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Signal Collective The Library
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The Library

Workflows the AI crowd builds for itself, translated so anyone can run them.

Records run on the page. Tools run on your computer. Nothing you type here is stored.

The same idea, pointed at your own site: Free AI check checks whether an AI assistant names you when your buyers ask. The first check is free.

The Kit

All of this, running on your own files.

The Library runs in your browser and forgets. The Kit runs on your computer and remembers: the five workflows below as skills, with a guided setup your assistant does for you. Works with Claude Code, Claude Code + Kimi, Gemini CLI and Codex.

US$20 · one time · 12 min to read, 15 min to set up
forgets assistant notesleadscontent remembers
Notes everywhere One shelf, filed Read before it answers inbox projects decisions it already knows

Memory

What your AI knows about you before it talks to you.

Notes you search Notes your AI reads inboxprojectsdecisionsarchive knowledge write this to my brain
001

Second Brain Kit

Your AI reads your notes before it talks to you, and files what mattered when you're done.

20 min · Claude, ChatGPT or Gemini · a place for notesOpen
Notes everywhere One shelf, filed Read before it answers inbox projects decisions it already knows
Tool · Memory · khoj

Ask your own notes a question, get an answer

Khoj turns the notes, PDFs, and files already sitting on your computer into something you can actually ask questions of.

25 min · your AI on your computer · docker (or python and pip), a machine that can keep the server running, an API key for OpenAI, Anthropic or Gemini, only if you want a hosted model instead of a local oneOpen
Twenty tabs, open One filter One page, with sources public pages · robots respected WHAT CHANGED two you open yourself

Research

What changed, and what people are saying, before you decide.

Twenty tabs, sometime One page, every Monday MONDAY BRIEF competitor onecompetitor twocompetitor three every claim · a source · two you check
002

Weekly Research Brief

Once a week, what changed with your competitors and in your niche. One page, every line sourced.

15 min · Claude, ChatGPT or Gemini · three competitor namesOpen
Twenty tabs, open One filter One page, with sources public pages · robots respected WHAT CHANGED two you open yourself
Tool · Research · crawl4ai

Turn any web page into notes your AI can use

Give it a web address, or a list of them, and it hands back clean, plain-text versions of those pages — headings and paragraphs stripped of surrounding code — so your AI can read them.

20 min · your AI on your computer · a Python 3.10+ environment, playwright's browser binaries (installed via crawl4ai-setup), docker (optional, for server mode)Open
Twenty tabs, open One filter One page, with sources public pages · robots respected WHAT CHANGED two you open yourself
Tool · Research · firecrawl

Pull what you need off any website

Give it a web address and it hands back the page as clean data — plain-text markdown, or JSON shaped the way you ask for — so your AI can read it without wading through a page's raw code.

15 min · your AI on your computer · an API key from firecrawl.dev (or a self-hosted instance), python or node to call itOpen
Twenty tabs, open One filter One page, with sources public pages · robots respected WHAT CHANGED two you open yourself
Tool · Research · gpt-researcher

A research report in minutes, with sources

You give it a question and it goes and researches it properly — pulling from many web sources at once, reading past what any single article says, and writing up a full report with citations you can check yourself.

20 min · your AI on your computer · python 3.11+, an OpenAI API key, a Tavily API key (for its web search), docker (optional, for the bundled web app)Open
Twenty tabs, open One filter One page, with sources public pages · robots respected WHAT CHANGED two you open yourself
Tool · Research · last30days-skill

Know what people are saying about anyone this month

Ask it about a person, a company, or a topic and it goes looking across Reddit, X, YouTube, TikTok, Hacker News and a handful of other platforms for what people have actually said in the last 30 days — ranked by real engagement, not by what a search engine's editors chose to surface.

10 min · your AI on your computer · python 3.12+ on PATH, a Claude Code, Claude Desktop, or other supported AI assistant to run it in, optional API keys for X, LinkedIn, Instagram and TikTok (Reddit, Hacker News, Polymarket and GitHub work without any)Open
Twenty tabs, open One filter One page, with sources public pages · robots respected WHAT CHANGED two you open yourself
Tool · Research · searxng

Search the web without being tracked

It's a search engine you run yourself, that pulls results from several other search engines at once and returns one combined list — without logging what you searched for or building a profile of you.

15 min · your AI on your computer · docker, a machine you can leave running (a small VPS or a home server)Open
What came in Scored, and drafted You send FIT 5 FIT 4 FIT 2 wants: a launch partner draft · your voice · four lines it drafts · it never sends Send

Sales

Leads scored, answered in draft, booked. You send.

What came in The desk: score, want, draft You send FIT 5FIT 4FIT 2 wants: a launch partner for October draft · your voice · four lines date · name · score · want · next Send
003

Lead Desk

Every new lead scored, understood and answered in draft by the time you've made coffee. You send. Nothing else does.

