Fewer subscriptions.
More vibe coding.
Open-source tools & agent skills to build the things you’re paying for.
+---------+ / /| +---------+ | | build | + | your |/ | own. | +---------+
FFmpeg
ProjectCut, resize, compress, convert, and add timed zooms to videos with code.
☆ 64.8K repository starsAdded 2026-10-07
FFmpeg
ProjectCut, resize, compress, convert, and add timed zooms to videos with code.
☆ 64.8K repository starsAdded 2026-10-07What you can build
One recording, several formats
Build a preset picker that exports a source video at the dimensions your channels need.
A local media inbox
Watch a folder, compress new recordings, and generate a thumbnail beside each result.
Timed zooms for a demo
Choose the part of the screen to enlarge and its start and end times, then render the zoom with FFmpeg filters.
Try this prompt
Build a local video batch tool using FFmpeg. Let me choose an input folder and export preset, preview the operations, and process files one at a time. Preserve originals, show progress and failures, and save exports separately. Support MP4 conversion, resized exports, and a timed zoom where I choose the target area and start/end times. Use the documented zoompan or crop/scale filters and preserve audio synchronization. Do not assume automatic cursor tracking. Detect available codecs and include setup instructions for my operating system.
LGPL-2.1-or-later; optional components use GPLNo software fee. Rendering uses your computer or a paid server.
Setup & details ⌄
Get started
Get FFmpeg
Use the official download page to choose a package or linked build for your operating system. Make sure ffmpeg is available in your terminal.
ffmpeg -versionConvert one file
Place an input.avi file in your working folder and convert it to an MP4. Use a fresh output filename.
ffmpeg -i input.avi output.mp4Save the recipe
Ask your coding agent to wrap a working command in a small script with an input picker, progress output, and a separate export folder.
About FFmpeg
FFmpeg edits video and audio using commands. You can cut a recording into clips, resize it for different platforms, compress large files, convert formats, add subtitles, and create zoom or pan effects. Save those commands in a script and apply the same edits to a whole folder of videos.
- You supply the editing rules and zoom timing; automatic cursor tracking and choosing highlights require extra code.
- Long videos and complex filters can require substantial CPU or GPU time.
- License obligations depend on the build and codecs. Check the official licensing page before distributing FFmpeg inside a product.
What it replaces
Cutting clips, resizing videos, and adding prepared subtitles
Compressing videos and applying subtitle files
Converting video and audio files between formats
Resizing one video for several social media formats
Scripted cuts, overlays, and timed zooms in existing footage
These are specific jobs, not every feature of each product.
Remotion
Agent skillCreate videos, animations, and motion graphics with React code.
☆ 4.9K repository starsAdded 2026-10-07
Remotion
Agent skillCreate videos, animations, and motion graphics with React code.
☆ 4.9K repository starsAdded 2026-10-07What you can build
Batch product videos
Feed names, screenshots, and prices into one reusable composition.
Animated reports
Turn a weekly dataset into the same polished chart sequence.
Caption templates
Apply consistent timed captions and branding to your own clips.
Try this prompt
Use the Remotion skills to build a reusable 15-second product video from a JSON file containing a title, three screenshots, and a call to action. Use only my supplied assets. Make the dimensions configurable, show me the preview, and add a documented MP4 render command.
Remotion License / see notesSkills have no download fee. Your agent and rendering compute may cost money. Remotion is free for eligible individuals and small organizations; larger companies need a license.Source available
Setup & details ⌄
Get started
Install the skills
Run inside your project and choose your coding agent.
npx skills add remotion-dev/skillsCreate a video project
Use the official starter, then ask the agent to use remotion-best-practices.
bun create videoPreview and export
Review the Studio preview. Ask the agent to render an MP4 when ready.
npx remotion studio
About Remotion
Create product videos, animated charts, captions, and social clips from code. Remotion's official skills help your AI agent build the video, preview it, and export the result. For example, give the agent a product name, screenshots, and a short script, then ask for a 15-second promotional video. Once the template works, change the inputs to make another version. This is especially useful for videos you produce repeatedly: weekly reports, product launches, or clips in several languages. You keep the project and can edit it with your agent. Remotion's license determines whether the runtime is free for your organization; agent usage and rendering can also cost money.
- The standalone skills repository does not publish a separate license grant; the linked license belongs to the upstream Remotion project.
- Remotion is source-available, with free-use eligibility limits. Internal use does not automatically exempt larger companies.
- You supply media, an AI agent, and rendering resources. This does not capture your screen or replace every video-editor feature.
What it replaces
Repeatable captioned clips and template-based edits
Animated social graphics from reusable templates
Programmatic video variations and caption layouts
Assembling repeatable videos with captions and animated titles
Making batches of branded social clips from a template
These are specific jobs, not every feature of each product.
Supabase
ProjectStore app data, handle logins, and accept file uploads on your own server.
☆ 111.2K repository starsAdded 2026-10-07
Supabase
ProjectStore app data, handle logins, and accept file uploads on your own server.
☆ 111.2K repository starsAdded 2026-10-07What you can build
A customer portal
Store customer records and uploaded documents behind login and row-level access rules.
A shared operations app
Build an inventory or booking interface backed by Postgres instead of a collection of disconnected sheets.
An automation database
Keep job results, approvals, and status updates in a database your scripts can reach through an API.
Try this prompt
Build a small inventory app using my self-hosted Supabase instance. Create SQL migrations for items, locations, and stock movements, plus a simple authenticated interface. Add row-level security so users only see their organization's records. Use the public client key in the browser and keep privileged credentials server-side. Include a test with two organizations proving they cannot read or modify each other's data, and document backups and environment variables.
