Creators & marketers — real builds and copy-ready starters, grouped by what you’re trying to make. Filter by type (web app vs. agent) or tool, or search.
TypeTool
CRM & sales1
Base44 Founder Creator
Course starter
Affiliate & referral portal
A portal where affiliates log in, get a referral link, and see clicks, conversions, and commissions owed.
→Runs a referral program transparently so partners trust their numbers.
Try it yourself
Build an affiliate portal where partners sign up and get a unique referral link. Track clicks and conversions per affiliate and show them their commissions owed. Give me an admin view of total referred revenue and a payout queue.
Dashboards & analytics3
v0 Creator AI-native SME
Course starter
Marketing campaign dashboard
A campaign performance UI with channel KPIs, spend vs revenue charts and a per-campaign table.
→A reporting surface that makes campaign results legible.
Try it yourself
Create a marketing campaign dashboard with KPI cards (impressions, clicks, conversions, ROAS), a spend-versus-revenue area chart, a channel breakdown bar chart, and a table of campaigns with status and CTR.
Make AI-native SME Founder Creator
Course starter
Daily metrics pull to Google Sheets report
Each morning the scenario pulls key metrics from multiple sources (e.g. Stripe MRR, Google Analytics sessions, Intercom conversations), appends a row to a Google Sheets ledger, and emails a summary to the leadership team.
→A single morning email replaces manual tab-switching across five dashboards.
Add a metrics aggregation backend to a content dashboard
In an existing Next.js + Prisma project, Opencode adds a `/api/metrics` route that aggregates post views, engagement, and subscriber counts from three database tables, with caching and a typed response schema.
→The dashboard loads real aggregated data instead of mock values; the typed schema prevents mismatches between the API and the front-end chart components.
Try it yourself
Run `opencode`: "Add a GET /api/metrics route to this Next.js app. Aggregate views, engagement, and subscribers from the Prisma schema in prisma/schema.prisma. Add a 60-second cache. Return a typed JSON response."
Customer & client portals3
Base44 Creator
Course starter
Creator membership portal
A members-only portal where fans log in to access gated posts, resources, and a community feed.
→Owns your audience relationship directly instead of renting it from a platform.
Try it yourself
Build a membership portal where fans sign up and log in to see members-only posts, downloadable resources, and a comment feed. Give me an admin view to publish new posts and see how many members I have.
Base44 Creator Scientist
In the gallery
Course & student progress portal
A portal where students enroll in a course, work through lessons, submit assignments, and see their progress and grades.
→Run a cohort course with submissions and grading without paying for a heavy LMS.
Try it yourself
Build a course portal where students log in, work through lessons, and submit assignments. Let the instructor grade submissions and leave feedback. Show each student their own progress bar and grades, and give the instructor a class-wide dashboard.
An app where a coach assigns workout plans and clients log progress and check in.
→Deliver a premium coaching experience without juggling spreadsheets and DMs.
Try it yourself
Build a fitness coaching app where clients subscribe with Stripe, then see workout plans the coach assigns them. Let clients log completed workouts and weight, give the coach a dashboard of each client’s progress, and add a weekly check-in form.
A booking site for a local service business with service selection, scheduling, and payment.
→Let clients book and pay themselves around the clock.
Try it yourself
Build a booking site for a local service business. Let customers pick a service, choose an available date and time, enter their details, and pay a deposit with Stripe. Confirm the booking, prevent double-booking a slot, and give the owner a schedule view.
A component showcase page with buttons, inputs, cards, badges and typography in a consistent theme.
→A living style guide you can hand to a team and build from.
Try it yourself
Build a design system showcase page presenting buttons in all states, form inputs, cards, badges, alerts, and a typography scale, all using a single cohesive colour palette with light and dark variants.
Hermes Small biz Creator
Real build
One agent, two specialised group chats
Two Telegram community groups served by one gateway — same personality and memory, but specialised per group.
→Run multiple audience channels from a single agent without them bleeding together.
Try it yourself
Connect to my two Telegram group chats, remember a distinct personality and topic focus for each, and use the same memory backend so context carries across both groups.
Refactor a monolithic React page into composable components
Using Cursor's repo-wide context, a 600-line React page component is broken into eight focused sub-components, props are typed with TypeScript interfaces, and shared state is moved into a context provider — without changing any visible behaviour.
