Software Development AI agent skills

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

• Convention Learner

  by @codewithmukesh

  Detects and enforces project-specific coding conventions by analyzing existing codebase patterns. Learns naming conventions, folder structure, test organization, and coding style from the existing code. Load when: "conventions",…

• Pi Messenger Crew

  by @nicobailon

  Orchestrator reference for pi-messenger Crew planning, task management, configuration, and agent coordination. Crew workers already have the pi_messenger actions they need in crew-worker.md.

• Hot Monitor

  by @liyupi

  AI hotspot monitoring and trending topic discovery across multiple sources (Bing, Google, DuckDuckGo, HackerNews, Sogou, Bilibili, Weibo, Twitter). Use when users ask about: trending news, hot topics, latest developments in a…

• Foundation Prioritized Action Plan

  by @product-on-purpose

  Produce a comprehensive, evidence-grounded prioritized action plan from any PM input (notes, transcripts, drafts, executive asks, Slack threads, or a raw situation). Outputs one saveable document with an executive summary, input…

• Develop Adr

  by @product-on-purpose

  Creates an Architecture Decision Record following the Nygard format to document significant technical decisions, their context, and consequences. Use when making technical choices that affect system architecture, technology…

• Deliver Release Notes

  by @product-on-purpose

  Creates user-facing release notes that communicate new features, improvements, and fixes in clear, benefit-focused language. Use when shipping updates to communicate changes to users, customers, or stakeholders.

• Measure Okr Grader

  by @product-on-purpose

  Scores completed OKR sets at cycle close with KR-level scoring per the canonical OKR type enum (committed | aspirational | learning | operational_health | compliance_or_safety), committed-vs-aspirational interpretation, evidence…

• Iterate Retrospective

  by @product-on-purpose

  Facilitates and documents a team retrospective capturing what went well, what to improve, and action items. Use at the end of a sprint, project, or milestone to reflect and improve team practices. To bank individual learnings…

• Define Problem Statement

  by @product-on-purpose

  Creates a clear problem framing document with user impact, business context, and success criteria. Use when starting a new initiative, realigning a drifted project, or communicating up to leadership.

• Foundation Meeting Recap

  by @product-on-purpose

  Produces a topic-segmented post-meeting summary for attendees with decisions highlighted and actions captured inline per topic (plus a consolidated action view at the end). Auto-populates topic skeleton from a sibling…

• Discover Market Sizing

  by @product-on-purpose

  Estimate market opportunity (TAM, SAM, SOM) using multiple sizing frameworks (top-down, bottom-up, comparable company, analogous market). Triangulates across frameworks, highlights where they converge and diverge as signal, and…

• Foundation Meeting Brief

  by @product-on-purpose

  Produces a private strategic preparation document for the user before a meeting that matters. Captures stakes, stakeholder positions and reads, ranked desired outcomes, key messages, anticipated questions with prepared…

• Define Prioritization Framework

  by @product-on-purpose

  Run applicable prioritization frameworks (RICE, ICE, MoSCoW, Weighted Scoring, Kano) against a list of features or initiatives. Produces a comparison table showing where rankings agree and diverge across frameworks, and an…

• Develop Spike Summary

  by @product-on-purpose

  Documents the results of a completed technical or design spike, capturing the original question, approach, evidence-backed findings, and a clear proceed-or-not recommendation so the team does not re-litigate the exploration. Use…

• Utility Pm Changelog Curator

  by @product-on-purpose

  Draft CHANGELOG entries from git log via the pm-changelog-curator sub-agent, applying the repo hygiene rules (describe what changed, public paths only, no attribution trailers). Returns a layered draft with a status summary for…

• Measure Survey Analysis

  by @product-on-purpose

  Analyze survey results into actionable PM insights. Produces persona segmentation, hypothesis validation status, thematic clustering of open-text responses, statistical confidence labels, prioritized recommendations, and…

• Utility Pm Release Conductor

  by @product-on-purpose

  Walk the guided 6-gate release runbook (G0 readiness, G1 adversarial review, G2 version bump and CHANGELOG, G2.5 commit and re-verify, G3 tag and push, G4 post-tag hygiene) via the pm-release-conductor sub-agent. Refuses gate…

• Utility Pm Critic

  by @product-on-purpose

  Run adversarial review on a PM artifact via the pm-critic sub-agent. Returns findings graded P0/P1/P2/P3 with a concrete fix suggestion per finding and a machine-readable status block. Use after producing a PRD, meeting recap,…