20 min · Claude, ChatGPT or Gemini · a spreadsheetOpen
What came in, on chat The desk: score, want, draft You reply, on their app FIT 5FIT 4FIT 2 wants: a distributor for Q4 three lines · no link yet · their app date · name · channel · score · next
004

Lead Desk, Asia edition

The lead desk for buyers who answer on WhatsApp, LINE or WeChat — and never to email. Drafts shaped for the app. You send.

20 min · Claude, ChatGPT or Gemini · the app your buyers useOpen
What came in Scored, and drafted You send FIT 5 FIT 4 FIT 2 wants: a launch partner draft · your voice · four lines it drafts · it never sends Send
Tool · Sales · cal.diy

Let people book time with you, no back-and-forth

You get a booking page you host yourself, so people can pick a free slot on your calendar without a chain of scheduling emails.

30 min · your AI on your computer · docker, docker compose, a server or small cloud machine to run it onOpen
What came in Scored, and drafted You send FIT 5 FIT 4 FIT 2 wants: a launch partner draft · your voice · four lines it drafts · it never sends Send
Tool · Sales · documenso

Get contracts signed without paying a signing service

You get an e-signature flow you host yourself: upload a document, mark where a signature or a date goes, and send a link.

45 min · your AI on your computer · docker, docker compose, a Postgres database, an SMTP email account to send signing links, a PKCS#12 (.p12) signing certificateOpen
A blank page Three drafts The one you chose nothing yet

Marketing

Copy, launches, pricing pages, ads, search.

A blank page Three drafts The one you chose nothing yet
Tool · Marketing · claude-ads

Find out where your ad money is leaking

You hand it your ad account exports from any of twelve platforms — Google, Meta, TikTok, LinkedIn, Microsoft, Reddit, Snapchat, X, Amazon, Apple, Pinterest and YouTube — and it turns them into the work a paid-media analyst would produce: a dated audit of what's actually happening in the account, a channel and budget plan, new ad copy and creative, and a performance report.

40 min · your AI on your computer · Claude Code (or Codex, Gemini, Cursor, Windsurf), Python 3.11 or 3.12, logins or API access for each ad platform you want it to auditOpen
A blank page Three drafts The one you chose nothing yet
Tool · Marketing · gstack

One AI, a whole team's judgement

gstack turns Claude Code into a small engineering team with defined roles — a CEO for direction, an engineer, a designer, a QA lead, a security reviewer and a release engineer — each one a slash command with its own review gate.

15 min · your AI on your computer · Claude Code, git, Bun v1.0+ (Node.js too, on Windows)Open
A blank page Three drafts The one you chose nothing yet
Tool · Marketing · marketingskills

Marketing done the proven way, not by guesswork

marketingskills is a set of reference playbooks your AI coding agent reads before doing marketing work — conversion optimization, copywriting, SEO, analytics and growth engineering — so instead of guessing at best practice, it works from the same frameworks a marketing consultant would use.

10 min · your AI on your computer · Claude Code (or Cursor, Windsurf, Codex, or another Agent Skills-compatible tool), Node.js, for the install commandOpen
A blank page Three drafts The one you chose nothing yet
Tool · Marketing · notfair-plugin

Your ads and search rankings, managed by your AI

toprank connects your AI agent to your live SEO, Google Ads, Meta Ads and analytics accounts and gives it forty-five ready-made workflows for auditing and reporting on them — why organic traffic dropped, how a Google Ads account is actually performing, what an AI search engine says about you.

20 min · your AI on your computer · Claude Code (or Cursor, Codex, Gemini CLI), an authorised connection to the tool's own MCP, logins or API access for each platform you connect (Google Search Console, GA4, Google Ads, Meta Ads, etc.)Open
One long recording Marked for cuts Three shorts you watch it to the end

Content

Video, clips, voice and images, from one idea.

One long recording Marked for cuts Three shorts you watch it to the end
Tool · Content · autoclip

One long video into a week of short clips

AutoClip watches a long video for you and pulls out the interesting parts.

20 min · your AI on your computer · docker, an API key for one AI provider (Qwen, an OpenAI-compatible API, Gemini, or SiliconFlow) — or a local Ollama/LM Studio install instead, with no key neededOpen
One long recording Marked for cuts Three shorts you watch it to the end
Tool · Content · ComfyUI

Make images and video without a designer

ComfyUI is a node-based studio for building AI image, video, and audio generation into a repeatable process, rather than typing one prompt at a time into a chat box.

30 min · your AI on your computer · a GPU (NVIDIA, AMD, Intel, or Apple Silicon — CPU-only works but is slow), python 3.12 or 3.13, your own model checkpoint files to load inOpen
One long recording Marked for cuts Three shorts you watch it to the end
Tool · Content · MoneyPrinterTurbo

Type a topic, get a finished short video

MoneyPrinterTurbo turns a topic into a finished short video without you touching an editing timeline.