→The page becomes composable and testable; two new features are added the same afternoon by reusing the extracted components.
Try it yourself
Open the file in Cursor, press Cmd+K: "Break this page into composable sub-components. Type every prop with TypeScript interfaces. Extract shared state into a context. Do not change any visible UI behaviour."
Content & marketing52
Base44 Founder Creator
Course starter
Product waitlist & onboarding
A waitlist app that captures signups, ranks them by referrals, and lets you flip people to “invited” with a logged-in onboarding view.
→Builds pre-launch demand and a referral loop without stitching together third-party tools.
Try it yourself
Build a waitlist app where people sign up with their email and get a referral link; signups move up the list when they refer others. Give me an admin view to invite people in batches and an onboarding screen invited users see when they log in.
Base44 Creator AI-native SME
Course starter
Content calendar & approval flow
A content planner where drafts move from idea to scheduled, with a reviewer approving each post before it goes out.
→Keeps a multi-channel content team aligned with one calendar and a clear approval gate.
Try it yourself
Build a content calendar where I add posts with a channel, copy, image, and publish date. Posts move through stages (Idea, Draft, In Review, Approved, Published). Give editors a login to approve drafts and show everything on a monthly calendar view.
Base44 Creator AI-native SME
Course starter
Brand asset library
A searchable library of logos, images, and templates that team members browse, filter by tag, and download.
→Everyone grabs the latest on-brand assets instead of digging through old chat threads.
Try it yourself
Build a brand asset library where I upload logos, images, and templates with tags and a category. Let team members log in, search and filter assets, preview them, and download. Give admins a view of which assets are most downloaded.
Base44 Creator Small biz
Course starter
Influencer campaign tracker
A tracker for influencer collaborations — contact, fee, deliverables, post links, and performance per campaign.
→See which creators actually drive results before renewing a partnership.
Try it yourself
Build an influencer campaign tracker. For each collaboration, record the creator, fee, deliverables, due dates, and live post links with their view and engagement numbers. Show a dashboard of total spend and best-performing creators per campaign.
Lovable Founder Creator
Course starter
Pre-launch waitlist landing page
A conversion-focused landing page that captures emails into a waitlist with a referral position counter.
→Validate demand and build an audience before you’ve written a line of product code.
Try it yourself
Build a sleek pre-launch landing page for my startup with a hero, feature highlights, and an email signup that stores people on a waitlist. Show each signup their position in line and give them a referral link that moves them up when friends join.
Lovable Creator
Course starter
Paywalled newsletter & article archive
A publishing site where free readers see teasers and paying members unlock full articles and the archive.
→Turn your writing into recurring revenue without Substack’s cut.
Try it yourself
Build a newsletter site where I publish articles. Show everyone the headline and first paragraph, but lock the full article behind a Stripe subscription. Let members log in to read everything and browse the full archive, and give me an editor to write and publish new posts.
Lovable Creator
In the gallery
Creator portfolio with built-in CMS
A portfolio site where the owner logs in to add projects and posts through an admin panel.
→Update your own site without touching code or a separate CMS.
Try it yourself
Build a portfolio website with a hero, an about section, and a projects gallery. Add a private admin login where I can create, edit, and delete projects and blog posts, and have the public pages update automatically from what I publish.
A customizable link-in-bio page with click tracking and a private analytics dashboard.
→Own your link page and actually see what your audience clicks.
Try it yourself
Build a link-in-bio app where creators sign up and add a profile with avatar, bio, and a list of links. Give each creator a public page at their username, track clicks on every link, and show them a dashboard of clicks over time per link.
A polished marketing homepage for a software product, with a hero, feature grid, pricing, testimonials and a dark mode toggle.
→A launch-ready page you can publish to Vercel the same afternoon, no designer needed.
Try it yourself
Design a clean SaaS landing page with a bold hero, a three-column feature grid, a pricing table with monthly/yearly toggle, customer testimonials, an FAQ, and a dark mode switch. Modern, lots of whitespace.
A minimalist portfolio with a hero intro, project gallery, about section and contact links.
→A sharp personal site online in minutes that actually looks designed.
