Devops AI agent skills

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

• Model Domain

  by @danielvm-git

  Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates specs/tech-architecture/tech-stack.md and specs/adr/ inline as decisions crystallise. Use when user wants to…

• Harden Vps

  by @danielvm-git

  Harden a production Linux VPS for your application across three layers — application (systemd hardening, monitoring alerts, backup automation), Ubuntu OS (UFW firewall, fail2ban SSH, unattended-upgrades, SSH hardening), and VPS…

• Organize Workspace

  by @danielvm-git

  Scans the active workspace for disposable artifacts—logs, caches, stale build output, and stray draft markdown—and proposes consolidation of scattered assets. Produces a reviewable list, asks for explicit confirmation before any…

• Commit Message

  by @danielvm-git

  Reviews working-tree changes, then drafts a Conventional Commits title/body and states the semantic-release version bump a single such commit would imply. Also notes which defensive-code categories were touched. Use when the…

• Generate Allure Report

  by @danielvm-git

  Generate Allure-ready reports from bigpowers YAML metadata. Reads execution-status.yaml, release-plan.yaml, epic capsules, task YAMLs, cycle-times.yaml, and bug registry to produce allure-results/junit-results.xml,…

• Plan Work

  by @danielvm-git

  PLANNING SPINE STEP 3 of 3 — Plan the work: write detailed implementation tasks into the active epic capsule (specs/epics/eNN-slug/). Produces countable-story-format .md specs and runnable -tasks.yaml files. Use after…

• Audit Code

  by @danielvm-git

  Self-review checklist for the coding agent to run before dispatching a reviewer. Checks CONVENTIONS.md compliance, Boy Scout Rule, test coverage, types, and SOLID. Produces a pass/fail checklist. Use before request-review,…

• Grill Me

  by @danielvm-git

  Interactive assumption-surfacing Q&A that stress-tests a plan through relentless questioning until every decision is resolved. Use when user wants to challenge a plan, validate decisions from conversation/context, or mentions…

• Find Way

  by @danielvm-git

  Plan a large effort as a shared map of decision tickets on an issue tracker, resolving them one at a time until the way is clear. Use when an idea is too big for one session, needs structured exploration before implementation,…

• Deploy

  by @danielvm-git

  Build → verify artifact → deploy → wait → smoke deployment pipeline. Platform-agnostic (MCP or CLI), with configurable timeout, retry with exponential backoff, and integrated health-check. The deploy half of CI/CD: run after…

• Research First

  by @danielvm-git

  Look-before-build — search registries, repo, existing skills, and web for prior art before implementing. Appends Prior Art to the spec. Use after survey-context and before elaborate-spec, when adding dependencies, or when the…

• Run Evals

  by @danielvm-git

  Eval-Driven Development — define capability and regression evals before building; code graders use verify commands, model graders use explicit rubrics; log pass@k. Use before develop-tdd on new features, or when measuring agent…

• Orchestrate Project

  by @danielvm-git

  Meta-skill that enforces the 6-phase core loop (discover → elaborate → plan → build → verify → release) with hard gates. Use to coordinate multi-phase projects with guaranteed quality checkpoints. One-time command for the entire…

• Release Branch

  by @danielvm-git

  Make the merge/PR/keep/discard decision for a feature branch, verify coverage gates, create the PR with gh, and clean up the worktree. Use when a feature is done and ready to ship, or when user says "release", "merge", or "open…

• Evolve Skill

  by @danielvm-git

  Benchmark-gated skill evolution — consume bigpowers-benchmark report, propose plan-work change, edit skill via craft-skill, re-run benchmark, record ADR. Use when a skill underperforms on benchmark or stocktake finds systemic gap.

• Grill With Docs

  by @danielvm-git

  Doc-grounded variant of grill-me — stress-tests plan assumptions by fetching and citing real library or API documentation. Every challenge must cite a real URL. Use when the plan depends on a specific library or external API.

• Change Request

  by @danielvm-git

  Add a new requirement or reorder epics by WSJF against specs/release-plan.yaml and epic capsule directories. Modes Add and Reorder. Use when a new requirement arrives mid-release or the plan needs prioritization.

• Compose Workflow

  by @danielvm-git

  Chain multiple bigpowers skills into a custom workflow recipe saved in specs/. Use when a project repeats a non-standard skill sequence, or user wants a documented playbook beyond orchestrate-project modes.

