next
Use this skill when the user doesn't know what to work on next, asks 'what should I do?', wants to find high-value opportunities, or needs help deciding where to spend their time. Also use when the user mentions 'what should I do next,' 'what should I work on,' 'where should I focus,' 'find low-hanging fruit,' 'what's the most valuable thing I could do,' or 'I don't know what to do.' Scans the full project — code, infrastructure, marketing, growth, business — and surfaces 3-5 high-impact, low-effort opportunities ranked by value. Routes each recommendation to the right skill.
Best use case
next is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Use this skill when the user doesn't know what to work on next, asks 'what should I do?', wants to find high-value opportunities, or needs help deciding where to spend their time. Also use when the user mentions 'what should I do next,' 'what should I work on,' 'where should I focus,' 'find low-hanging fruit,' 'what's the most valuable thing I could do,' or 'I don't know what to do.' Scans the full project — code, infrastructure, marketing, growth, business — and surfaces 3-5 high-impact, low-effort opportunities ranked by value. Routes each recommendation to the right skill.
Teams using next should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/next/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How next Compares
| Feature / Agent | next | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Use this skill when the user doesn't know what to work on next, asks 'what should I do?', wants to find high-value opportunities, or needs help deciding where to spend their time. Also use when the user mentions 'what should I do next,' 'what should I work on,' 'where should I focus,' 'find low-hanging fruit,' 'what's the most valuable thing I could do,' or 'I don't know what to do.' Scans the full project — code, infrastructure, marketing, growth, business — and surfaces 3-5 high-impact, low-effort opportunities ranked by value. Routes each recommendation to the right skill.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# What To Do Next You sat down to work and don't know where to start. This skill scans your project — code, infrastructure, marketing, growth, business — and surfaces the 3-5 highest-value things you could do right now. **This skill is for discovering what to work on when you don't know.** For evaluating whether a specific activity is worth your time, use **focus**. For ranking feature candidates you've already identified, use **prioritize**. For improving code performance, use **optimize**. ## How This Works 1. I read your project context (files, codebase, docs) 2. I ask 1-2 quick questions if I can't figure out your stage 3. I scan for high-value gaps across your whole business 4. You get a ranked list of opportunities with effort estimates and which skill to use --- ## Step 1: Gather Context Read these files if they exist (silently — don't list what you're reading): - About-me skill output or any founder context docs - `product-marketing-context.md` or `.agents/product-marketing-context.md` - CLAUDE.md, README, package.json - Any analytics, metrics, or status docs Scan the codebase for structure: - What's built, what's missing, what's half-finished - TODO/FIXME/HACK comments on important code - Deployment config, monitoring, CI/CD, error tracking - Marketing pages, analytics integration, SEO setup - Test coverage, error handling patterns **Only ask what you can't infer.** If existing context answers these, skip straight to scanning. Max 2 questions, one message: ``` Quick context so I can find the right opportunities: 1. What stage are you at? a) Still building, not launched b) Launched, few/no users yet c) Have users, no revenue d) Have paying customers 2. What's your biggest frustration right now? a) Not sure what to build next b) Built it but nobody's using it c) People sign up but don't stick d) Growing but everything feels fragile e) Something else: ___ ``` --- ## Step 2: Scan for Opportunities Look for signals across these categories. Use judgment about which matter based on the founder's stage — don't mechanically check every one. **Product & Code** - Critical paths with no error handling or tests - TODO/FIXME/HACK comments on important code - Obvious performance issues (missing indexes, N+1 queries) - Features half-built or abandoned - Security gaps (unprotected routes, exposed secrets) **Infrastructure & Ops** - No error monitoring on a live app - No analytics on a launched product - No backups, no CI/CD, manual deploys - Missing environment variable management **Marketing & Growth** - Launched but no landing page (or a bad one) - No SEO basics on a content-driven product - Users but no onboarding flow - Paying users but no retention or churn strategy - Customers but no social proof anywhere **Business & Strategy** - Revenue but no financial tracking - No terms of service or privacy policy on a live product - Customers but no feedback collection - Growing but no docs or support resources ### Stage-Aware Weighting Don't treat all categories equally: - **Pre-launch:** Lean heavily on product/code. Marketing and business signals are mostly noise at this stage. - **Launched, few users:** Shift toward growth/activation. The product exists — now it needs to reach and retain people. - **Revenue:** Business/strategy signals get real weight. Legal, financial, retention gaps have direct cost. For each opportunity, assess: - **Impact:** How much does this move the needle at this stage? - **Effort:** Can this realistically be done today or this week? Filter ruthlessly. Only surface opportunities where impact/effort is strongly favorable. If something is high impact but takes a month, it's not a "next" item. --- ## Step 3: Output Present 3-5 opportunities, ranked by impact/effort ratio. ### Format ``` ## What to do next Based on: [stage summary] — [app name/type] 1. **[Action]** — [Why this matters right now, referencing what you found in their project] ~[time estimate] · Use `/[skill]` 2. **[Action]** — [Why this matters] ~[time estimate] · Use `/[skill]` 3. **[Action]** — [Why this matters] ~[time estimate] · Use `/[skill]` ``` ### Output Rules - **Plain English** — "you're live with no way to know when things break" not "no observability layer" - **Specific to their project** — reference what