Try it yourself
Design a minimalist personal portfolio with a short hero intro, a responsive grid of project cards with hover effects, an about section, and social links in the footer. Elegant typography.
v0 Creator Small biz
Course starter
Newsletter signup flow
A polished email capture flow: a landing hero, signup form with validation, and a success state.
→A high-converting capture page you can point ads or social traffic at.
Try it yourself
Build a newsletter signup landing page with a compelling headline, a single email input with inline validation, a privacy reassurance line, and an animated thank-you success state after submitting.
v0 Creator Founder
In the gallery
Event / conference landing page
A landing page for an event with a countdown, agenda, speaker grid, venue and a register CTA.
→A registration-ready event page you can ship before tickets go live.
Try it yourself
Design a conference landing page with a hero showing date and location, a live countdown timer, a schedule timeline, a grid of speaker cards, a venue map section, and a prominent “Register now” button.
A content site with a featured article, a post grid, categories and a clean reading view.
→An editorial-quality blog front-end without wrestling a theme.
Try it yourself
Create a magazine-style blog homepage with a large featured article, a grid of post cards with cover images and read time, a category nav bar, and a newsletter strip in the footer.
v0 Creator Small biz
Course starter
Creative agency website
A bold agency site with a striking hero, services, a case-study showcase and a contact section.
→A site that signals craft to prospective clients.
Try it yourself
Create a creative agency website with an oversized typographic hero, a services list, a portfolio of case studies with large imagery, a client logo strip, and a contact form. Bold, confident, modern.
v0 Creator
Course starter
Link-in-bio page
A mobile-first profile page with avatar, bio, themed link buttons and social icons.
→A custom link hub that looks better than the off-the-shelf ones.
Try it yourself
Design a mobile-first link-in-bio page with a centred avatar, name and bio, a vertical stack of large tappable link buttons, social icons, and a subtle animated gradient background.
v0 Creator Small biz
Course starter
Social content calendar
A planning tool with a month grid, scheduled post cards by platform, and a compose drawer.
→A visual planner that replaces a messy posting spreadsheet.
Try it yourself
Build a social content calendar with a monthly grid, draggable post cards showing platform icon, caption preview and scheduled time, platform colour coding, and a side drawer to compose a new post.
Hermes Founder Creator
Real build
Research → landing page → deployed
The agent searches for someone, builds a landing page, SSHes into a VPS to upload it, then texts you when it's live.
→A whole micro-launch — build and deploy — handled in one instruction.
Try it yourself
Research [target person or company], build a landing page from what you find, deploy it to my VPS over SSH, and message me on Telegram when it’s live.
Hermes learns your style from past posts and scripts, remembers your preferred phrasing and emojis, and drafts LinkedIn posts or tweets that sound like you.
→On-brand drafts that stay consistent because the agent remembers your voice.
Try it yourself
Read my last 20 posts and learn my voice. When I paste a rough idea, draft three posts in my style and save anything I tweak so you sound more like me next time.
The agent proposed the workflow itself: pull your X lists and bookmarks, structure them, and feed them into NotebookLM to produce a podcast episode.
→Your saved reading turns into a listenable show — a pipeline the agent designed.
Try it yourself
Pull my X bookmarks and list items from the past week, structure them into topics, and generate a NotebookLM-ready source document I can turn into a podcast episode.
Three-times-daily news triage sorted into Discord channels by urgency, auto-linked to your current video projects.
→You always know what’s fresh enough to keep a video relevant.
Try it yourself
Schedule a news triage three times a day, sort stories into my Discord channels by urgency, and automatically link each story to whichever of my current video projects it relates to.
A media artist extended a TouchDesigner skill with reference docs so the agent helps build generative, interactive pieces. Needs the TouchDesigner skill installed first.
→Creative-coding assistance for live visuals and installations.
Try it yourself
Build a generative visual patch that reacts to audio input and explain each node you add.
A starter where the agent proposes next week’s posts from your recent work and what’s trending, then schedules drafts for your review.
→You approve a calendar instead of staring at a blank one.
Try it yourself
Every Friday, look at what I published this week and what’s trending in my niche, propose next week’s 5 posts with hooks, and save drafts for me to approve.
Hermes Small biz Creator
Built-in skill
Generate a client deck
A built-in skill that creates and edits PowerPoint (.pptx) presentations.