Apache-2.0 repository; components have their own licensesSelf-hosted software is free. Budget for a server, backups, storage, and email delivery.
Setup & details ⌄
Get started
Get the self-hosted stack
Install Docker and follow the official Docker guide's manual installation steps to copy a tagged self-hosted release into a new project folder.
Configure the instance
Follow the guide to generate secrets and signing keys, set your app and API URLs, and configure email. Replace all example passwords before startup.
Start and connect
From the configured project folder, start the stack. Open Studio, create a table, enable row-level security, and connect your app with the appropriate client key.
sh run.sh start
About Supabase
Supabase gives your app a Postgres database, user accounts, file uploads, and APIs for reading and changing data. The self-hosted version runs on your own server. You can use it to build a customer portal, inventory tracker, or booking app without writing the login and database services yourself.
- You are responsible for security patches, backups, monitoring, and recovery.
- Self-hosted services do not provide the full managed Cloud platform or its support guarantees.
- Email delivery and SMS authentication need separately configured providers and may add costs.
What it replaces
Storing app data, handling sign-in, and accepting file uploads
Building database-backed APIs for a custom app
Running the core database, auth, and storage services yourself
Providing database storage and user accounts for an app
Hosting Postgres, authentication, and uploaded files
These are specific jobs, not every feature of each product.
Agent Browser
Agent skillFill forms, extract web data, and take screenshots with your AI agent.
☆ 43.6K repository starsAdded 2026-10-07
Agent Browser
Agent skillFill forms, extract web data, and take screenshots with your AI agent.
☆ 43.6K repository starsAdded 2026-10-07What you can build
Collect page data
Extract a structured table from pages you are authorized to access.
Check an admin flow
Exercise a search, filter, or export workflow with screenshots.
Automate repeat visits
Build a repeatable local routine around a browser-only task.
Try this prompt
Use agent-browser to visit the public URLs in pages.csv and collect each page title, visible product name, and listed price into a new CSV. Record the source URL, flag missing values, and stop at any login or access restriction. Keep the script so I can rerun it.
Apache-2.0No skill or local browser license fee. Agent/model usage and any cloud browser, proxy, or hosting service cost extra.
Setup & details ⌄
Get started
Install the browser CLI
Install the CLI and its browser runtime.
npm install -g agent-browser && agent-browser installInstall the skill
Choose your coding agent in the installer.
npx skills add vercel-labs/agent-browserLoad current instructions
The skill asks the agent to read this before using the browser.
agent-browser skills get core --full
About Agent Browser
Give your AI agent a browser so it can click buttons, fill forms, collect information, and take screenshots. The Agent Browser skill shows it how to use Vercel's browser automation tool on your computer. You could ask it to collect product names and prices from a list of pages, download reports from your own dashboard, or check that a signup form works. The same instructions can become a small tool you run again next week. You provide the agent and the computer running the browser. For larger jobs, you also need to handle scheduling, login sessions, failures, and any websites that restrict automated access.
- Local execution needs a running computer; scheduling, retries, and monitoring are your responsibility.
- Logins, changing page layouts, and site restrictions can interrupt automation.
- It provides browser control, not a hosted crawler network or guaranteed extraction accuracy.
What it replaces
Local browser execution for small agent workflows
Custom page extraction and repetitive browser actions
Browser chores implemented in your own workflow
Repeating form filling and browser data collection locally
Running browser actions and screenshots on your own machine
These are specific jobs, not every feature of each product.
Screenity
ProjectRecord your screen and voice, draw annotations, and export the video for free.
☆ 18.8K repository starsAdded 2026-10-07
Screenity
ProjectRecord your screen and voice, draw annotations, and export the video for free.
☆ 18.8K repository starsAdded 2026-10-07What you can build
Better bug reports
Capture a browser issue with narration and visual annotations, then attach the export to a ticket.
A private demo library
Build a small uploader that stores exported recordings by project and gives teammates a playback page.
Recordings with transcripts
Pass exported audio or video to a separate transcription tool and save a searchable text version beside it.
Try this prompt
Build a local library for videos I export from Screenity. Let me import a recording, add a title and project tag, and browse recordings with video playback. Keep originals untouched and store metadata in SQLite. Add an optional FFmpeg thumbnail job. Do not assume Screenity has an automation API or upload anything automatically. Document how to import files from its export screen.
GPL-3.0The open-source extension is free. Your own sharing or storage service may cost money.
Setup & details ⌄
Get started
Get the local extension
Download Build.zip from the repository's releases page and unzip it.
Load it in Chrome
Open chrome://extensions, enable Developer mode, and choose Load unpacked. Select the extracted build folder.
Record and export
Record a short walkthrough, review it in the editor, and export a video. Start your custom workflow from that file.
About Screenity
Screenity records your screen, camera, and microphone from Chrome. You can draw arrows or notes while explaining something, trim the recording, and export a video file. Use it for product demos, tutorials, and bug reports. The open-source extension can run locally without a recording subscription.
- The extension depends on Chrome's capture permissions and browser capabilities.
- Self-hosted builds are local-only. Hosted link sharing and Screenity Pro features are separate.
- It is not a complete replacement for Screen Studio's automatic presentation effects or a full video editor.
