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Public Invention Project Chatbot

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are currently active, and advise of which projects to join based on a given skillset or interest. Once complete, this project will be placed on the Public Invention website to aid prospective volunteers with navigating the website and project database.

Development

February 2025

Robert Read and Mairin O'Grady met with Daniel Lindenberger to open the Project Chatbot project. Began with a demonstration and tips on how to create a customized chatbot. O'Grady and Read created a first version using the project datasheet to feed the ChatGPT bot information. From there, it could successfully provide details about projects when prompted.

March 2025

The project was picked up in March of 2025, with the additional mission to make the chatbot recommend some projects before others based on:

  1. Priority
  2. Active Status

The team ran into issues with the recommendation rankings, and so far the additional configuration has not been successful.

October 2025

In October of 2025, the project was reopened for further updates, and/or to be implemented on the Public Invention website. Awaiting further updates.

Resources

The current Public Invention Project Chatbot is live and can provide details about projects currently on the project spreadsheet included in this repository.

Chatbot Team

Robert L. Read - Founder and Head Coach of Public Invention

Mairin O'Grady - Technical Writer for Public Invention

Daniel Lindenberger - Director of Thaumazo and Chatbot Expert

About

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are current, and advise of which projects to join based on a given skillset or interest.

Resources

Stars

1 star

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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Public Invention Project Chatbot

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are currently active, and advise of which projects to join based on a given skillset or interest. Once complete, this project will be placed on the Public Invention website to aid prospective volunteers with navigating the website and project database.

Development

February 2025

Robert Read and Mairin O'Grady met with Daniel Lindenberger to open the Project Chatbot project. Began with a demonstration and tips on how to create a customized chatbot. O'Grady and Read created a first version using the project datasheet to feed the ChatGPT bot information. From there, it could successfully provide details about projects when prompted.

March 2025

The project was picked up in March of 2025, with the additional mission to make the chatbot recommend some projects before others based on:

  1. Priority
  2. Active Status

The team ran into issues with the recommendation rankings, and so far the additional configuration has not been successful.

October 2025

In October of 2025, the project was reopened for further updates, and/or to be implemented on the Public Invention website. Awaiting further updates.

Resources

The current Public Invention Project Chatbot is live and can provide details about projects currently on the project spreadsheet included in this repository.

Chatbot Team

Robert L. Read - Founder and Head Coach of Public Invention

Mairin O'Grady - Technical Writer for Public Invention

Daniel Lindenberger - Director of Thaumazo and Chatbot Expert

About

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are current, and advise of which projects to join based on a given skillset or interest.

Resources

Stars

1 star

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Public Invention Project Chatbot

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are currently active, and advise of which projects to join based on a given skillset or interest. Once complete, this project will be placed on the Public Invention website to aid prospective volunteers with navigating the website and project database.

Development

February 2025

Robert Read and Mairin O'Grady met with Daniel Lindenberger to open the Project Chatbot project. Began with a demonstration and tips on how to create a customized chatbot. O'Grady and Read created a first version using the project datasheet to feed the ChatGPT bot information. From there, it could successfully provide details about projects when prompted.

March 2025

The project was picked up in March of 2025, with the additional mission to make the chatbot recommend some projects before others based on:

  1. Priority
  2. Active Status

The team ran into issues with the recommendation rankings, and so far the additional configuration has not been successful.

October 2025

In October of 2025, the project was reopened for further updates, and/or to be implemented on the Public Invention website. Awaiting further updates.

Resources

The current Public Invention Project Chatbot is live and can provide details about projects currently on the project spreadsheet included in this repository.

Chatbot Team

Robert L. Read - Founder and Head Coach of Public Invention

Mairin O'Grady - Technical Writer for Public Invention

Daniel Lindenberger - Director of Thaumazo and Chatbot Expert

About

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are current, and advise of which projects to join based on a given skillset or interest.

Resources

Stars

1 star

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Public Invention Project Chatbot

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are currently active, and advise of which projects to join based on a given skillset or interest. Once complete, this project will be placed on the Public Invention website to aid prospective volunteers with navigating the website and project database.

Development

February 2025

Robert Read and Mairin O'Grady met with Daniel Lindenberger to open the Project Chatbot project. Began with a demonstration and tips on how to create a customized chatbot. O'Grady and Read created a first version using the project datasheet to feed the ChatGPT bot information. From there, it could successfully provide details about projects when prompted.

March 2025

The project was picked up in March of 2025, with the additional mission to make the chatbot recommend some projects before others based on:

  1. Priority
  2. Active Status

The team ran into issues with the recommendation rankings, and so far the additional configuration has not been successful.

October 2025

In October of 2025, the project was reopened for further updates, and/or to be implemented on the Public Invention website. Awaiting further updates.

Resources

The current Public Invention Project Chatbot is live and can provide details about projects currently on the project spreadsheet included in this repository.

Chatbot Team

Robert L. Read - Founder and Head Coach of Public Invention

Mairin O'Grady - Technical Writer for Public Invention

Daniel Lindenberger - Director of Thaumazo and Chatbot Expert

About

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are current, and advise of which projects to join based on a given skillset or interest.