• Plan Tests

  by @danielvm-git

  Design a risk-scaled test architecture for an epic before implementation begins. Produces prioritized scenarios, test level distribution, and fixture plans based on TEA and bigpowers principles.

• Craft Skill

  by @danielvm-git

  Create new bigpowers skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill for the bigpowers lifecycle.

• Publish Package

  by @danielvm-git

  Package registry publishing for npm, crates.io, PyPI, and Homebrew. Verifies prerequisites, runs the publish command, confirms success, and surfaces actionable error hints on failure.

• Delegate Task

  by @danielvm-git

  Delegate one complex task to a single subagent, review its work in two stages before merging back. Sequential — one agent at a time, with oversight. Use when a task is complex and requires careful review before the result is…

• Define Language

  by @danielvm-git

  Extract a DDD-style ubiquitous language glossary from the current conversation, flagging ambiguities and proposing canonical terms. Saves to specs/UBIQUITOUS_LANGUAGE_LATEST.md. Use when user wants to define domain terms, build…

• Design Interface

  by @danielvm-git

  Generate multiple radically different interface designs for a module using parallel sub-agents, then compare trade-offs. Based on "Design It Twice" from A Philosophy of Software Design. Use when user wants to design an API,…

• Plan Release

  by @danielvm-git

  RELEASE-INDEX BUILDER — Sequence elaborated epics into specs/release-plan.yaml with WSJF ordering and BCP baselines. NOT a planning-spine substitute: it does not scope work (scope-work) or write story tasks (plan-work). Use…

• Map Codebase

  by @danielvm-git

  Derives the tech-stack doc from scratch by scanning the codebase — analyzes stack, architecture, and gray areas (error handling, API shapes) and persists findings into specs/tech-architecture/tech-stack.md. Run when the tech doc…

• Run Planning

  by @danielvm-git

  DISCOVER-PHASE ADVANCER — Drive the discover-phase checklist (specs/planning-status.yaml) through survey-context → scope-work → research-first → elaborate-spec → plan-release → slice-tasks. NOT a duplicate of plan-work or the…

• Assess Impact

  by @danielvm-git

  Analyze the blast radius of a proposed change before any code is written. Maps dependents, affected stories, and test coverage. Produces specs/IMPACT_LATEST.md. Use before plan-work on any non-trivial change, when touching a…

• Request Review

  by @danielvm-git

  Dispatch a fresh reviewer agent with a clean context to critique the code after audit-code passes. The reviewer has no shared state with the coding agent and gives a genuine second opinion. Use after audit-code passes, before…

• Audit Plan

  by @danielvm-git

  Evaluate an incoming project plan against bigpowers principles and conventions, surface gaps, and produce a READY/NOT READY verdict before engagement begins. Use when a new project arrives, when adapting a foreign plan, or…

• Run Benchmark

  by @danielvm-git

  Run skill quality benchmarks from specs/benchmarks/ definitions — N-run with/without-skill delta grading, train/validation split, pass@k + benchmark.json reports. Use before and after evolve-skill to prove quality changes are…

• Scope Work

  by @danielvm-git

  PLANNING SPINE STEP 1 of 3 — Scope the work: define what is in and out of scope and save as specs/product/SCOPE_LATEST.yaml. Use before slice-tasks or plan-release on any new initiative. Not a substitute for slice-tasks (step 2)…

• Gate Trace

  by @danielvm-git

  Deterministic traceability quality gate — reads coverage matrix + blind-spot data, applies decision rules with oracle confidence downgrade, emits PASS/CONCERNS/FAIL/WAIVED verdict. Use before release-branch to gate merges on…

• Dispatch Agents

  by @danielvm-git

  Dispatch multiple subagents in parallel on independent tasks. No waiting between them — all run concurrently. Use when tasks are truly decoupled and speed matters. Distinct from delegate-task (concurrent here, no inter-task…

• Edit Document

  by @danielvm-git

  Edit and improve documents by restructuring sections, improving clarity, and tightening prose. Use when user wants to edit, revise, restructure, or improve any document — including specs/ files, articles, READMEs, or technical…

• Build Epic

  by @danielvm-git

  Eight-step epic build cycle — reads state.yaml, execution-status.yaml, and one epic capsule; updates status via bp-yaml-set or direct edit. Resume mode runs one step per invocation. Use instead of ad-hoc execute-plan for release…

• Enforce First

  by @danielvm-git

  Apply the F.I.R.S.T test quality rubric (per CONVENTIONS.md §Tests) to a test suite or individual tests. Use when develop-tdd is writing tests, when test quality needs to be checked, or when user mentions F.I.R.S.T or "test…