What it replaces
Recording and exporting narrated screen walkthroughs
Screen capture, annotations, and basic trimming
Recording browser tutorials with visual annotations
Capturing screen recordings to explain bugs or give feedback
Recording screen-and-camera demos for later editing
These are specific jobs, not every feature of each product.
Frontend Design
Agent skillDesign and build landing pages, dashboards, and web interfaces.
☆ 180K repository starsAdded 2026-10-07
Frontend Design
Agent skillDesign and build landing pages, dashboards, and web interfaces.
☆ 180K repository starsAdded 2026-10-07What you can build
Launch pages
Build a responsive landing page around your real copy and assets.
Internal dashboards
Give an existing admin tool a coherent layout and useful hierarchy.
Custom interfaces
Add a small, branded UI to a library or command-line workflow.
Try this prompt
Use frontend-design to build a one-page site for my internal invoice tool in the existing project. Use my supplied copy and logo. Show outstanding invoices first, make the main action obvious, and keep the layout usable on a phone and with a keyboard. Implement and review the result.
Apache-2.0Free skill. Your coding agent, model usage, domain, and hosting may have separate costs.
Setup & details ⌄
Get started
Install the skill
Choose the agent you use for the project.
npx skills add anthropics/skills --skill frontend-designProvide a real brief
Share the audience, page goal, copy, assets, and framework. Ask for frontend-design explicitly.
Build and review
Have the agent implement the page, then inspect mobile layout, focus states, and the main interaction.
About Frontend Design
Build a landing page, dashboard, or small website by describing what you need to your coding agent. Anthropic's Frontend Design skill guides the agent through choosing a layout, fonts, colors, and useful interactions, then writing the page in your project. You can supply your own copy, screenshots, and brand assets so the result fits the product. For example, ask for a simple site to launch an internal tool, or a clearer screen for managing invoices. You keep the code and can host it yourself. The skill helps with the design and implementation work; forms, payments, content management, and hosting still need to be set up separately.
- The skill is guidance, not a drag-and-drop editor, CMS, or hosting platform.
- Generated designs and code still need review; accessibility and responsive behavior are not guaranteed.
- Stock assets, fonts, third-party packages, and hosting have their own terms.
What it replaces
Building a simple marketing page in your own code
Custom responsive page layouts without a hosted visual editor
UI generation inside your existing coding-agent workflow
Building a simple product or campaign landing page
Creating a small business site or announcement page
These are specific jobs, not every feature of each product.
whisper.cpp
ProjectTranscribe recorded audio into text and subtitles on your own computer.
☆ 54.2K repository starsAdded 2026-10-07
whisper.cpp
ProjectTranscribe recorded audio into text and subtitles on your own computer.
☆ 54.2K repository starsAdded 2026-10-07What you can build
An interview inbox
Drop recordings into a folder and create a transcript for each, ready for human correction.
Subtitle drafts
Create timed subtitle output, review it, and pass the corrected file to a video export pipeline.
Searchable recordings
Index transcripts with timestamps so a teammate can find a discussion and jump back to the source.
Try this prompt
Build a local batch transcription app around whisper.cpp. Accept audio files, convert copies to the supported WAV format with FFmpeg when necessary, and save text plus subtitle output beside a source reference. Keep processing on this machine. Provide model and language selection, a queue, progress, and retry controls. Never overwrite recordings. Add a review screen because model transcripts can contain mistakes, and document the required compiler, CMake, and model setup.
MITNo per-minute software fee. You provide the computer, model storage, and processing time.
Setup & details ⌄
Get started
Get the source
Install Git, CMake, and a C/C++ compiler, then clone the project and enter its directory.
git clone https://github.com/ggml-org/whisper.cpp.git cd whisper.cppDownload a model and build
This small English model is a useful first test. Use a multilingual model for other languages.
sh ./models/download-ggml-model.sh base.en cmake -B build cmake --build build -j --config ReleaseTranscribe the sample
Run the included sample, then check the CLI help before processing your own audio. Start with a short WAV file and check which input formats your build supports.
./build/bin/whisper-cli -m models/ggml-base.en.bin -f samples/jfk.wav
About whisper.cpp
whisper.cpp turns recorded speech into text using a Whisper model running on your computer. Give it an interview, voice note, or video soundtrack and it produces a transcript. It can also export timed subtitle files. You download the model once and provide the processing power instead of buying transcription minutes.
- Transcripts need review, especially for names, accents, noisy audio, and silence.
- Larger models need more memory and can run slowly without suitable acceleration.
- Meeting bots, reliable speaker identification, and summaries are separate features to build or add.
What it replaces
Transcribing audio files you have already recorded
Generating transcript and subtitle drafts from recordings
Batch speech-to-text for an audio archive
Producing editable text from recorded interviews
Creating automatic transcripts and subtitle drafts
These are specific jobs, not every feature of each product.
Webapp Testing
Agent skillTest forms, buttons, and checkout flows in a real browser.
☆ 180K repository starsAdded 2026-10-07
Webapp Testing
Agent skillTest forms, buttons, and checkout flows in a real browser.
☆ 180K repository starsAdded 2026-10-07What you can build
Form regression checks
Verify validation, successful submission, and useful error states.
UI bug reproduction
Capture a failing flow with browser logs and a screenshot.
Release smoke tests
Rerun a few critical user journeys before publishing changes.
Try this prompt
Use webapp-testing to test the signup form in this local project. Start the dev server, inspect the rendered page, verify empty-field and invalid-email errors, and complete signup with the test account. Save a reusable Python Playwright script and capture evidence of any failure.