Try it yourself
Take these bullet points and build a 10-slide client proposal deck with a clean title slide and a summary at the end.
Built-in songwriting skills that draft lyrics and matching Suno AI music prompts.
Try it yourself
Use the suno skill to write upbeat lyrics and a matching Suno prompt for a 30-second intro jingle for my podcast [podcast name], then save both to a text file.
Listens for a GitHub release event, passes the release body through an AI node to rewrite it in user-friendly language, and appends the result to a public-facing Notion changelog page.
→A polished changelog entry is live within a minute of tagging a release — without a human writing it.
Try it yourself
GitHub trigger (release published) → AI node (rewrite release notes for end users) → Notion node (append block to changelog page).
Make Creator Small biz
In the gallery
Publish once, cross-post to four channels
When a new post is published in a CMS (e.g. Webflow or Notion), the scenario reformats the title and excerpt for each platform and publishes to LinkedIn, Twitter/X, Facebook Page, and a mailing list in one run.
→A single publish action distributes to four channels in under a minute, keeping brand voice consistent.
Try it yourself
Webhook / RSS module (new CMS post) → Router (four branches) → LinkedIn / X / Facebook / Mailchimp modules (format + post per platform).
Zapier Creator Small biz
In the gallery
Typeform signup → MailChimp list + welcome email
Every Typeform entry is added as a subscriber to the matching MailChimp audience segment and immediately triggers the welcome email sequence — no manual import.
→New signups enter the nurture flow within seconds, improving first-impression timing.
Try it yourself
Trigger: Typeform (new entry) → Action: MailChimp (add/update subscriber, set tags) → (MailChimp automation handles welcome sequence).
Dify Creator AI-native SME
Course starter
AI content brief generator from brand guidelines
An agent that takes a keyword or topic, retrieves the brand voice guidelines from a knowledge base, and outputs a structured content brief with angle, audience, key points, and suggested headline options.
→Writers start every piece with a consistent, on-brand brief instead of a blank page, cutting brief-writing time by around 80%.
Antigravity reads every page and component, extracts all hard-coded strings into locale JSON files, wires up next-intl, and adds a language switcher — covering all existing routes without breaking any layout or routing.
→The site is ready for a second language within a day; adding a third locale later only requires a new JSON file.
Try it yourself
In Antigravity: "Add next-intl i18n to this Next.js 14 app. Extract all user-visible strings into messages/en.json. Add a /[locale] route prefix. Add a language-switcher component to the header."
OpenClaw Creator Founder
Course starter
Weekly content calendar from trend research
Every Friday OpenClaw browses trending topics in your niche, cross-references what you published recently, proposes five post ideas with hooks and channel fit, and drops the plan into your Telegram as a formatted list ready to approve or edit.
→You start Monday with a full week planned instead of staring at a blank content calendar.
Try it yourself
In Telegram: "Every Friday at 4pm, research trending topics in [your niche], check what I posted this week, and propose 5 post ideas with a short hook each. Remember the ones I pick."
OpenClaw Creator
In the gallery
On-brand post drafts in your saved voice
You share a rough idea or bullet points in Telegram; OpenClaw retrieves your saved style notes from memory, drafts three post variants in your voice, and returns them for a quick pick-or-edit reply.
→First drafts that already sound like you arrive in under a minute — no blank page, no brand-drift from a generic prompt.
Try it yourself
Send your bot a rough idea. It will pull your voice profile from memory and reply with three variants. Reply with the number you want to keep, and it saves the choice to refine future drafts.
Jan Small biz Creator
Course starter
Offline product description writer for a small shop
A shop owner with limited budget uses Jan to draft product listings from bullet-point specs — no subscription, no per-request charge — generating SEO-friendly descriptions for a new product line in one sitting on their home computer.
→A full batch of product descriptions is written at zero ongoing cost, with no dependency on cloud AI pricing or availability.
Try it yourself
Open Jan, download a small fast model (e.g. Phi-3 Mini), prompt: "Write a 100-word product description for an e-commerce listing. Tone: friendly and clear. Specs: [paste your bullet points]."