20 min · your AI on your computer · python 3.11 or later, an API key for a script-writing AI model (or a local Ollama setup instead), ffmpeg (usually auto-downloaded, see brief)Open
One long recording Marked for cuts Three shorts you watch it to the end
Tool · Content · Pixelle-Video

Make short videos without touching an editor

Pixelle-Video turns a single topic into a finished short video, end to end, through a web page rather than a code editor.

25 min · your AI on your computer · uv (Python package manager), ffmpeg, an API key for an LLM to write the script, plus an image/video provider key or a local ComfyUI/RunningHub setupOpen
Screens that disagree One set of tokens Screens that match TOKENS colour space Aa type radius

Design

A design system your AI builder follows on every screen.

Screens that disagree One set of tokens Screens that match TOKENS colour space Aa type radius
Tool · Design · 8bitcn-ui

Give your site a retro pixel look your AI can build

8bitcn/ui gives your AI a full set of retro, pixel-styled screen pieces to drop into a product it is already building: buttons, forms, dialogs, tables, even health bars and XP bars.

15 min · your AI on your computer · node, an existing React project with shadcn/ui set up, such as Next.js, a path alias in that project (the docs assume @/components) or a hand-adjusted import pathOpen
Screens that disagree One set of tokens Screens that match TOKENS colour space Aa type radius
Tool · Design · evilcharts

Charts for your site that look designed, not default

EvilCharts gives your AI a set of ready-made charts that look designed rather than default, for the site or dashboard it is already building you.

15 min · your AI on your computer · node, an existing React project, such as Next.js, with shadcn/ui set up or ready to be set up, the data you want to chart, as a list of rowsOpen
Screens that disagree One set of tokens Screens that match TOKENS colour space Aa type radius
Tool · Design · m3e-canvas

Show your AI what to build before it builds it

m3e-canvas gives you a place to sketch out what your product's screens should look like before your AI starts writing code.

15 min · your AI on your computer · node, the AI coding tool you'll hand the finished prompt toOpen
Screens that disagree One set of tokens Screens that match TOKENS colour space Aa type radius
Tool · Design · ui

A product that looks designed, not generated

shadcn/ui gives your AI a real component library to build your product's interface from, instead of inventing buttons and forms from scratch every time.

20 min · your AI on your computer · node, an existing project on a supported framework, such as Next.js, Vite, TanStack Start, React Router or Astro, the AI coding tool you'll connect it to, if you want to add components by asking rather than typing commandsOpen
Tickets, all at once Sorted by kind Drafts, and one for you how do I a bug a refund to a person

Support

Tickets triaged, replies drafted, the recurring ones found.

Tickets, all at once Sorted by kind Drafts, and one for you how do I a bug a refund to a person
Tool · Support · chatwoot

Every customer conversation in one inbox you run yourself

You get one inbox for every place a customer can reach you: the chat bubble on your website, your support email, WhatsApp, Instagram, Facebook, Telegram and SMS, all landing in the same queue so nothing sits unread in an app nobody checks.

45 min · your AI on your computer · docker, docker compose, a Linux server with at least 4GB of RAM, a domain pointed at that server if your team will reach it from outsideOpen
Tickets, all at once Sorted by kind Drafts, and one for you how do I a bug a refund to a person
Tool · Support · fider

Find out what customers keep asking for, and let them vote

You get a public board of your own where customers post what they want, vote on each other's requests and comment, so the asks that keep recurring in your support inbox stop hiding there and sort themselves by how many people want them.

30 min · your AI on your computer · docker, docker compose, an SMTP server or Mailgun account to send sign-in emails, a server or small cloud machine to run it onOpen
Tickets, all at once Sorted by kind Drafts, and one for you how do I a bug a refund to a person
Tool · Support · freescout

A shared support mailbox your whole team answers from

You get a shared support inbox that runs on your own server.

45 min · your AI on your computer · a Linux server or shared hosting account, a web server (Nginx or Apache), PHP 7.4 or 8.2 and newer (not 8.1), MySQL, MariaDB or PostgreSQL, a dedicated support mailbox with IMAP and SMTP accessOpen
Tickets, all at once Sorted by kind Drafts, and one for you how do I a bug a refund to a person
Tool · Support · libredesk

A support desk that runs from one file on your own server

You get one support inbox for your whole team, running on a machine you control.

30 min · your AI on your computer · docker, docker compose, a server or small cloud machine to run it onOpen
Paperwork, in a pile One table Dates you will not miss VENDOR TERM MONEY RENEWALS

Finance and Admin

Forecasts, documents and the paperwork.