Apache-2.0Free skill and local Playwright execution. Agent/model usage and CI machines may cost money.
Setup & details ⌄
Get started
Install the skill
Add the upstream testing instructions to your coding agent.
npx skills add anthropics/skills --skill webapp-testingPrepare Playwright
Use a Python environment, install Playwright, then download Chromium.
python -m pip install playwright && python -m playwright install chromiumTest one flow
Give the agent your dev-server command and a specific journey; ask it to use the bundled server helper and keep the test.
About Webapp Testing
Ask your agent to open your web app and check that important actions work. Anthropic's Webapp Testing skill uses Playwright to click through pages, fill forms, take screenshots, and capture browser errors. You could test a signup form with missing fields, confirm that search returns the right results, or check a checkout using test payment details. The agent can save a script so you can repeat the checks after changing the app. This gives a small project a practical way to catch broken user flows before release. You run the tests on your own computer or CI service and maintain them as the interface changes.
- It runs the browsers and environment you provide, without a hosted device farm.
- Tests still need stable fixtures, sensible assertions, and maintenance when the UI changes.
- Agent-generated coverage is limited to the flows you request and verify.
What it replaces
Authoring focused browser regression checks
Creating and maintaining small scripted UI tests
Local desktop-browser checks for a limited test scope
Generating and running a small set of browser journey tests
Checking critical user flows before a release
These are specific jobs, not every feature of each product.
Ollama
ProjectRun AI models on your computer to summarize documents and draft text.
☆ 182.4K repository starsAdded 2026-10-07
Ollama
ProjectRun AI models on your computer to summarize documents and draft text.
☆ 182.4K repository starsAdded 2026-10-07What you can build
A local writing assistant
Turn rough notes into draft replies, with your own templates and a human review step.
Document summaries
Build a text import screen that splits long documents and produces section summaries on your machine.
A tagging queue
Suggest categories for incoming notes and let a person accept or correct each result.
Try this prompt
Build a local notes-to-summary app using Ollama's local API at http://localhost:11434. Let me choose an installed model, paste text, and get a draft summary with the original text alongside it. Split long inputs according to a configurable limit and make failures retryable. Keep every request local, never silently switch to a cloud model, and do not claim the output is factual without review. Include setup, model-license checks, and a small quality evaluation using example notes.
MIT runtime; model licenses varyLocal inference has no Ollama per-token fee. Hardware and electricity cost money; cloud models are separate.
Setup & details ⌄
Get started
Install the local app
Download Ollama for your operating system from the official site and start it. Choose a local model rather than a cloud model.
Try a suitable model
Choose a model from the official library that fits your available memory. Read its model card and license, then run a short task in the app.
Connect your tool
Use the documented local API at http://localhost:11434. Keep the chosen model name in configuration and check the server is available before submitting jobs.
About Ollama
Ollama downloads and runs language models on your computer. Your own app can send text to a local model and receive a summary, draft reply, or suggested category. Use it to add basic AI features to internal tools without paying a hosted provider for every request.
- The MIT license covers Ollama, not every model you download. Check the selected model's terms.
- Model quality and speed depend on hardware and model size; local models may struggle with complex tasks.
- Local processing applies only when you select local models. Cloud features send requests off the machine.
What it replaces
Generating simple marketing drafts from supplied notes
Summarizing text you provide to your own app
Local text chat and simple drafting with a chosen model
Drafting short outreach messages or product copy
Drafting FAQ sections and rewriting supplied page text
These are specific jobs, not every feature of each product.
Canvas Design
Agent skillCreate posters, social graphics, and report covers as PNGs or PDFs.
☆ 180K repository starsAdded 2026-10-07
Canvas Design
Agent skillCreate posters, social graphics, and report covers as PNGs or PDFs.
☆ 180K repository starsAdded 2026-10-07What you can build
Event posters
Create a fresh layout from an event title, venue, and date.
Report covers
Produce a consistent cover design for recurring PDF reports.
Social announcements
Export correctly sized graphics using your existing brand assets.
Try this prompt
Use canvas-design to create a 1080 by 1350 event poster using my supplied logo, exact event details, and two brand colors. Keep the text readable at phone size. Export a PNG, inspect it for clipping, and preserve a script that lets me update the date next month.
Apache-2.0Free skill. Agent/model usage and any external images or fonts may cost money.
Setup & details ⌄
Get started
Install the skill
Select the coding agent that can create and inspect local files.
npx skills add anthropics/skills --skill canvas-designDefine the output
Supply dimensions, exact text, brand colors, and images you can use.
Export and inspect
Ask for a PNG or PDF plus reusable source, then check the final render for clipped text and margins.
About Canvas Design
Create a poster, announcement graphic, or report cover from a written brief. Anthropic's Canvas Design skill helps your agent arrange text, shapes, colors, and your own images into a finished PNG or PDF. Give it the dimensions, exact wording, and brand assets, then ask for a design you can export. It works well for a focused job such as an event poster or a cover you update every month. Ask the agent to keep the source code so later changes are easy to repeat. You still need to review the final image for readable text, correct details, and spacing before publishing or sending it to print.
- This produces files through an agent, not an interactive collaborative design editor.
- The skill does not include a stock-image library; supplied assets and fonts retain their own licenses.
- Check print dimensions, color requirements, and text legibility yourself before production.
What it replaces
Custom static posters and social graphic exports
Branded image layouts from your supplied assets
Designed covers and single-page visual handouts
Making branded posters and social media graphics
Designing report covers and simple visual handouts
These are specific jobs, not every feature of each product.