Gemini Creator Small biz
Course starter
Use Gemini to draft, then rewrite in your own voice
Ask Gemini to produce a structural outline or a rough first draft for a post or article, but then rewrite every sentence yourself before publishing. Treat the AI output as a research assistant's notes, not a finished product.
→Your published content reflects your authentic voice and original judgement, and you avoid the reputational and platform risk of publishing AI prose that readers or algorithms flag as generic.
Try it yourself
Prompt: "Give me a bullet-point outline for a post on [topic], including 3 angle options." Then write the post from scratch using only the outline — do not copy any generated sentences.
CrewAI Founder Creator
In the gallery
Content-production crew
A CrewAI crew where a "strategist" picks an angle, a "writer" drafts, and an "editor" tightens it — turning one topic into a finished post through agent hand-offs.
→A repeatable pipeline that drafts on-brand content from a single prompt.
Try it yourself
Scaffold a crew with strategist/writer/editor roles → give the writer a web-search tool → run it on a topic.
Marketplaces & directories3
Base44 Founder Creator AI-native SME
In the gallery
Member directory & community hub
A logged-in directory where community members create profiles, browse and search each other, and connect.
→Turns a list of members into a living, searchable network they keep coming back to.
Try it yourself
Build a member directory where people sign up, create a profile with their skills, location, and interests, and browse and search other members. Let admins approve new members and feature spotlights, and let members message or request to connect.
A searchable directory of listings with categories, filters, detail pages, and paid featured placements.
→Build a monetizable directory in an afternoon and charge businesses to be featured.
Try it yourself
Build a directory of local coffee shops with search, category filters, and a detail page for each listing showing photos, hours, and a map. Let business owners submit and claim their listing, and let them pay through Stripe for a featured spot at the top of results.
A job board where companies pay to post listings and candidates browse and apply.
→Launch a focused job board that earns from day one via paid postings.
Try it yourself
Build a niche job board where employers pay through Stripe to post a job listing. Show jobs with filters by location and type, let candidates apply with a form and resume upload, and give employers a dashboard of applicants for their listings.
Watches your field, picks the real signals, writes a brief, suggests angles, and delivers via Discord, Slack, Notion, email, Obsidian or markdown.
→One self-improving morning brief instead of ten tabs you never get to.
Try it yourself
Each morning, scan my field's top sources, pick the 5 developments that matter, write a short sourced brief, and post it to my Slack. Learn which items I react to.
Reads Hacker News daily and emails a curated summary of what's worth your attention.
→The signal from a noisy feed, on a schedule, without the doomscroll.
Try it yourself
Every morning at 7am, read Hacker News, filter for science and engineering stories relevant to [your field], and email me a curated brief with your picks and one-line summaries.
A built-in skill that monitors blogs and RSS/Atom feeds and flags what is new and relevant.
Try it yourself
Use the blogwatcher skill to monitor my five favourite ML blogs and Nature RSS feeds, then message me on Telegram whenever a post matches my research keywords.
Write and explain regex patterns for a data ingestion pipeline
In VS Code, Copilot Chat explains the existing (broken) regex, proposes a corrected pattern for the messy log format, generates a battery of test strings covering edge cases, and adds an inline comment explaining the pattern in plain English.
→A regex bug that stalled the ingestion pipeline for two days is identified and fixed in 30 minutes with a clear explanation the whole team can follow.
Try it yourself
Select the broken regex in VS Code, open Copilot Chat (Ctrl+Shift+I): "This regex is not matching dates in the format DD/MM/YYYY HH:MM:SS. Fix it and explain each group. Add 10 test strings covering edge cases."
OpenClaw Founder Creator
Course starter
On-demand topic research with cited summary
You send a question or topic to your Telegram bot; OpenClaw browses several sources, extracts relevant passages, synthesises a structured summary with inline citations, and returns the result in the same chat thread.
→Deep-enough research on an unfamiliar topic arrives in minutes — sourced, readable, and ready to share or act on.
Try it yourself
Message your OpenClaw bot on Telegram: "Research [topic]. Browse at least 5 sources, write a 300-word summary with citations, and flag any conflicting findings."
Commerce & payments5
Lovable Creator
In the gallery
Mini online course platform
A course site where students buy access, watch lessons in order, and track completion.
→Sell your knowledge as a polished course without a bulky LMS.