Resources

Stars

1 star

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
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Public Invention Project Chatbot

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are currently active, and advise of which projects to join based on a given skillset or interest. Once complete, this project will be placed on the Public Invention website to aid prospective volunteers with navigating the website and project database.

Development

February 2025

Robert Read and Mairin O'Grady met with Daniel Lindenberger to open the Project Chatbot project. Began with a demonstration and tips on how to create a customized chatbot. O'Grady and Read created a first version using the project datasheet to feed the ChatGPT bot information. From there, it could successfully provide details about projects when prompted.

March 2025

The project was picked up in March of 2025, with the additional mission to make the chatbot recommend some projects before others based on:

  1. Priority
  2. Active Status

The team ran into issues with the recommendation rankings, and so far the additional configuration has not been successful.

October 2025

In October of 2025, the project was reopened for further updates, and/or to be implemented on the Public Invention website. Awaiting further updates.

Resources

The current Public Invention Project Chatbot is live and can provide details about projects currently on the project spreadsheet included in this repository.

Chatbot Team

Robert L. Read - Founder and Head Coach of Public Invention

Mairin O'Grady - Technical Writer for Public Invention

Daniel Lindenberger - Director of Thaumazo and Chatbot Expert

About

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are current, and advise of which projects to join based on a given skillset or interest.

Resources

Stars

1 star

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Public Invention Project Chatbot

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are currently active, and advise of which projects to join based on a given skillset or interest. Once complete, this project will be placed on the Public Invention website to aid prospective volunteers with navigating the website and project database.

Development

February 2025

Robert Read and Mairin O'Grady met with Daniel Lindenberger to open the Project Chatbot project. Began with a demonstration and tips on how to create a customized chatbot. O'Grady and Read created a first version using the project datasheet to feed the ChatGPT bot information. From there, it could successfully provide details about projects when prompted.

March 2025

The project was picked up in March of 2025, with the additional mission to make the chatbot recommend some projects before others based on:

  1. Priority
  2. Active Status

The team ran into issues with the recommendation rankings, and so far the additional configuration has not been successful.

October 2025

In October of 2025, the project was reopened for further updates, and/or to be implemented on the Public Invention website. Awaiting further updates.

Resources

The current Public Invention Project Chatbot is live and can provide details about projects currently on the project spreadsheet included in this repository.

Chatbot Team

Robert L. Read - Founder and Head Coach of Public Invention

Mairin O'Grady - Technical Writer for Public Invention

Daniel Lindenberger - Director of Thaumazo and Chatbot Expert

About

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are current, and advise of which projects to join based on a given skillset or interest.

Resources

Stars

1 star

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Public Invention Project Chatbot

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are currently active, and advise of which projects to join based on a given skillset or interest. Once complete, this project will be placed on the Public Invention website to aid prospective volunteers with navigating the website and project database.

Development

February 2025

Robert Read and Mairin O'Grady met with Daniel Lindenberger to open the Project Chatbot project. Began with a demonstration and tips on how to create a customized chatbot. O'Grady and Read created a first version using the project datasheet to feed the ChatGPT bot information. From there, it could successfully provide details about projects when prompted.

March 2025

The project was picked up in March of 2025, with the additional mission to make the chatbot recommend some projects before others based on:

  1. Priority
  2. Active Status

The team ran into issues with the recommendation rankings, and so far the additional configuration has not been successful.

October 2025

In October of 2025, the project was reopened for further updates, and/or to be implemented on the Public Invention website. Awaiting further updates.

Resources

The current Public Invention Project Chatbot is live and can provide details about projects currently on the project spreadsheet included in this repository.

Chatbot Team

Robert L. Read - Founder and Head Coach of Public Invention

Mairin O'Grady - Technical Writer for Public Invention

Daniel Lindenberger - Director of Thaumazo and Chatbot Expert

About

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are current, and advise of which projects to join based on a given skillset or interest.

Resources

Stars

1 star

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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Public Invention Project Chatbot

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are currently active, and advise of which projects to join based on a given skillset or interest. Once complete, this project will be placed on the Public Invention website to aid prospective volunteers with navigating the website and project database.

Development

February 2025

Robert Read and Mairin O'Grady met with Daniel Lindenberger to open the Project Chatbot project. Began with a demonstration and tips on how to create a customized chatbot. O'Grady and Read created a first version using the project datasheet to feed the ChatGPT bot information. From there, it could successfully provide details about projects when prompted.

March 2025

The project was picked up in March of 2025, with the additional mission to make the chatbot recommend some projects before others based on:

  1. Priority
  2. Active Status

The team ran into issues with the recommendation rankings, and so far the additional configuration has not been successful.

October 2025

In October of 2025, the project was reopened for further updates, and/or to be implemented on the Public Invention website. Awaiting further updates.

Resources

The current Public Invention Project Chatbot is live and can provide details about projects currently on the project spreadsheet included in this repository.

Chatbot Team

Robert L. Read - Founder and Head Coach of Public Invention

Mairin O'Grady - Technical Writer for Public Invention

Daniel Lindenberger - Director of Thaumazo and Chatbot Expert

About

This is a current project to create a project-recommending ChatBot for Public Invention site users. It will be an interactive tool which will provide more details about projects, share which are current, and advise of which projects to join based on a given skillset or interest.

Resources

Stars

1 star

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages