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docs/awesome/awesome-agi-cocosci.md

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* [Machine Translation Using Abductive Inference](https://www.aclweb.org/anthology/H91-1024.pdf) - ***COLING***, 1990. [[All Versions](https://scholar.google.com/scholar?cluster=15275163177548183539&hl=en&as_sdt=0,5)]. An application of abduction in language translating.
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* [Anomaly detection through explanations](https://dspace.mit.edu/handle/1721.1/129250) - ***Ph.D Dissertation MIT***, 2018. [[All Versions](https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=Anomaly+detection+through+explanations&btnG=)]. An application of abduction in anomaly detection.
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* [Automated Biodesign Engineering by Abductive Meta-Interpretive Learning](https://arxiv.org/abs/2105.07758) - ***AAAI Spring Symposium Series 2021 on Artificial Intelligence for Synthetic Biology***, 2021. [[All Versions](https://scholar.google.com/scholar?cluster=543730388062329581)]. This work proposes an automated biodesign engineering framework empowered by Abductive Meta-Interpretive Learning (MetaAbd), a novel machine learning approach that combines symbolic and sub-symbolic machine learning, to further enhance the design-build-test-learn cycle by enabling the learning machine to 1) exploit domain knowledge and learn human-interpretable models that are expressed by formal languages such as first-order logic; 2) simultaneously optimise the structure and parameters of the models to make accurate numerical predictions; 3) reduce the cost of experiments and effort on data annotation by actively generating hypotheses and examples.
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* [Human Comprehensible Active Learning of Genome-Scale Metabolic Networks](https://arxiv.org/abs/2308.12740) - ***AAAI Spring Symposium Series 2023 on Computational Scientific Discovery***, 2023. [[All Versions](https://scholar.google.com/scholar?cluster=10875437066608527790)]. [[Extended Abstract](http://cogsys.org/symposium/discovery-2023/abstracts/Abstract_3169.pdf)]. [[Slides](http://cogsys.org/symposium/discovery-2023/talks/Ai.pdf)]. This work introduces a novel machine learning framework ILP-iML1515 based on Inductive Logic Programming (ILP) that performs abductive logical reasoning and actively learns from training examples. The ILP-iML1515 framework 1) allows high-throughput simulations and 2) actively selects experiments that reduce the experimental cost of learning gene functions in comparison to randomly selected experiments.

docs/awesome/awesome-angular.md

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* [playwright-ng-schematics](https://github.com/playwright-community/playwright-ng-schematics) - Adds Playwright Test to your Angular project.
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* [docker-ng-cli-karma](https://github.com/trion-development/docker-ng-cli-karma) - Angular docker image capable of running Karma with Chrome.
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* [ngx-playwright](https://github.com/bgotink/ngx-playwright) - Tools to run Playwright e2e tests in an Angular workspace.
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* [Meticulous AI](https://www.meticulous.ai/) - Cover the 1000s of edge cases of your application - without writing or maintaining a single test.
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#### Updating
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docs/awesome/awesome-falsehood.md

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- [The weird world of Windows file paths](https://www.fileside.app/blog/2023-03-17_windows-file-paths/) - “On any Unix-derived system, a path is an admirably simple thing: if it starts with a `/`, it's a path. Not so on Windows.”
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- [Myths about CPU Caches](https://software.rajivprab.com/2018/04/29/myths-programmers-believe-about-cpu-caches/) - Misconceptions about caches often lead to false assertions, especially when it comes to concurrency and race conditions.
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- [Myths about `/dev/urandom`](https://www.2uo.de/myths-about-urandom) - There are a few things about `/dev/urandom` and `/dev/random` that are repeated again and again. Still they are false.
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- [Facts about State Machines](https://github.com/cpressey/Facts-about-State-Machines) - State machines are often misunderstood and under-applied.
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- [Facts about State Machines](https://codeberg.org/catseye/The-Dossier/src/branch/master/article/Facts-about-State-Machines/README.md) - State machines are often misunderstood and under-applied.
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- [Hi! My name is…](https://www.youtube.com/watch?v=NIebelIpdYk) - This talk could have been named *falsehoods about usernames (and other identifiers)*.
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- [Popular misconceptions about `mtime`](https://apenwarr.ca/log/20181113) - Part of a post on why file's `mtime` comparison could be considered harmful.
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- [Rules for Autocomplete](http://jeremymikkola.com/posts/2019_03_19_rules_for_autocomplete.html) - Not falsehoods *per se*, but still a great list of good practices to implement autocompletion.