Meilisearch
ProjectAdd a search box that handles typos and filters products, pages, or documents.
☆ 59.5K repository starsAdded 2026-10-07
Meilisearch
ProjectAdd a search box that handles typos and filters products, pages, or documents.
☆ 59.5K repository starsAdded 2026-10-07What you can build
Search a product catalog
Index names, descriptions, and categories, then add fast filters to your storefront or internal catalog.
Find internal knowledge
Extract text from your own documents and build a search interface with links back to each source.
A searchable directory
Give visitors a forgiving search box that recognizes misspellings and your chosen synonyms.
Try this prompt
Build a product search interface backed by self-hosted Meilisearch Community Edition. Import a sample JSON catalog with id, name, description, category, and price. Configure searchable, filterable, and sortable attributes, wait for indexing tasks to finish, and show useful empty and error states. Keep the master key server-side and use a limited search key in the browser. Include a repeatable sync job and a test that deleted source records disappear from search.
MIT Community Edition; Enterprise code uses BUSL-1.1Community Edition has no software fee. You pay for hosting, storage, and any external AI services.
Setup & details ⌄
Get started
Install Community Edition
Use the official self-hosting guide to get the Community Edition binary for your operating system. Pin a stable release when deploying.
Configure and start
Set a strong master key and persistent data location, then start the engine using the self-hosting guide. Keep administrative credentials out of browser code.
Index a small dataset
Import a JSON document list through the API. Wait for indexing to finish, test a few searches, and connect a search-only key to your interface.
About Meilisearch
Meilisearch adds fast search to a website or app. Give it product records, article text, or document descriptions, and it returns matching results as someone types. It handles misspellings and lets you add filters such as category, price, or date. The open-source Community Edition can run on your own server.
- You must build and maintain synchronization from your source database to the search index.
- Enterprise capabilities such as sharding are outside the MIT Community Edition scope.
- Self-hosting requires capacity planning, backups, access controls, and upgrades.
What it replaces
Search-as-you-type for a website or product catalog
Product search with category filters and sorting
Full-text search over app records or documents
Searching website pages you have indexed
A site search box with ranked results and filters
These are specific jobs, not every feature of each product.
Slack GIF Creator
Agent skillCreate animated GIFs, reaction emojis, and short branded loops.
☆ 180K repository starsAdded 2026-10-07
Slack GIF Creator
Agent skillCreate animated GIFs, reaction emojis, and short branded loops.
☆ 180K repository starsAdded 2026-10-07What you can build
Team reactions
Animate an original mascot or icon as a compact Slack emoji.
Product loops
Show a tiny interface change in a looping graphic.
Branded variants
Regenerate the same animation in a set of approved colors.
Try this prompt
Use slack-gif-creator to animate my supplied icon with one gentle bounce. Make a short, seamless 128 by 128 GIF for a team emoji. Keep the file compact, run the bundled validation, and retain the Python script so I can reuse it with another icon.
Apache-2.0Free skill and local GIF generation. Agent/model usage may cost money; supplied assets keep their own licensing.
Setup & details ⌄
Get started
Install the skill
Install the complete folder so the Python utilities are included.
npx skills add anthropics/skills --skill slack-gif-creatorInstall its dependencies
In a Python environment, install the packages listed by upstream.
python -m pip install pillow imageio imageio-ffmpeg numpyGenerate and validate
Give the agent an asset and motion brief; ask it to use GIFBuilder and the bundled validator.
About Slack GIF Creator
Make a small animated GIF from an icon, logo, or original drawing. Anthropic's Slack GIF Creator skill gives your agent Python tools for building animation frames, controlling movement, and keeping the file small. You could turn a team mascot into a bouncing reaction emoji, animate a product icon, or make a short loop for a message. Give the agent your image and describe the motion, then ask it to export and check the GIF. Keep the generating script to create more versions with different colors or images. This handles simple, short animations; detailed character animation and long videos need a more capable editing workflow.
- Best suited to small, short animations; GIF has limited color and compression quality.
- Slack upload limits can change, so verify the actual upload as well as the bundled checks.
- Python dependencies and image assets have their own licenses; the skill does not provide an asset library.
What it replaces
Simple animated graphic and GIF exports
Short looping GIF creation from your own assets
Small branded animated graphics
Creating and exporting short animated GIFs
Making small animated graphics and GIF downloads
These are specific jobs, not every feature of each product.
Baserow
ProjectBuild shared tables for leads, inventory, and content, then update them by API.
☆ 6.1K repository starsAdded 2026-10-07
Baserow
ProjectBuild shared tables for leads, inventory, and content, then update them by API.
☆ 6.1K repository starsAdded 2026-10-07What you can build
A content queue
Keep titles, owners, deadlines, and publishing status in one editable table that your scripts can update.
An asset register
Track equipment or digital assets with structured fields, then build a custom lookup interface over the API.
An import staging area
Let people review incoming records in a table before a script copies approved rows into another system.
Try this prompt
Build a small content-pipeline integration using the API of my self-hosted Baserow Open Source Edition. Use a table with title, owner, status, and source URL. Import records from a CSV, detect duplicates by source URL, and let a reviewer approve rows in Baserow before a separate dry-run export. Keep the database token server-side. Use only features available in the open-source edition and document the table setup and backup requirements.
MIT Open Source Edition; paid editions have separate licensesOpen Source Edition is free to self-host. Hosting and paid edition features cost extra.
