learning, HPC simulation,…

• Azure Enterprise Infra Planner

  by @microsoft

  Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource topologies with WAF…

• Azure Deploy

  by @microsoft

  Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREATE a new application — use azure-prepare instead.…

• Finetuning

  by @microsoft

  Fine-tune models on Microsoft Foundry using SFT (supervised), DPO (preference), or RFT (reinforcement with graders). Covers dataset preparation, training job submission, deployment, and evaluation. USE FOR: fine-tune, SFT, DPO,…

• Azure Cloud Migrate

  by @microsoft

  Assess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→App Service, Fargate/Kubernetes/Cloud Run/Spring Boot→Container Apps. WHEN: migrate…

• Azure Upgrade

  by @microsoft

  Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, change hosting plan, function app…

• Azure Cost

  by @microsoft

  Azure cost management: query costs, forecast spending, optimize to reduce waste. WHEN: "Azure costs", "Azure bill", "cost breakdown", "how much am I spending", "forecast spending", "optimize costs", "reduce spending", "orphaned…

• Azure Validate

  by @microsoft

  Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before deploying. WHEN: validate my…

• Azure App Onboard Prereq

  by @microsoft

  Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work. Evaluates build health, app completeness, dependencies and local services, stack compatibility, and deployment feasibility. Answers…

• Deploy Model

  by @microsoft

  Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy), and capacity discovery across regions and…

• Azure Reliability

  by @microsoft

  Assess and improve the reliability posture of PaaS Applications (Azure Functions and Azure App Service). Scans deployed resources for zone redundancy, ZRS storage, health probes, and multi-region failover. Presents a…

• Python Appservice Deploy

  by @microsoft

  Deploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: "Flask App Service", "Django App Service", "FastAPI App Service", "deploy Python to App Service". DO NOT USE FOR: Container Apps, Functions, non-Python,…

• Airunway Aks Setup

  by @microsoft

  Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: "setup AI Runway", "onboard AKS cluster", "install AI…

• Azure Aigateway

  by @microsoft

  Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection, add Azure…

• Entra Agent Id

  by @microsoft

  Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmi_path, OBO, cross-tenant) including the Microsoft Entra…

• Capacity

  by @microsoft

  Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check…

• Azure Kubernetes Automatic Readiness

  by @microsoft

  Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides migration from AKS Standard to AKS Automatic. WHEN: migrate to AKS Automatic, check…

• Azure Quotas

  by @microsoft

  Check/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region selection. WHEN: "check quotas", "service limits", "current usage", "request quota increase", "quota exceeded", "validate…

• Customize

  by @microsoft

  Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/ProvisionedManaged), capacity, RAI policy (content filter), and…

• Preset

  by @microsoft

  Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal…

• Azure Resource Visualizer

  by @microsoft

  Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visualize Azure resources, show resource relationships,…

• Azure Resource Lookup

  by @microsoft

  List, find, and show Azure resources across subscriptions or resource groups. Handles prompts like "list the websites in my subscription", "list my web apps", "show my app services", "list virtual machines", "list my VMs", "show…

• M07 Concurrency

  by @actionbook

  CRITICAL: Use for concurrency/async. Triggers: E0277 Send Sync, cannot be sent between threads, thread, spawn, channel, mpsc, Mutex, RwLock, Atomic, async, await, Future, tokio, deadlock, race condition, 并发, 线程, 异步, 死锁

• Domain Cloud Native

  by @actionbook

  Use when building cloud-native apps. Keywords: kubernetes, k8s, docker, container, grpc, tonic, microservice, service mesh, observability, tracing, metrics, health check, cloud, deployment, 云原生, 微服务, 容器

• Dust Flavify

  by @dust-tt

  Review a pull request, branch, commit, diff, or pending changes against Dust's strictest review bar. Use when the user asks to "dust-flavify", "flavify", run a Flavify review, or audit a change against Dust's review standards.…

• Dust Call Agent

  by @dust-tt

  Call a Dust agent for Dust company context or to access tools, data, and actions unavailable through the current agent's native capabilities. Never use a Dust agent as a proxy for Slack, Notion, Google Drive, calendars, or any…

• Dust Db Migration

  by @dust-tt

  Step-by-step guide for creating and running SQL schema migrations in `front` or `connectors` using the `npm run migration:*` tooling (pg-schema-diff + Umzug). Use when adding or removing columns, tables, or indexes that require…

• Brooks Debt

  by @hyhmrright

  Tech debt assessment that identifies, classifies, and prioritizes maintainability problems — helping teams build a refactoring roadmap — drawing on twelve classic engineering books. Triggers when: user asks about tech debt,…

• Co Inbox

  by @openonion

  Drive `co feishu` / `co lark` — a chat bot as a directory of files. Use when an agent must receive messages from a Feishu or Lark group, reply to them, or run a command per message. Covers setup by QR, the nine verbs, the…

• Infra Setup

  by @evo-hq

  Non-user-invocable provider/setup reference for evo backend switching, prerequisite checks, and auth/install guidance.

• Debugging Network Issues

  by @daymade

  Investigates network, streaming and protocol failures with falsification-first layered experiments, the general fallback for unknown root causes. Use for ECONNRESET / RST_STREAM / SSE stalls, CDN/CGNAT timeouts or certificate…

• Ima Copilot

  by @daymade

  Installs, diagnoses, repairs, and personalizes the official Tencent IMA skill (a wrapper around upstream ima-skill, not a replacement), including fan-out search across IMA knowledge bases with priority boosting. Use when the…

• Github Sensitive Data Cleanup

  by @daymade

  Scans and removes sensitive data (secrets, API keys, private domains/IPs, PII) from GitHub repository history, then verifies and force-pushes safely. Use for 清理敏感数据 / 历史重写 / 泄露, "scan sensitive data", "clean git history",…

• Writing Great Skills

  by @mohitagw15856

  Crea un Agent Skill (SKILL.md) de alta calidad que la IA dispare y ejecute de forma fiable — frontmatter sólido, descripción incisiva con frases de activación, contrato de salida claro, controles de calidad y anti-patrones.…

• Model Migration Plan

  by @mohitagw15856

  Plan the migration of an LLM feature from one model to another without breaking production. Use when a model is being deprecated, a newer model looks better or cheaper, or when asked how to upgrade models safely, run shadow…

• Prompt Regression Suite

  by @mohitagw15856

  Design a regression test suite that catches an LLM feature getting worse when the prompt, model, or context changes. Use when asked to stop prompt changes breaking production, set up golden tests or CI gates for an LLM feature,…