Try it yourself
Build an online course platform where students pay once with Stripe to unlock a course made of video lessons grouped into modules. Track which lessons each student has completed, show a progress bar, and give me an admin area to add modules and lessons.
A members-only community with subscription access, posts, comments, and member profiles.
→Run a recurring-revenue community you fully own.
Try it yourself
Build a paid membership community where people subscribe with Stripe to get access. Members can post, comment, and have a profile. Lock all content behind the paywall, show a member directory, and give me moderation tools to remove posts.
A storefront selling digital files where buyers pay and get a secure download link.
→Sell templates, presets, or ebooks with delivery handled automatically.
Try it yourself
Build a digital products store where I list downloadable files with a price and cover image. Let customers buy with Stripe and immediately get a secure download, store their purchase history so they can re-download, and give me a sales dashboard.
A storefront product detail page with image gallery, variant picker, price, reviews and an add-to-cart bar.
→A conversion-focused product page you can adapt for any shop.
Try it yourself
Build an e-commerce product page with a thumbnail image gallery, a size and colour selector, price with a sale badge, star ratings and reviews, an add-to-cart button, and a sticky buy bar on mobile.
A campaign page with a hero video area, funding progress bar, reward tiers and backer count.
→A persuasive campaign front-end ready to drive pledges.
Try it yourself
Design a crowdfunding campaign page with a hero media area, a funding progress bar with amount raised and goal, days-left and backer counts, a list of reward tier cards with a “back this” button each, and an updates section.
Forms, surveys & feedback7
Base44 Founder Creator
In the gallery
Customer feedback & feature board
A public board where users post feature requests, upvote others’ ideas, and follow status changes from your team.
→Surfaces what users actually want and shows them you’re shipping it.
Try it yourself
Build a feedback board where users log in, post feature requests, and upvote others. Let my team set a status on each (Planned, In Progress, Shipped) and sort the list by most upvotes. Show a public roadmap view grouped by status.
An event app where attendees register, get a ticket, and organizers check them in at the door from an admin view.
→Handles signups and day-of check-in in one place, with live attendance counts.
Try it yourself
Build an event registration app. Attendees sign up with name and email and receive a confirmation with a ticket code. Give organizers a check-in screen to mark arrivals and a dashboard showing registered vs checked-in counts in real time.
A tool to build a survey, collect responses from a public link, and analyze results on a live charts dashboard.
→Own your survey data end to end with custom analysis instead of a locked-in form tool.
Try it yourself
Build a survey app where I create questions (multiple choice, rating, text) and share a public link. Collect responses into a database and show a live dashboard with charts per question and a filterable table of raw responses I can export.
Lovable Creator Small biz
In the gallery
Event registration with ticketing
An event page where attendees register, pay for tickets via Stripe, and receive a confirmation.
→Sell tickets directly and own your attendee list instead of renting it from a platform.
Try it yourself
Build an event registration site with an event detail page, multiple ticket types at different prices, and Stripe checkout. Save each registration, email a confirmation with the ticket, and give me an organizer dashboard showing who registered and total revenue.
A tool to build branded surveys, share a public link, and view responses in real-time charts.
→Collect feedback on your own domain instead of a generic form service.
Try it yourself
Build a survey tool where I create surveys with multiple question types, share a public link, and collect responses without requiring respondents to sign in. Show me a results dashboard with charts per question and let me export raw responses.
Make Founder AI-native SME Creator
Course starter
Survey response to Airtable + Slack alert
Each Typeform submission is mapped to structured fields and written to an Airtable base, then a formatted Slack message notifies the team with the respondent's key answers.
→Feedback lands in a searchable database and the right people see it immediately, with no manual forwarding.
Cursor reads the existing survey data schema and a static results page, then adds Recharts bar and Likert-scale charts that pull live data from the API — matching the existing Tailwind design system and responsive layout.
→Survey results are visual and interactive instead of a wall of numbers; stakeholders explore the data directly without needing an export.
Try it yourself
In Cursor chat: "Add Recharts bar charts and a Likert-scale heatmap to pages/results.tsx. Pull data from the existing /api/survey-results endpoint. Match the Tailwind classes already used on the page."