Setup & details ⌄
Get started
Start a local instance
With Docker installed, run the official all-in-one image with persistent storage. This example binds the web interface to this machine only.
docker run -d --name baserow -e BASEROW_PUBLIC_URL=http://localhost -v baserow_data:/baserow/data -p 127.0.0.1:80:80 baserow/baserow:2.4.0Create a working table
Open http://localhost, create your account and workspace, and import a small CSV or define the fields for one workflow.
Connect an automation
Create a database token with only the required table permissions. Use the generated API documentation to read a row before adding write operations.
About Baserow
Baserow gives your team shared tables for organizing records such as leads, equipment, and content ideas. People can edit the rows in a browser, while your scripts read or update the same records through an API. The open-source edition can run on your own server.
- Premium and Enterprise features are separately licensed; self-hosting does not unlock them.
- Moving from another table tool may require rebuilding formulas, views, and integrations.
- You manage the database, file storage, upgrades, and backups.
What it replaces
Shared structured tables with API access
Tracking records, owners, and statuses in a team table
Simple databases for content, contacts, and project records
A shared table of tasks, owners, dates, and statuses
Collaborative grid-based tracking of structured records
These are specific jobs, not every feature of each product.
MCP Builder
Agent skillBuild custom connectors that let your AI agent use your APIs.
☆ 180K repository starsAdded 2026-10-07
MCP Builder
Agent skillBuild custom connectors that let your AI agent use your APIs.
☆ 180K repository starsAdded 2026-10-07What you can build
Internal API access
Expose a small set of well-defined tools from your own service.
Operations lookups
Let an agent combine order or inventory data into a useful answer.
Custom connectors
Connect a niche system that has an API but no ready-made integration.
Try this prompt
Use mcp-builder to create a local TypeScript MCP server for our documented inventory API. Implement read-only product search and stock lookup, validate inputs, paginate results, and keep credentials in environment variables. Test the tools with MCP Inspector and provide client setup instructions.
Apache-2.0Free skill. Agent/model usage, hosting, and the APIs you connect may have separate charges.
Setup & details ⌄
Get started
Install the skill
Add the server-building workflow to your coding agent.
npx skills add anthropics/skills --skill mcp-builderScope the connector
Provide the API documentation and start with a few read-only operations. Have the agent follow the TypeScript or Python reference.
Verify the server
Use MCP Inspector to exercise the generated tools before connecting your agent.
npx @modelcontextprotocol/inspector
About MCP Builder
Let your AI agent look up information or perform tasks in systems you already use. Anthropic's MCP Builder skill helps it write a connector between the agent and an API, such as your inventory service or internal customer database. The connector exposes clear actions like finding a product or checking stock, so you can request them in a conversation. Start with a few read-only actions and test them before adding changes to data. This can replace a specific connector or a small integration you would otherwise build in an automation service. You still need API access, somewhere to run the connector, and an agent that supports MCP.
- MCP supplies agent-facing tools; it does not provide scheduling or a no-code workflow dashboard.
- External APIs still require permission, credentials, and any applicable paid plan.
- You maintain authentication, deployment, monitoring, and safeguards for any write operations.
What it replaces
Custom agent-to-API connections for a specific workflow
API orchestration implemented in your own server
A focused integration endpoint you maintain yourself
Building a focused connection between an agent and a business API
Exposing a few API operations as tools for your agent
These are specific jobs, not every feature of each product.
Appsmith
ProjectBuild admin pages with tables, forms, and buttons connected to your database.
☆ 41K repository starsAdded 2026-10-07
Appsmith
ProjectBuild admin pages with tables, forms, and buttons connected to your database.
☆ 41K repository starsAdded 2026-10-07What you can build
A customer lookup screen
Combine account data from a database and an API into a focused page for your support team.
A review queue
Show pending records, let a reviewer inspect the details, and write back an approval decision.
An inventory admin
Build filtered tables and forms for common updates without hand-coding a whole frontend.
Try this prompt
Help me build a customer lookup app in self-hosted Appsmith Community Edition. Use a read-only query to search customer records, a detail panel, and a narrowly scoped form for updating an internal note. Provide the SQL, widget bindings, and JavaScript needed. Parameterize queries, handle loading and error states, and require confirmation before writes. Keep credentials in Appsmith's datasource configuration and do not depend on commercial edition features.
Apache-2.0 Community EditionCommunity Edition has no software fee. Hosting, connected services, and commercial features may cost money.
Setup & details ⌄
Get started
Choose Community Edition
Follow the official Docker guide. Use the appsmith-ce image in its Compose example and pin a release tag; the default example uses the separate commercial edition.
Run and connect
Start the configured Docker Compose stack, create an administrator account, and add a read-only database or API connection first.
docker compose up -dBuild one screen
Add a table widget and connect it to a query. Introduce a form and a confirmed update action only after the read path works.
About Appsmith
Appsmith helps you build internal admin pages using ready-made tables, forms, buttons, and charts. Connect those components to your database or an API, then add queries and JavaScript for the actions you need. Its open-source Community Edition runs on your own server.
- Commercial features such as advanced governance are outside Community Edition; check your requirements first.
- It is optimized for internal tools, so a highly custom consumer interface may need a separate frontend.
- The all-in-one deployment includes supporting services and needs more server resources than a static site.
What it replaces
Building internal tables and forms connected to a database
Admin pages that read and update data through APIs
Database dashboards, record editors, and admin panels
Internal forms and dashboards connected to business data
Building forms and CRUD screens over databases and APIs
These are specific jobs, not every feature of each product.