• Tool Design Sprint Prototype Plan

  by @product-on-purpose

  Day 4 (Thursday) move of a Design Sprint that produces the planning artifact for the day. Output covers the prototype role plan (Maker, Stitcher, Writer, Asset Collector, Interviewer), prototype brief (what to build, fidelity…

• Tool Design Sprint Readiness

  by @product-on-purpose

  Pre-sprint diagnostic that determines whether a team should run a Design Sprint now, postpone it, or do prerequisite work first. Produces a Go / Conditional Go / Wait verdict with diagnosis, recommended preconditions, attendee…

• Tool Foundation Sprint Founding Hypothesis

  by @product-on-purpose

  Day 2 end capstone move of a Foundation Sprint. Compresses the sprint's full strategic frame into a single canonical sentence (the Founding Hypothesis) plus an assumption scorecard, why-we-believe, what-could-prove-us-wrong, and…

• Tool Foundation Sprint Differentiation

  by @product-on-purpose

  Day 1 afternoon move of a Foundation Sprint. Converts the morning's Basics frame into a defensible strategic position by scoring differentiator candidates against customer-perceived value, choosing two committed differentiators,…

• Tool Foundation Sprint Readiness

  by @product-on-purpose

  Pre-sprint diagnostic that determines whether a team should run a Foundation Sprint now, postpone it, or do prerequisite work first. Produces a Go / Conditional Go / Wait verdict with diagnosis, recommended preconditions,…

• Tool Foundation Sprint Approach Options

  by @product-on-purpose

  Day 2 morning move of a Foundation Sprint. Forces generation of 3 to 7 candidate approaches as one-page summaries before the team converges on a top bet. Use after Day 1 is signed and before Magic Lenses on Day 2 afternoon.…

• Tool Note And Vote

  by @product-on-purpose

  Structured group-decision mechanic that captures silent ideation, voting summaries, and Decider sign-off in a single bundled artifact. Use when a small team needs to make a fast decision with diverse input, when groupthink is a…

• Tool Foundation Sprint Basics

  by @product-on-purpose

  Day 1 morning move of a Foundation Sprint. Forces explicit team choices on target customer, important problem, team advantage, and competitors and alternatives. Produces a single coherent strategic frame that becomes the input…

• Utility Update Pm Skills

  by @product-on-purpose

  Validates internet access, compares the locally installed pm-skills version against the latest public release, and updates local files with conflict-aware overwrite-or-skip options. Produces an update report listing changed…

• Terrashark

  by @LukasNiessen

  Prevent Terraform/OpenTofu hallucinations by diagnosing and fixing failure modes: identity churn, secret exposure, blast-radius mistakes, CI drift, and compliance gate gaps. Use when generating, reviewing, refactoring, or…

• Ahrefs Python

  by @OpenClaudia

  Manages Ahrefs API usage in Python using `ahrefs-python` library. Use when working with SEO / marketing related tasks or with data including backlinks, keywords, domain ratings, organic traffic, site audits, rank tracking, and…

• T3 Code Continue Thread

  by @onmax

  Continue work from an earlier T3 Code thread by resolving its UUID, identifying the correct checkout or worktree, and producing a handoff for the normal agent.

• Task Banner

  by @OpenClaudia

  Set up (or toggle) a macOS desktop banner that appears whenever Claude Code finishes a task, showing a one-line summary of what was done. Use when the user says "notify me when Claude is done", "desktop notification on…

• Github Stars

  by @OpenClaudia

  Show a GitHub repo's star growth as CLI charts — by day and by hour, in any timezone. Use when the user asks to "check GitHub stars", "stars by hour/day for <repo>", "star growth", "how many stars did <repo> get today", or…

• Baoyu Weekly Report

  by @JimLiu

  生成中文周报（Markdown 表格格式）。当用户提到"周报""写周报""本周工作""weekly report"或描述本周完成的工作内容时触发。即使用户只是随意列出这周做了什么，也应该触发这个技能来帮忙整理成周报。

• Gmail Email

  by @open-gitagent

  Send emails via Gmail SMTP using App Password authentication.