you actually found, not generic advice - **Effort in human time** — "~1 hour" or "~2-3 hours", not "low effort" - **One skill per item** — if multiple skills apply, pick the starting one - **3-5 items max** — cut anything that doesn't pass the impact/effort bar - **No preamble** — no methodology explanation, no "here's what I found" intro. Just the list. --- ## Skill Routing Reference Route each recommendation to the most relevant skill: | Domain | Skills | |--------|--------| | Build features | **build**, **plan** (for scoping first) | | Fix bugs | **debug** | | Performance | **optimize** | | Monitoring/errors | **monitor** | | Security | **secure** | | Testing | **test** | | Deploy/go live | **deploy**, **go-live** | | Database | **database** | | Landing page | **landing-page** | | Onboarding | **growth** (activation section) | | SEO | **seo**, **technical-seo**, **seo-content** | | Email | **email** | | Analytics | **analytics** | | Pricing | **pricing** | | Legal | **legal** | | Retention | **retention** | | Payments | **payments** | | Support/docs | **support** | | Design/UI | **beautify**, **ux-design** | | Content/copy | **content**, **copywriting** | | Ads | **ads** | | Social media | **social-media** | | Launch | **launch** | | Sales | **sales** | | Customer research | **customer-research** | | Finances | **finances** | | Hiring | **hiring** | --- ## Related Skills - **focus** — Evaluate whether a specific activity is worth your time (kill/refine/pivot) - **prioritize** — Rank feature candidates with RICE scoring - **growth** — Design product-led growth strategy and activation funnels - **validate** — Test demand before building - **optimize** — Make existing code faster and leaner
Related Skills
validate
Use this skill when the user needs to validate a business idea, test demand before building, run a smoke test, create an MVP experiment, or decide whether an idea is worth pursuing. Covers demand validation, smoke tests, fake-door tests, landing page experiments, and go/no-go decision frameworks for bootstrapped founders.
ux-design
Use this skill when flows feel clunky, users are confused, navigation needs planning, onboarding needs design, or accessibility needs implementation. Covers information architecture, user flows, interaction patterns, progressive disclosure, and error handling UX.
ui-patterns
Use this skill when the user needs to build a dashboard, settings page, data table, or any page layout. Also use when choosing component libraries, implementing responsive design, dark mode, or handling UI states (loading, empty, error). Covers component selection, page composition, and responsive implementation.
translate
Use this skill when the user is a domain expert (lawyer, doctor, contractor, accountant, etc.) who wants to turn their professional knowledge into a software product. Also use when the user says 'I have an idea for my industry,' 'I know this problem exists,' 'I want to build something for [profession],' or is struggling to describe what they want the software to do. Helps identify which professional pain is worth building for, then translates it into requirements AI tools can execute.
test
Use this skill when the user needs to test features before deployment, create test scenarios, find edge cases, or verify bug fixes. Covers manual testing workflows, cross-browser testing, edge case identification, and testing checklists for non-technical founders.
technical-seo
Use this skill to implement technical SEO optimizations in code — meta tags, schema markup, Core Web Vitals, crawlability, robots.txt, sitemaps, and GEO (Generative Engine Optimization) for AI search engines. This is the implementation skill — for strategy see seo, for content writing see seo-content, for auditing see seo-audit.
support
Use this skill when the user needs to create help docs, build a knowledge base, set up self-serve support, or reduce support tickets. Covers documentation strategy, help center structure, support tone, and scaling support without hiring.
social-media
Use this skill when the user needs to grow a social media presence, create content for Twitter/X, LinkedIn, or other platforms, build a founder brand, or use social media as a distribution channel. Covers platform strategy, content frameworks, posting cadence, and audience building for bootstrapped SaaS founders.
seo
Use this skill when the user needs to plan SEO content, do keyword research, build a content calendar, map search intent to page types, or create an internal linking strategy. Also use when the user says 'how do I rank higher,' 'what should I write about for SEO,' 'SEO plan,' 'what keywords should I target,' or 'how to get organic traffic.' This is the strategy and planning skill — for writing content see seo-content, for technical implementation see technical-seo, for auditing see seo-audit.
seo-content
Use this skill when the user needs to write SEO content — blog posts, landing pages, feature pages, comparison pages, how-to guides, or any content meant to rank in search and get cited by AI. Covers content briefs, humanized writing that avoids AI detection, SERP feature targeting, entity optimization, content refresh, and quality self-checks. This is the writing skill — for strategy see seo, for technical implementation see technical-seo, for auditing see seo-audit.
seo-audit
Audit a codebase for SEO and AI-answer visibility, then produce a prioritized fix-it plan. Use this skill whenever a user says things like "audit my SEO", "check my site for search visibility", "how do I rank better", "optimize for Google", "optimize for AI answers", "SEO review", "GEO audit", "run the SEO agent", or anything about improving organic traffic or search rankings. Also trigger when someone mentions wanting visibility in AI-generated answers (ChatGPT, Gemini, Perplexity, Claude). Works on any web project — static sites, Next.js, Astro, Hugo, WordPress themes, or anything that outputs HTML.
secure
Use this skill when the user needs to secure their SaaS app, implement authentication, protect user data, secure APIs, or check for vulnerabilities. Also use when the user says 'is my app secure,' 'security check,' 'I'm worried about hackers,' 'how do I protect user data,' or 'security before launch.' Covers OWASP Top 10, auth best practices, data protection, and security checklists for apps built with AI tools.