Paperwork, in a pile One table Dates you will not miss VENDOR TERM MONEY RENEWALS
Tool · Finance and Admin · unstructured

Never retype a scanned document again

Unstructured takes messy real-world documents, PDFs, scanned invoices, Word files, emails, spreadsheets, and turns them into clean text your AI can actually read.

25 min · your AI on your computer · python, system tools for some file types, such as poppler-utils, tesseract-ocr or libreoffice, depending on which documents you actually run through it, docker, if you'd rather run it in a containerOpen
Two tools, not talking One switch Joined, read-only inbox sheet turn it on inbox sheet read-only

Operations

The plumbing: automations, inboxes, browsers for agents.

Two tools, not talking One switch Joined, read-only inbox sheet turn it on inbox sheet read-only
Tool · Operations · agentic-inbox

Let your AI handle your inbox

You get a full email inbox, send, receive, search, reply, that runs entirely on your own Cloudflare account instead of a mailbox provider's servers.

45 min · your AI on your computer · a Cloudflare account, a domain you control with DNS on Cloudflare, Cloudflare Email Routing enabled, Cloudflare Workers AI enabled, Cloudflare Access configured for anything beyond local useOpen
Two tools, not talking One switch Joined, read-only inbox sheet turn it on inbox sheet read-only
Tool · Operations · browser-use

Hand a boring web task to your AI

You describe a task in plain English, fill in this form, pull product prices into a spreadsheet, and it drives a real browser to do it: clicking, typing, reading the page, the way you would by hand.

15 min · your AI on your computer · python 3.11 or newer, an API key for the LLM it drives, its own key or your existing OpenAI, Anthropic or Google keyOpen
You ask It works the list Green before it ships > add the sign-up > and the tests BEFORE IT SHIPS it never pushes on its own

Building

For anyone building their own product with an AI.

You ask It works the list Green before it ships > add the sign-up > and the tests BEFORE IT SHIPS it never pushes on its own
Tool · Building · chrome-devtools-mcp

Your AI checks your site actually works

This gives your AI a real Chrome browser it can drive itself, instead of guessing whether the page you asked for actually works.

15 min · your AI on your computer · node, npm, Chrome (current stable or newer)Open
You ask It works the list Green before it ships > add the sign-up > and the tests BEFORE IT SHIPS it never pushes on its own
Tool · Building · github-mcp-server

Your AI works on your real code, not a copy

This connects your AI to your actual GitHub account, so it can work from your real repositories instead of a file you copied in.

15 min · your AI on your computer · docker, a GitHub personal access tokenOpen
You ask It works the list Green before it ships > add the sign-up > and the tests BEFORE IT SHIPS it never pushes on its own
Tool · Building · magic-mcp

Drop finished screens into what your AI is building

This connects your coding AI to a catalogue of ready-made interface pieces — buttons, forms, navigation, whole page sections — so when you ask for a settings screen or a signup form, it can search for a working version, read the real code, and bring it into your project with everything it depends on, instead of writing it from scratch and guessing at the styling.

10 min · your AI on your computer · node, an API key from 21st.devOpen
You ask It works the list Green before it ships > add the sign-up > and the tests BEFORE IT SHIPS it never pushes on its own
Tool · Building · playwright-mcp

Your AI tests your product before customers do

This gives your AI a browser it can operate directly — Chrome, Firefox, or Safari's engine — so it can test whatever you're building the way a real visitor would, not just read the code.

15 min · your AI on your computer · node (18 or newer)Open
The question Three views You decide ship it, or not? For the case for Against what breaks Unknown the gaps then you commit

Decisions

Three views before you commit.

Researcher only finds · cites · admits gaps Writer only uses what was found Reviewer only flags · never rewrites Findings, with sources One draft, nothing invented Your list, pass or fail
005

Three Hats

For writing that matters. A researcher who only finds, a writer who only uses what was found, a reviewer who only flags. One chat, three prompts.

15 min · Claude, ChatGPT or Gemini · a checklistOpen
The question Three views You decide ship it, or not? For the case for Against what breaks Unknown the gaps then you commit
Tool · Decisions · loomio

Get a team to a decision without another meeting

You give your team one place to make a decision properly instead of losing it in a chat thread.

45 min · your AI on your computer · a public Ubuntu server with root access and at least 1GB RAM, a domain name you can add DNS records to, an SMTP server for outgoing email, docker composeOpen

How things get here

Source

Built by and for people who live in a terminal.

Assumes

A command line, paid tools, and patience.

We strip

Everything that needs a terminal.

Stays

The habits that made it work. Those never needed one.

We check

Open source, a real licence, alive this year. Or it isn't here.

We write

What it does, who it's for, and the brief that gets it running.

What's in the library is how we work.

If you're launching or growing a brand across Asia and the West, a call is where we work out whether it's a fit.