Slidev
Agent skillCreate slide decks with diagrams, code examples, and speaker notes.
☆ 49K repository starsAdded 2026-10-07
Slidev
Agent skillCreate slide decks with diagrams, code examples, and speaker notes.
☆ 49K repository starsAdded 2026-10-07What you can build
Recurring updates
Regenerate a monthly presentation using the same theme and fresh data.
Technical workshops
Combine explanations, highlighted code, diagrams, and interactive examples.
Product demos
Create a browser-based deck with screenshots, notes, and controlled reveals.
Try this prompt
Use the Slidev skill to turn the supplied product brief into an eight-slide internal demo. Use our screenshots, include speaker notes, and keep all claims grounded in the brief. Make the theme reusable, preview every slide, and export a PDF after checking for clipped content.
MITFree skill and Slidev runtime. Agent/model usage and optional hosting or third-party assets may cost money.
Setup & details ⌄
Get started
Install the official skill
Select your coding agent in the installer.
npx skills add slidevjs/slidevCreate a slide project
Use a current Node.js environment and follow the starter prompts.
npm init slidev@latestBuild and preview
Ask your agent to edit slides.md using the skill, then review the deck in the browser.
npm run dev
About Slidev
Turn a brief, document, or dataset into a presentation your agent can edit as code. Slidev's official skill covers slide layouts, diagrams, animations, code examples, and speaker notes. You can ask for a product demo, a workshop deck, or a monthly update using your existing screenshots and numbers. Preview the slides in a browser, then export a PDF or build a website to share the interactive version. The content lives in Markdown files, which makes it easy to update the same deck next month or reuse the design for another topic. You provide the AI agent and review the slides before presenting; exports have some format limitations.
- Requires a JavaScript project and agent; it does not include a managed collaborative deck workspace.
- Standard PPTX export uses slide images. Editable PPTX export has layout limits and can fall back to images for unsupported content.
- Interactive browser features do not fully survive file export; CLI exports also require playwright-chromium.
What it replaces
Generating a reusable presentation from text and data
Templated internal presentation creation
Creating and presenting a deck from your own source files
Creating branded presentation slides and PDF handouts
Building a browser-based presentation with notes and visual transitions
These are specific jobs, not every feature of each product.
Umami
ProjectCount website visits, see traffic sources, and track signups and button clicks.
☆ 39.2K repository starsAdded 2026-10-07
Umami
ProjectCount website visits, see traffic sources, and track signups and button clicks.
☆ 39.2K repository starsAdded 2026-10-07What you can build
A portfolio traffic view
Add several websites to one instance and compare their traffic in a dashboard you control.
A focused event plan
Track a few meaningful actions, such as search, download, and signup completion, with consistent event names.
Campaign feedback
Use tagged campaign links to see which launches and newsletters bring people to your site.
Try this prompt
Add my self-hosted Umami instance to this website. Make the script URL and website ID configurable, load the tracker once, and track three agreed actions with clear event names. Do not send names, email addresses, or free-text form contents as event properties. Verify one visit and one test event in the receiving instance, explain how to exclude development traffic, and document where the script is configured.
MITSelf-hosted software is free. The application server, database, storage, and backups are your costs.
Setup & details ⌄
Get started
Get the Docker configuration
Install Docker and Git, then clone the official repository. Review the supplied Compose configuration and use a stable release for deployment.
git clone https://github.com/umami-software/umami.git cd umamiStart your local instance
The supplied Compose file runs Umami with PostgreSQL. Open http://localhost:3000 and change the default administrator password immediately.
docker compose up -dTrack one site
Add your website in the dashboard and install its generated tracking script. Trigger one test visit and one named event, then verify both appear.
About Umami
Umami shows how people use your website. Add its tracking script to collect visits and traffic sources, then record events for actions such as clicking Download or completing signup. You get a dashboard for the results and can run the application with your own database.
- You maintain the server and PostgreSQL database, including backups and retention.
- Browser blocking and failed network requests can make analytics counts incomplete.
- Complex product analytics or attribution workflows need their own evaluation; basic event tracking is the comparison here.
What it replaces
Pageview reports and simple custom events
Website traffic and campaign reporting
Basic custom-event counts for a small product
Pageviews, referral sources, and website events
Basic website visitor and traffic-source reports
These are specific jobs, not every feature of each product.
JSON Canvas
Agent skillCreate editable mind maps, flowcharts, and visual project boards.
☆ 49.2K repository starsAdded 2026-10-07
JSON Canvas
Agent skillCreate editable mind maps, flowcharts, and visual project boards.
☆ 49.2K repository starsAdded 2026-10-07What you can build
Research maps
Group source notes and links around the questions they answer.
Workflow diagrams
Turn a written process into connected steps and decision points.
Project overviews
Generate a visual map of milestones, documents, and dependencies.
Try this prompt
Use json-canvas to turn the supplied onboarding process into an editable .canvas file. Group steps by owner, label decision branches, and link each step to its source document when available. Keep the layout readable, validate all IDs and edge references, and preserve the original wording.
MITFree skill and open file format. Agent/model usage and any paid viewer, sync, or collaboration service are separate.
Setup & details ⌄
Get started
Install the skill
Choose your coding agent and add the JSON Canvas instructions.
npx skills add kepano/obsidian-skills --skill json-canvasGenerate a canvas
Supply your notes or process. Ask for a .canvas file with groups, labeled connections, and validated node IDs.
Open and review
Place the file in an Obsidian vault, or open it in another JSON Canvas-compatible app. Check spacing, references, and connections.