• Hook Commits

  by @danielvm-git

  Set up pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add pre-commit hooks, set up Husky, configure lint-staged, or add commit-time…

• Investigate Bug

  by @danielvm-git

  Investigate a bug or issue by exploring the codebase to find root cause, then write a TDD-based fix plan to specs/bugs/BUG-*.md. Use when user reports a bug, wants to investigate a problem, mentions "triage", or wants to plan a…

• Elaborate Spec

  by @danielvm-git

  Refine a rough idea into a clear, detailed specification through dialogue. Does not produce code. Use when user has a vague idea, wants to think through a feature before planning, or needs to turn "I want X" into a concrete spec.

• Plan Refactor

  by @danielvm-git

  Create a detailed refactor plan with tiny commits via user interview, then save it as specs/REFACTOR_LATEST.md. Use when user wants to plan a refactor, create a refactoring RFC, or break a refactor into safe incremental steps.

• Quick Fix

  by @danielvm-git

  Streamlined fast-path for trivial data-only fixes — no TDD, no branching ceremony. Collapses 6 skills into 2 for changes that are purely data with no logic risk. Aborts with fallback to investigate-bug if guardrails trigger.

• Respond Review

  by @danielvm-git

  Act on a reviewer agent's feedback systematically — categorize findings, apply fixes, verify tests still pass. Use after request-review returns a report, or when user wants to work through code review findings.

• Diagnose Stall

  by @danielvm-git

  Diagnose why agent orchestration stopped producing progress — silent stalls in /loop, dispatch-agents, or execute-plan. Use when work appears hung, no output for several minutes, or a subagent never returned.

• Diagnose Root

  by @danielvm-git

  Run 4-phase root cause analysis — reproduce, isolate, hypothesize, verify. Use when a bug is confirmed but root cause is unclear, after investigate-bug, or when user mentions root cause analysis.

• Search Skills

  by @danielvm-git

  Find the right bigpowers skill from natural-language intent using a local lexical index over SKILL.md frontmatter. Use when unsure which skill to invoke, or at start of research-first.

• Execute Plan

  by @danielvm-git

  Batch-execute tasks from the active epic capsule sequentially, with a human checkpoint after each step. Use when user has an approved plan and wants step-by-step oversight.

• Context7 Mcp

  by @danielvm-git

  Fetch current library docs via Context7 MCP instead of training data. Use when user asks about frameworks, APIs, setup, or code examples for React, Next.js, Prisma, etc.

• Reset Baseline

  by @danielvm-git

  Restore the project to a known clean state between agent runs or experiments. Use between benchmark runs, after a failed spike, or when user wants a clean working tree.

• Fix Bug

  by @danielvm-git

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

• Maintain Wiki

  by @danielvm-git

  Agent-maintained OKF wiki — INGEST source docs, LINT for issues, QUERY across concept pages. Run as part of build-epic Step 8 and verify-work Phase 3.

• Kickoff Branch

  by @danielvm-git

  Create an isolated Git worktree/branch or Jujutsu workspace, then verify a clean test baseline before code. Use when starting a feature or task.

• Define Success

  by @danielvm-git

  TOMBSTONE — renamed/merged to plan-work. This stub resolves for one release then is removed.

• Configure Server

  by @jpicklyk

  Configures how the MCP Task Orchestrator SERVER runs and is reached — transport (HTTP vs STDIO), the REST API, port publishing, config mounts, and config-sync. Use when a user says: run the server, register the image, set up the…

• Adopt Project Scope

  by @jpicklyk

  Migrates an already-populated, unscoped Task Orchestrator database in place to the project-scoping convention — creates a project anchor root, re-parents existing work trees under it, and writes rootId back to config.yaml. Use…

• Error Handling Base

  by @Dicklesworthstone

  Foundation for error handling patterns. This is a base skill designed to be extended by language-specific error handling skills.

• Hz Store Pwa

  by @meta-quest

  Guides shipping a web app to the Meta Quest and Horizon OS Store as a PWA/TWA — both 2D windowed panels and immersive WebXR/VR. Covers building the web app (IWSDK for WebXR, any responsive PWA for 2D), Vercel deploy, web app…

• Hz Xr Simulator Setup

  by @meta-quest

  Sets up the Meta XR Simulator for testing Meta Quest and Horizon OS apps without a physical device. Use when configuring device-free testing for Unity or Unreal projects.