• Page Cro

  by @OpenClaudia

  Audit and optimize landing pages for conversion rate. Use when the user asks about conversion rate optimization, CRO, landing page audits, improving sign-ups or sales, reducing bounce rate, A/B test ideas for pages, form…

• Organize Skills

  by @OpenClaudia

  Audit and reorganize a Claude Code / Codex skill library — enforce a naming convention (prefix each skill by which backend or product it touches), rename skills consistently, fix the symlinks and cross-references a rename…

• Search Console

  by @OpenClaudia

  Pull Google Search Console data and perform search performance analysis. Use when asked about search rankings, clicks, impressions, CTR, index coverage, Core Web Vitals, or sitemap status. Trigger phrases: "search console",…

• Google Ads Report

  by @OpenClaudia

  Pull Google Ads performance data and generate reports. Use when asked about ad campaign performance, keyword costs, quality scores, ROAS, conversion tracking, or ad spend analysis. Trigger phrases: "google ads", "adwords",…

• Geo Query Finder

  by @OpenClaudia

  Find which ChatGPT search queries mention a given brand. Tests long-tail queries against ChatGPT's web-search-enabled model and reports which ones surface the brand. Use when the user asks to "find queries for [brand]", "check…

• Programmatic Seo

  by @OpenClaudia

  Create SEO-optimized pages at scale using programmatic/template-based approaches. Use when the user says "programmatic SEO", "pSEO", "pages at scale", "template pages", "dynamic SEO pages", "auto-generate pages", "landing pages…

• I18n

  by @OpenClaudia

  Add full internationalization (i18n) to a Next.js project using next-intl. Supports 14+ languages, SEO-friendly locale routing, hreflang sitemaps, and bulk translation. Use when the user asks to "internationalize", "add i18n",…

• Video Ad Analysis

  by @OpenClaudia

  Deconstruct and analyze video ad creatives for marketing insights. Use when the user says "analyze this ad", "ad creative analysis", "deconstruct this video ad", "video ad review", "ad breakdown", "why does this ad work",…

• Seo Audit

  by @OpenClaudia

  Run a full technical and on-page SEO audit on any website or page. Use when the user says "audit my site", "SEO check", "technical SEO review", "site health", "check my SEO", "what's wrong with my site", or provides a URL and…

• Google Reviews

  by @OpenClaudia

  Fetch Google review ratings and review counts for businesses via DataForSEO API. Use when the user asks to check Google reviews, get review counts, compare business ratings, audit Google Maps presence, or analyze competitor…

• Unsplash Image

  by @OpenClaudia

  Search for images on Unsplash and download them. Optionally add text overlay (title/subtitle) to the image. Use when the user asks to find a stock photo, search for an image, get an Unsplash image, or download a photo with text.

• Design Award Pipeline

  by @SeanJ1ang

  Route and coordinate an end-to-end design-award workflow across winner research, evidence-based evaluation, award matching, entry-text preparation, and final submission checking. Use when a user asks for a complete award plan,…

• Comark

  by @onmax

  Comark (Components in Markdown) parser: syntax, AST, Vue/React/Svelte/Angular renderers, plugins, and LLM streaming with auto-close.

• Nuxt Content

  by @onmax

  Build typed, content-driven Nuxt applications with @nuxt/content. Use when working with content.config.ts, collections, queryCollection, Markdown or MDC rendering, content databases, hooks, custom sources, search, or Content v2…

• Regle

  by @onmax

  Core Regle form validation in Vue 3 — setup with `useRegle`, the reactive `r$` object, validation properties, displaying errors, and modifiers. Use when adding or editing Regle forms, binding `v-model` to `r$.$value`, or reading…

• Nuxt Studio

  by @onmax

  Configure and operate the self-hosted Nuxt Studio editor for Nuxt Content. Use when working with nuxt-studio installation, editor customization, OAuth or custom authentication, media, drafts, Git publishing, or production…

• Arkenv

  by @onmax

  Answer questions about ArkEnv and help implement environment variable validation. Use when developers: (1) Ask about environment variable validation or typesafety, (2) Want to setup ArkEnv in a project, (3) Need to define or…

• Security Audit

  by @alinaqi

  Structured, adversarial, multi-phase security audit of a codebase — recon → coverage-led hunting → finder≠validator validation → machine-readable findings → target-neutral report

• Verify Cascade

  by @alinaqi

  Verification-gated model escalation — run a cheap model, verify its output with decomposed per-field checks, and escalate to a strong model only when a flag fires. Optional TypeSafe (jev) verifier.

• Dataforseo

  by @alinaqi

  Keyword & SERP research via the DataForSEO API — search volume, competition, CPC, keyword ideas for naming/SEO decisions

• Code Review

  by @alinaqi

  Mandatory code reviews via /code-review before commits and deploys

• Maggy

  by @alinaqi

  Maggy is a local AI engineering command center. AI-prioritized inbox across issue trackers (GitHub Issues/Asana), one-click TDD execute with iCPG context enrichment, daily competitor intelligence briefing.

