Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

• Bun Sqlite

  by @secondsky

  Use for bun:sqlite, SQLite operations, prepared statements, transactions, and queries.

• Bun Workers

  by @secondsky

  Use for Web Workers in Bun, worker_threads, parallel processing, and background tasks.

• Learning Medusa

  by @medusajs

  Load automatically when user asks to learn Medusa development (e.g., "teach me how to build with medusa", "guide me through medusa", "I want to learn medusa"). Interactive guided tutorial where Claude acts as a coding bootcamp…

• Building Admin Dashboard Customizations

  by @medusajs

  Load automatically when planning, researching, or implementing Medusa Admin dashboard UI (widgets, custom pages, forms, tables, data loading, navigation). REQUIRED for all admin UI work in ALL modes (planning, implementation,…

• Building Storefronts

  by @medusajs

  Load automatically when planning, researching, or implementing Medusa storefront features (calling custom API routes, SDK integration, React Query patterns, data fetching). REQUIRED for all storefront development in ALL modes…

• 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 Environments

  by @medusajs

  Execute mcloud environments commands to list, get, create, delete, redeploy, or trigger builds for Cloud environments. Use when managing environment lifecycle, redeploying after variable changes, or starting new builds from…

• Mcloud Deployments

  by @medusajs

  Execute mcloud deployments commands to list deployments, retrieve deployment details, and fetch build logs. Use when listing deployments, checking deployment status, or reading build output for debugging build failures.

• Telnyx Email Domains Curl

  by @team-telnyx

  Manage email sending domains, verify DNS records (SPF, DKIM, DMARC, MX), check domain health, and configure domain-level webhooks for delivery events.

• Telnyx Messaging Java

  by @team-telnyx

  Send and receive SMS/MMS, handle opt-outs and delivery webhooks. Use for notifications, 2FA, or messaging apps.

• Telnyx Messaging Javascript

  by @team-telnyx

  Send and receive SMS/MMS, handle opt-outs and delivery webhooks. Use for notifications, 2FA, or messaging apps.

• Telnyx 10dlc Java

  by @team-telnyx

  10DLC brand and campaign registration for US A2P messaging compliance. Assign phone numbers to campaigns.

• Telnyx 10dlc Javascript

  by @team-telnyx

  10DLC brand and campaign registration for US A2P messaging compliance. Assign phone numbers to campaigns.

• Telnyx Ai Assistants Curl

  by @team-telnyx

  AI voice assistants with custom instructions, knowledge bases, and tool integrations.

• Telnyx Ai Assistants Go

  by @team-telnyx

  AI voice assistants with custom instructions, knowledge bases, and tool integrations.

• Telnyx Ai Assistants Java

  by @team-telnyx

  AI voice assistants with custom instructions, knowledge bases, and tool integrations.

• Telnyx Ai Assistants Javascript

  by @team-telnyx

  AI voice assistants with custom instructions, knowledge bases, and tool integrations.

• Telnyx Ai Assistants Python

  by @team-telnyx

  AI voice assistants with custom instructions, knowledge bases, and tool integrations.

• Telnyx Ai Assistants Ruby

  by @team-telnyx

  AI voice assistants with custom instructions, knowledge bases, and tool integrations.

• Telnyx Numbers Java

  by @team-telnyx

  Search, order, and manage phone numbers by location, features, and coverage.

• Telnyx Numbers Javascript

  by @team-telnyx

  Search, order, and manage phone numbers by location, features, and coverage.

• Telnyx Numbers Python

  by @team-telnyx

  Search, order, and manage phone numbers by location, features, and coverage.

• Telnyx Messaging Profiles Javascript

  by @team-telnyx

  Create and manage messaging profiles with number pools, sticky sender, and geomatch features. Configure short codes for high-volume messaging. This skill provides JavaScript SDK examples.