• Expo Build

  by @TheBushidoCollective

  Use when building and deploying Expo apps with EAS Build. Covers build configuration, development builds, production builds, and app store submission.

• Explicit Configuration

  by @TheBushidoCollective

  Prefer explicit configuration over framework defaults to prevent environment-dependent failures

• Sre Incident Response

  by @TheBushidoCollective

  Use when responding to production incidents following SRE principles and best practices.

• Sre Monitoring And Observability

  by @TheBushidoCollective

  Use when building comprehensive monitoring and observability systems.

• Vulnerability Analysis

  by @oasm-platform

  Perform deep analysis of CVEs and security vulnerabilities including CVSS scoring, affected versions, exploit maturity, and remediation steps. Use when the user needs detailed vulnerability intelligence.

• Mongodb Search And Ai

  by @mongodb

  Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search solutions. Use this skill when users need to build search functionality for text-based queries…

• Mcp Server Building

  by @seb1n

  Design, implement, harden, and verify Model Context Protocol (MCP) servers with precise tool contracts, least-privilege authorization, safe transports, structured errors, and interoperability tests. Use when creating a new MCP…

• Agent Observability

  by @seb1n

  Design privacy-aware observability for AI agents using traces, spans, structured events, metrics, cost attribution, dashboards, alerts, and investigation workflows. Use when instrumenting an agent, debugging intermittent tool or…

• Mongodb Connection

  by @mongodb

  Optimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language. Use this skill when working/updating/reviewing on functions that instantiate or configure a MongoDB client (eg, when…

• Ml Pipeline Creation

  by @seb1n

  Design, implement, and validate reproducible machine-learning pipelines spanning data preparation, training, evaluation, registry, and deployment gates. Use when the user requests an ML pipeline, needs to turn model scripts into…

• Mongodb Mcp Setup

  by @mongodb

  Guide users through configuring key MongoDB MCP server options. Use this skill when a user has the MongoDB MCP server installed but hasn't configured the required environment variables, or when they ask about connecting to…

• Infrastructure As Code

  by @seb1n

  Define, deploy, and manage cloud infrastructure as code using tools like Terraform, Pulumi, CloudFormation, and CDK, ensuring consistency, repeatability, and version control. Use when the user requests infrastructure as code or…

• Email Drafting

  by @seb1n

  Draft a professional, audience-aware email or reply with calibrated tone and a clear call to action. Use when the user needs one message, response, follow-up, support note, or meeting request; use sales-email-sequences for a…

• Docker Compose Setup

  by @seb1n

  Set up and orchestrate multi-container Docker applications using docker-compose, including service configuration, networking, volumes, and environment management. Use when the user requests docker compose setup or provides…

• Webhook Setup

  by @seb1n

  Set up webhook receivers with signature verification, idempotent event processing, retry handling, and dead letter queues for reliable event-driven integrations. Use when the user requests webhook setup or provides relevant…

• Cloud Monitoring

  by @seb1n

  Monitor cloud infrastructure and applications using metrics, logs, and traces to provide real-time observability into performance, health, and reliability. Use when the user requests cloud monitoring or provides relevant inputs…

• Knowledge Base Article Writing

  by @seb1n

  Write clear, searchable help center articles and FAQ entries based on support data, product documentation, and common customer questions. Use when the user requests knowledge base article writing or provides relevant inputs for…

• Logo Design

  by @seb1n

  Design professional, scalable logos with complete brand identity deliverables including color palettes, typography, format variations, and usage guidelines. Use when the user requests logo design or provides relevant inputs for…

• Ci Cd

  by @seb1n

  Set up a continuous integration and continuous delivery (CI/CD) pipeline for a software project, automating builds, tests, and deployments across environments. Use when the user requests ci cd or provides relevant inputs for…

• Model Deployment

  by @seb1n

  Deploy trained machine learning models as production-ready services using REST APIs, containers, serverless functions, and orchestration platforms. Use when the user requests model deployment or provides relevant inputs for this…

• Kubernetes Deployment

  by @seb1n

  Deploy, manage, and scale applications on Kubernetes clusters using manifests, Helm charts, and autoscaling configurations. Use when the user requests kubernetes deployment or provides relevant inputs for this workflow.

• Database Backup

  by @seb1n

  Create, schedule, and verify database backups with support for full, incremental, and point-in-time recovery strategies. Use when the user requests database backup or provides relevant inputs for this workflow.