About JSON Canvas
Turn notes or a written process into a visual board with cards and connecting lines. Kepano's JSON Canvas skill helps your agent create mind maps, flowcharts, and project overviews as .canvas files. You could map a customer onboarding process, group research links by topic, or show how project tasks depend on each other. Open the result in Obsidian or another compatible app to move cards around and make changes yourself. The file format is open, so your board remains readable data that you can keep and edit. The skill generates the local board; shared editing, access permissions, and online collaboration depend on the app you choose.
- The skill and JSON Canvas format are open; Obsidian is a separate application with its own license.
- This does not include real-time collaboration, team permissions, or a hosted board-sharing service.
- A compatible viewer is required. Linked files and embedded content must remain accessible when you move or share the board.
What it replaces
Local flowcharts and connected idea boards
Organizing notes, images, and links on a visual board
Generating simple visual maps from text
Drawing simple process maps with labeled connections
Organizing ideas into a connected mind map
These are specific jobs, not every feature of each product.
Node-RED
ProjectRun scheduled jobs, connect app APIs, and trigger actions when new data arrives.
☆ 23.7K repository starsAdded 2026-10-07
Node-RED
ProjectRun scheduled jobs, connect app APIs, and trigger actions when new data arrives.
☆ 23.7K repository starsAdded 2026-10-07What you can build
A daily operations report
Fetch a few API endpoints on a schedule, combine their results, and save a report for review.
Webhook routing
Validate incoming events, reshape their payloads, and forward only the fields another service needs.
Local device workflows
React to device events and call your own services without routing every step through a hosted automation platform.
Try this prompt
Create an importable Node-RED flow for a daily report from two configurable HTTP APIs. Use an Inject node for scheduling, transform the responses into one JSON report, and write it to a local file. Add timeouts, a Catch path, bounded retries, and a manual test trigger. Store credentials outside exported flow JSON. Explain every node and how to configure editor authentication before remote access. Avoid paid or unmaintained community nodes when core nodes can do the job.
Apache-2.0No per-task Node-RED fee. Always-on hosting and connected paid APIs can still cost money.
Setup & details ⌄
Get started
Install Node-RED
Install a supported Node.js version and use the official local installation guide. With a user-owned npm global directory, install the package below.
npm install -g node-redStart the editor
Start the runtime and open http://localhost:1880. Keep it on a trusted local network until you configure the documented access controls.
node-redBuild a first flow
Connect an Inject node to a Function node and then a Debug node. Deploy, inspect the output, and replace the sample logic with one real API call.
About Node-RED
Node-RED lets you connect tasks in a visual editor: receive data, change its format, and send it to another service. A task can start on a schedule, from a webhook, or when a device sends a message. Add small JavaScript functions when you need custom rules. It runs on your computer or server.
- The editor is not secured by default; configure authentication and HTTPS before exposing it remotely.
- Third-party nodes vary in maintenance, and API connectors may need custom configuration or code.
- Retries, duplicate prevention, monitoring, and external API limits remain your responsibility.
What it replaces
Scheduled API calls and moving data between apps
Multi-step automations that transform and send app data
Triggering app or device actions when an event occurs
Copying and updating records between connected services
Webhook-triggered app integrations and scheduled tasks
These are specific jobs, not every feature of each product.
SEO Audit
Agent skillFind broken links, missing page titles, and other SEO problems.
☆ 53.5K repository starsAdded 2026-10-07
SEO Audit
Agent skillFind broken links, missing page titles, and other SEO problems.
☆ 53.5K repository starsAdded 2026-10-07What you can build
Launch checks
Review indexability, titles, internal links, and important page basics.
Migration review
Investigate redirects, canonical URLs, and crawlability after a move.
Prioritized fixes
Turn observed issues into a short list ordered by likely impact.
Try this prompt
Use seo-audit to review these ten pages and the site source. Check crawlability, canonicals, page titles, internal links, and rendered structured data. List only issues you can demonstrate, include the affected URL and evidence, and prioritize three fixes. Separate observations from hypotheses.
MITFree skill. Agent/model usage may cost money. Search-volume, backlink, and rank-tracking data are separate services.
Setup & details ⌄
Get started
Install the skill
Select SEO Audit and your coding agent.
npx skills add coreyhaines31/marketingskills --skill seo-auditSupply the evidence
Provide the site URL, business goal, target pages, and any Search Console or crawler exports.
Audit and verify
Ask for evidence-linked findings; verify each issue before changing the site and recheck affected pages afterward.
About SEO Audit
Check your website for problems that can make its pages harder to find in search. Corey Haines's SEO Audit skill gives your agent a checklist for reviewing page titles, links, indexing settings, content, and other technical details. Share your site, its source code, and any Search Console reports, then ask for the most useful fixes with evidence for each one. Your agent can also make the changes in the project and check the affected pages again. This is useful before a launch or after moving a website. It covers the review and repair work; keyword volumes, backlink databases, and ongoing rank tracking still require separate data or tools.
- It does not provide proprietary search-volume, backlink, or ranking datasets.
- Rendered pages and Search Console evidence may be needed; static HTML alone can miss client-side behavior.
- Findings depend on the evidence supplied, and recommendations do not guarantee rankings.
What it replaces
Manual technical and on-page audit work
Interpreting site issues and planning targeted fixes
A focused site-review checklist for your own pages
Reviewing technical and on-page issues on a small website
Checking page-level SEO problems and planning repairs
These are specific jobs, not every feature of each product.
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