• Telnyx Messaging Profiles Python

  by @team-telnyx

  Create and manage messaging profiles with number pools, sticky sender, and geomatch features. Configure short codes for high-volume messaging. This skill provides Python SDK examples.

• Telnyx Messaging Profiles Java

  by @team-telnyx

  Create and manage messaging profiles with number pools, sticky sender, and geomatch features. Configure short codes for high-volume messaging. This skill provides Java SDK examples.

• Telnyx Messaging Profiles Ruby

  by @team-telnyx

  Create and manage messaging profiles with number pools, sticky sender, and geomatch features. Configure short codes for high-volume messaging. This skill provides Ruby SDK examples.

• Telnyx Messaging Profiles Go

  by @team-telnyx

  Create and manage messaging profiles with number pools, sticky sender, and geomatch features. Configure short codes for high-volume messaging. This skill provides Go SDK examples.

• Telnyx Messaging Hosted Javascript

  by @team-telnyx

  Set up hosted SMS numbers, toll-free verification, and RCS messaging. Use when migrating numbers or enabling rich messaging features. This skill provides JavaScript SDK examples.

• Telnyx Messaging Hosted Python

  by @team-telnyx

  Set up hosted SMS numbers, toll-free verification, and RCS messaging. Use when migrating numbers or enabling rich messaging features. This skill provides Python SDK examples.

• Telnyx Messaging Hosted Java

  by @team-telnyx

  Set up hosted SMS numbers, toll-free verification, and RCS messaging. Use when migrating numbers or enabling rich messaging features. This skill provides Java SDK examples.

• Telnyx Messaging Hosted Ruby

  by @team-telnyx

  Set up hosted SMS numbers, toll-free verification, and RCS messaging. Use when migrating numbers or enabling rich messaging features. This skill provides Ruby SDK examples.

• Telnyx Messaging Hosted Go

  by @team-telnyx

  Set up hosted SMS numbers, toll-free verification, and RCS messaging. Use when migrating numbers or enabling rich messaging features. This skill provides Go SDK examples.

• Telnyx Numbers Config Javascript

  by @team-telnyx

  Configure phone number settings including caller ID, call forwarding, messaging enablement, and connection assignments. This skill provides JavaScript SDK examples.

• Telnyx Numbers Config Python

  by @team-telnyx

  Configure phone number settings including caller ID, call forwarding, messaging enablement, and connection assignments. This skill provides Python SDK examples.

• Telnyx Numbers Config Java

  by @team-telnyx

  Configure phone number settings including caller ID, call forwarding, messaging enablement, and connection assignments. This skill provides Java SDK examples.

• Telnyx Numbers Config Ruby

  by @team-telnyx

  Configure phone number settings including caller ID, call forwarding, messaging enablement, and connection assignments. This skill provides Ruby SDK examples.

• Telnyx Numbers Config Go

  by @team-telnyx

  Configure phone number settings including caller ID, call forwarding, messaging enablement, and connection assignments. This skill provides Go SDK examples.

• Telnyx Numbers Compliance Javascript

  by @team-telnyx

  Manage regulatory requirements, number bundles, supporting documents, and verified numbers for compliance. This skill provides JavaScript SDK examples.

• Telnyx Numbers Compliance Python

  by @team-telnyx

  Manage regulatory requirements, number bundles, supporting documents, and verified numbers for compliance. This skill provides Python SDK examples.

• Telnyx Numbers Compliance Java

  by @team-telnyx

  Manage regulatory requirements, number bundles, supporting documents, and verified numbers for compliance. This skill provides Java SDK examples.

• Telnyx Numbers Compliance Ruby

  by @team-telnyx

  Manage regulatory requirements, number bundles, supporting documents, and verified numbers for compliance. This skill provides Ruby SDK examples.

• Telnyx Numbers Compliance Go

  by @team-telnyx

  Manage regulatory requirements, number bundles, supporting documents, and verified numbers for compliance. This skill provides Go SDK examples.