• Deploying To Production

  by @littleben

  Automates GitHub repository creation and Vercel deployment for Next.js websites. Use when deploying new websites, pushing to production, setting up CI/CD pipelines, or when the user mentions deployment, GitHub, Vercel, or going…

• Deploying To Production

  by @ZhanlinCui

  Automate creating a GitHub repository and deploying a web project to Vercel. Use when the user asks to deploy a website/app to production, publish a project, or set up GitHub + Vercel deployment.

• Sanity Best Practices

  by @sanity-io

  Sanity development best practices for schema design, GROQ queries, TypeGen, Visual Editing, images, Portable Text, Studio structure, localization, migrations, Sanity Functions, webhooks, Blueprints, and framework integrations…

• Frappe Testing Cicd

  by @Impertio-Studio

  Use when setting up CI/CD pipelines for Frappe apps, configuring GitHub Actions test workflows, or adding linting and security scanning. Prevents broken CI from incorrect test matrix configuration, missing MariaDB/Redis…

• Frappe Ops Deployment

  by @Impertio-Studio

  Use when deploying Frappe/ERPNext to production, configuring Nginx or Supervisor, setting up Docker, enabling SSL, or hardening security. Prevents insecure deployments, missing reverse proxy config, and broken process…

• Frappe Ops Cloud

  by @Impertio-Studio

  Use when working with Frappe Cloud, Press API, provisioning sites, or managing benches on Frappe Cloud infrastructure. Prevents failed deployments from misconfigured cloud settings and API misuse. Covers Frappe Cloud dashboard,…

• Azureml Scaffolding

  by @Kilo-Org

  Scaffold, structure, and manage AI/ML projects that run on AzureML. Covers project initialization (uv workspaces, devcontainers, Makefile), Python packaging with explicit dependencies, local and cloud execution, experiment…

• Adf Master

  by @Kilo-Org

  Azure Data Factory (ADF) CI/CD, deployment, and pipeline development. PROACTIVELY activate for: (1) ADF CI/CD setup (npm validation, ARM template export), (2) ADF ARM template deployment, (3) ADF npm build validation in CI, (4)…

• Prd V05 Technical Stack Selection

  by @mattgierhart

  Make technology decisions for every product capability by discovering existing assets, evaluating vendor-aligned options, and categorizing as Reuse/Extend/Build/Buy/Integrate/Research during PRD v0.5 Red Team Review. Handles…

• Azure Databricks

  by @Kilo-Org

  Expert knowledge for Azure Databricks development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Prd V08 Runbook Creation

  by @mattgierhart

  Create operational playbooks for incident response, deployments, and maintenance during PRD v0.8 Deployment & Ops. Triggers on requests to create runbooks, document procedures, or when user asks "how do we handle incidents?",…

• Prd V08 Monitoring Setup

  by @mattgierhart

  Define monitoring strategy, metrics collection, and alerting thresholds during PRD v0.8 Deployment & Ops. Triggers on requests to set up monitoring, define alerts, or when user asks "what should we monitor?", "alerting…

• Prd V08 Release Planning

  by @mattgierhart

  Define release criteria, deployment environments, and rollback strategies during PRD v0.8 Deployment & Ops. Triggers on requests to plan releases, define deployment criteria, or when user asks "how do we deploy?", "release…

• Prd V09 Launch Metrics

  by @mattgierhart

  Define success criteria and tracking setup for launch during PRD v0.9 Go-to-Market. Triggers on requests to define launch metrics, set up tracking, or when user asks "how do we measure launch success?", "launch KPIs", "tracking…

• Airflow

  by @Kilo-Org

  Queries, manages, and troubleshoots Apache Airflow using the af CLI. Covers listing DAGs, triggering runs, reading task logs, diagnosing failures, debugging DAG import errors, checking connections, variables, pools, and…

• Azure Machine Learning

  by @Kilo-Org

  Expert knowledge for Azure Machine Learning development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Prd V06 Environment Setup

  by @mattgierhart

  Document development environment requirements for team consistency and AI agent understanding during PRD v0.6 Architecture. Triggers on requests to define environment setup, document tooling, create dev setup guide, or when user…

• Azure Event Hubs

  by @Kilo-Org

  Expert knowledge for Azure Event Hubs development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Data Factory

  by @Kilo-Org

  Expert knowledge for Azure Data Factory development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Synapse Analytics

  by @Kilo-Org

  Expert knowledge for Azure Synapse Analytics development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…