• Icpg

  by @alinaqi

  Intent-Augmented Code Property Graph — tracks WHY code exists via ReasonNodes with formal contracts, 6-dimension drift detection, and 3 canonical pre-task queries for autonomous development

• Polyphony

  by @alinaqi

  Multi-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches

• Cpg Analysis

  by @alinaqi

  Deep code property graph analysis with Joern CPG (AST+CFG+PDG) and CodeQL for control flow, data flow, taint analysis, and security auditing

• Workspace

  by @alinaqi

  Dynamic multi-repo and monorepo awareness for Claude Code. Analyze workspace topology, track API contracts, and maintain cross-repo context.

• Council Review

  by @alinaqi

  Multi-model validation council — auto-validate plans, architecture changes, and PRs via validate-plan/review before executing

• Code Graph

  by @alinaqi

  AST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server

• Iterative Development

  by @alinaqi

  TDD iteration loops using Claude Code Stop hooks - runs tests after each response, feeds failures back automatically

• Context Shunt

  by @alinaqi

  Offload large / multi-file reads to a cheap worker model so raw files never enter Claude's context (token savings)

• External Model Delegation

  by @alinaqi

  UserPromptSubmit hook pattern that classifies prompts into six cost tiers and delegates to external model CLIs

• Visual Validation

  by @alinaqi

  Autonomous screenshot verification — captures, compares, and AI-evaluates UI changes for visual regressions

• Model Routing

  by @alinaqi

  9-tier model routing system with cascading classifier fallback and result auto-evaluation

• Existing Repo

  by @alinaqi

  Analyze existing repositories, maintain structure, setup guardrails and best practices

• Gemini Review

  by @alinaqi

  Google Gemini CLI code review with Gemini 2.5 Pro, 1M token context, CI/CD integration

• Android Kotlin

  by @alinaqi

  Android Kotlin development with Coroutines, Jetpack Compose, Hilt, and MockK testing

• Code Deduplication

  by @alinaqi

  Prevent semantic code duplication with capability index and check-before-write

• Azure Cosmosdb

  by @alinaqi

  Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns

• Ms Teams Apps

  by @alinaqi

  Microsoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API

• Pwa Development

  by @alinaqi

  Progressive Web Apps - service workers, caching strategies, offline, Workbox

• Ai Models

  by @alinaqi

  Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate

• Aws Dynamodb

  by @alinaqi

  AWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python

• Reddit Ads

  by @alinaqi

  Reddit Ads API - campaigns, targeting, conversions, agentic optimization

• Firebase

  by @alinaqi

  Firebase Firestore, Auth, Storage, real-time listeners, security rules

• Android Java

  by @alinaqi

  Android Java development with MVVM, ViewBinding, and Espresso testing

• Klaviyo

  by @alinaqi

  Klaviyo email/SMS marketing - profiles, events, flows, segmentation

• Medusa

  by @alinaqi

  Medusa headless commerce - modules, workflows, API routes, admin UI

• Agentic Development

  by @alinaqi

  Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)

• Base

  by @alinaqi

  Universal coding patterns, constraints, TDD workflow, atomic todos

• Codex Review

  by @alinaqi

  OpenAI Codex CLI code review with GPT-5.2-Codex, CI/CD integration

• Aws Aurora

  by @alinaqi

  AWS Aurora Serverless v2, RDS Proxy, Data API, connection pooling

• Python

  by @alinaqi

  Python development with ruff, mypy, pytest - TDD and type safety

• Shopify Apps

  by @alinaqi

  Shopify app development - Remix, Admin API, checkout extensions

• Site Architecture

  by @alinaqi

  Technical SEO - robots.txt, sitemap, meta tags, Core Web Vitals

• Commit Hygiene

  by @alinaqi

  Atomic commits, PR size limits, commit thresholds, stacked PRs

• Project Tooling

  by @alinaqi

  gh, vercel, supabase, render CLI and deployment platform setup

• Llm Patterns

  by @alinaqi

  AI-first application patterns, LLM testing, prompt management

• Security

  by @alinaqi

  OWASP security patterns, secrets management, security testing

• Team Coordination

  by @alinaqi

  Multi-person projects - shared state, todo claiming, handoffs

• Ui Mobile

  by @alinaqi

  Mobile UI patterns - React Native, iOS/Android, touch targets

• Posthog Analytics

  by @alinaqi

  PostHog analytics, event tracking, feature flags, dashboards

• Woocommerce

  by @alinaqi

  WooCommerce REST API - products, orders, customers, webhooks

• Nodejs Backend

  by @alinaqi

  Node.js backend patterns with Express/Fastify, repositories

• Web Payments

  by @alinaqi

  Stripe Checkout, subscriptions, webhooks, customer portal

• Session Management

  by @alinaqi

  Context preservation, tiered summarization, resumability

• React Web

  by @alinaqi

  React web development with hooks, React Query, Zustand