• Telnyx Ai Inference Javascript

  by @team-telnyx

  Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides JavaScript SDK examples.

• Telnyx Ai Inference Java

  by @team-telnyx

  Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides Java SDK examples.

• 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 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: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: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: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: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: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 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: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: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 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: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: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: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:Using Dev Team

  by @LerianStudio

  Selecting and dispatching the right Ring developer specialist agent (backend Go/TS, frontend, UI designer/engineer, Helm, frontend QA, prompt reviewer) for a technology task. Use when you need deep stack expertise and must…

• 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:Engineering Prompts

  by @LerianStudio

  Expert prompt engineering and optimization for LLMs and AI systems. Covers core patterns (zero-shot, few-shot, CoT, role-playing, constitutional, tree-of-thoughts), common use cases, and a three-phase process. Use when crafting…

• 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.…

• Executing Plans

  by @dev-toolings

  Methodically execute implementation plans with a TDD approach, incremental commits, and continuous validation

• Daily Workflow

  by @dev-toolings

  Daily development workflow for Symfony projects including common tasks, debugging, and productivity tips

• Dagster Expert

  by @dagster-io

  Expert guidance for working with Dagster and the dg CLI. ALWAYS use before doing any task that requires knowledge specific to Dagster, or that references assets, materialization, components, data tools or data pipelines. Common…

• Weekly Analytics

  by @NeverSight

  Weekly analytics report combining GA4, Google Search Console, and Microsoft Clarity into a premium HTML email. Use for automated Sunday cron jobs that generate weekly product analytics reports. Tracks users, sessions, pageviews,…

• Build Your Own X

  by @NeverSight

  Master programming by recreating your favorite technologies from scratch. Based on the 529K+ star GitHub repo codecrafters-io/build-your-own-x, this skill indexes 200+ step-by-step tutorials across 30+ tech domains — 3D…

• Edgeone Pages Deploy

  by @NeverSight

  Deploys static HTML to a public URL instantly with no authentication required. Use when asked to "host this", "deploy this site", "get a public link", "share this HTML", "quick deploy", "publish this page", or any request to…

• Bondterminal X402

  by @NeverSight

  Query BondTerminal API using x402 keyless payments. No API key needed — pay $0.01 USDC per request on Base mainnet. Use when users ask for Argentine bond data, analytics, cashflows, history, riesgo país, or ISIN/ticker lookups…

• Monad Wingman

  by @NeverSight

  Monad blockchain development tutor and builder. Triggers on "build", "create", "dApp", "smart contract", "Solidity", "DeFi", "Monad", "web3", "MON", or any blockchain development task. Covers Foundry-first workflow,…

• Yellow Best Practices

  by @NeverSight

  Yellow Network and Nitrolite (ERC-7824) development best practices for building state channel applications. Use when building apps with Yellow SDK, implementing state channels, connecting to ClearNodes, managing off-chain…

• Oq

  by @NeverSight

  oQ's opinionated tooling and conventions for JavaScript/TypeScript projects. Based on Anthony Fu's style with personal customizations for UnoCSS, ESLint, pnpm catalog, and automated releases. Use when setting up new projects…

• Jira Spaces

  by @NeverSight

  Manage Confluence spaces for project documentation. Create, list, and delete spaces with templates. Use when setting up project documentation structure or managing Confluence content areas.

• Conventionalcommits

  by @NeverSight

  Conventional Commits specification for semantic versioning and changelog generation. Use when writing commit messages, configuring commit linting, or automating releases.

• Using Superpowers

  by @NeverSight

  Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

• Knowledge Base Gap Finder

  by @NeverSight

  Identify what documentation is missing by comparing support issues, product behavior, and existing docs. Use when the knowledge base is incomplete or stale.

• 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.

• Jira Auth

  by @NeverSight

  Authenticate with Jira Cloud REST API using API tokens. Use when setting up Jira connections, validating credentials, or handling rate limiting.