Knowledge & docs8
v0 Creator AI-native SME
In the gallery
Online course platform UI
A learning UI with a course catalog, a lesson player layout with a sidebar curriculum and progress.
→A credible e-learning front-end for a course creator.
Try it yourself
Build an online course platform with a catalog grid of course cards, and a lesson view that has a video player area, a collapsible curriculum sidebar with completion checkmarks, lesson notes, and a progress bar.
A personal knowledge base on a small VPS that the agent — not you — maintains, with a chat-bot interface and a static site.
→Your notes compound over time instead of rotting, because something actively tends them.
Try it yourself
Set up a self-maintaining research wiki on my VPS — watch my notes folder, update wiki pages when I add or edit files, and expose a chat interface so I can query it on Telegram.
Structured markdown notes in a synced Obsidian vault act as durable memory that survives context resets (a widely-upvoted community pattern).
→The agent’s knowledge lives in files you own and can read, not a black box.
Try it yourself
Use my Obsidian vault at [path] as your long-term memory — read existing notes at session start, write a structured summary note after each conversation, and sync it so my vault stays current.
Auto-sync README examples with actual function signatures
After a breaking API change, aider reads both the updated source files and the README, identifies every code block that references the old signatures, and rewrites them to match the new API — then commits the documentation fix alongside the source change.
→Documentation drift is fixed in minutes; the next person to follow the README gets working code, not a confusing deprecation error.
Try it yourself
Run `aider src/api.py README.md`: "The function signatures in src/api.py changed in the last commit. Update every code example in README.md to match the new signatures."
Jan Creator Scientist
Course starter
Personal knowledge base summariser
A writer or researcher pastes their accumulated notes — drafts, excerpts, references — into Jan's chat and asks it to identify recurring themes, suggest a structure, or extract quotable sentences, with everything processed entirely on their own machine.
→A private thinking partner that handles years of personal notes without any of that content going to an external server or training dataset.
Try it yourself
Open Jan, select a mid-size model, paste your notes and ask: "What are the three strongest recurring themes here? List supporting quotes from the text for each."
Claude Scientist Creator
In the gallery
Have Claude critique its own draft before you accept it
After Claude produces a draft section, send a follow-up: "List every factual claim in the above draft that you are less than fully confident about, and flag where a reader should verify against a primary source."
→You catch hallucinated statistics and unsupported assertions before they enter your manuscript, instead of relying on Claude's confident tone as a proxy for accuracy.
Try it yourself
Treat the critique list as a mandatory checklist — do not finalise the section until each flagged claim is verified in a primary source you can cite.
ChatGPT Scientist Creator AI-native SME
Course starter
Instruct ChatGPT to signal uncertainty rather than guess
Open every research-focused session with a system-level instruction: "If you are uncertain about any fact, say 'I'm not sure' and tell me what you are basing the answer on. Never produce a confident-sounding answer when your confidence is low."
→The model's confident tone — its most dangerous trait for factual work — is partially counteracted, and you are more likely to receive explicit uncertainty signals you can act on.
Try it yourself
Paste this instruction as the first message in every new conversation used for literature or factual research tasks.
Trackers3
Base44 Creator Small biz
Course starter
Coaching client & progress tracker
A coaching app where clients log progress and check-ins and the coach reviews trends and leaves feedback per client.
→Keeps clients accountable between sessions and shows them their own progress over time.
Try it yourself
Build a coaching app where my clients log in to record weekly check-ins and progress metrics. Let me, the coach, review each client’s trend, leave feedback, and assign action items. Show me a dashboard of all clients and who hasn’t checked in.
Lovable Creator Founder
In the gallery
Habit tracker with streaks
A personal habit tracker where users log daily habits, build streaks, and view progress charts.
→Ship a clean consumer app to test an idea fast.
Try it yourself
Build a habit tracker where users sign up, create habits, and check them off each day. Track streaks, show a calendar heatmap of completions, and add an optional paid tier that unlocks unlimited habits and detailed stats.
A personal tracking dashboard with streaks, progress rings, weekly charts and a goals list.
→A motivating progress UI for a coaching product or personal app.
Try it yourself
Design a habit and fitness dashboard with circular progress rings for daily goals, a current-streak counter, a weekly activity bar chart, and a checklist of today’s habits with satisfying check animations.