docs/awesome/awesome-godot.md

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- [SignalVisualizer](https://github.com/Ericdowney/SignalVisualizer) - Displays the current scene's signals and connections in a easy to read graph and tree dock.
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- [Simplified Flight Simulation library](https://github.com/fbcosentino/godot-simplified-flightsim) - A library that helps you create a simple airplane/helicopter/spaceship flight simulator. *(Godot 3 and 4)*
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- [SmartShape2D](https://github.com/SirRamEsq/SmartShape2D) - A 2D terrain tool. *(Godot 3 and 4)*
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- [Talo](https://github.com/TaloDev/godot) - A self-hostable game backend for managing players, leaderboards, stats, saving/loading data and more.
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- [TerraBrush](https://github.com/spimort/TerraBrush) - Minimal Terrain heightmap editor that features sculpting, painting textures, LOD, and MultiZones.
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- [Virtual Joystick](https://github.com/MarcoFazioRandom/Virtual-Joystick-Godot) - A virtual joystick for touchscreens. Simple to use and with useful options. *(Godot 3 and 4)*
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docs/awesome/awesome-slack.md

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<div class="github-widget" data-repo="filipelinhares/awesome-slack"></div>
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## Awesome Slack Communities [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)
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[![Build Status](https://api.travis-ci.org/filipelinhares/awesome-slack.svg)](https://travis-ci.org/filipelinhares/awesome-slack)
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A list of communities about web development and design that are powered by **Slack**.
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## What's Slack
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> Slack is a platform for team communication: everything in one place, instantly searchable, available wherever you go. *- slack.com*
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## Development
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- [Ember](https://ember-community-slackin.herokuapp.com/)
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- [Laravel](https://larachat.co/)
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- [Ruby](https://rubydevelopers.typeform.com/to/l7WVWl)
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- [Front end](https://frontenddevelopers.org/)
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- [Android](https://androidchat.co/)
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- [GO](https://docs.google.com/forms/d/e/1FAIpQLScNsNXbz2SCLH5hVNoZS0C70nPAXv730SW9F3K1g6iVvlcUTg/viewform?fbzx=4754263898376949596)
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- [PHP Chat](https://phpchat.co)
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- [Clojure](http://clojurians.net/)
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- [iOS Developers](https://ios-developers.io/)
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- [Elixir](https://elixir-slackin.herokuapp.com/)
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- [slashrocket](https://slashrocket.io/)
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- [Cordova](http://slack.cordova.io/)
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- [Python Community](https://pythoncommunity.herokuapp.com/)
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- [CFML/ColdFusion](https://cfml-slack.herokuapp.com/)
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## Regional
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- [Australia & New Zealand](http://devanz.co)
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- [Les Pitonneux - Montreal QC Canada](https://pitonneux.slack.com)
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- [Python Brazilian Community](http://slack-pythonbrasil.herokuapp.com/)
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- [Remote workers in Romania](https://github.com/filipelinhares/awesome-slack/blob/master/weworkremotely.slack.com/)
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- [Russian-speaking developers community](https://rusdevs.herokuapp.com/)
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- [Kazan Developers](https://devkzn.slack.com/)
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- [Polish developers](http://slackin.devstyle.pl/)
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- [Spanish-speaking developer communities list](https://github.com/comunidad-tecnologica/awesome-spanish-slack-dev-groups)
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- [Ruby Turkey Community](https://rubytr.herokuapp.com/)
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- [Rochester NY USA Developers (RocDev)](https://rocdev.org/)
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- [Vancouver Developers (yvrdev)](https://yvrdev.slack.com/)
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## Design
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- [Sketch](http://teamsketch.io/)
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- [Design Talks](https://docs.google.com/forms/d/e/1FAIpQLSeKT_LC8kKTzJ4JjmgVQVpfl24i1qBkjJ7TYyQcNHL7fBQkYQ/viewform?c=0&w=1)
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- [Designer Hangout](https://www.designerhangout.co/)
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## Misc
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- [WordPress](https://make.wordpress.org/chat/)
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- [Chit Chats](http://www.chitchats.co/)
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- [The Evangelist Collective](https://github.com/evangelistcollective/)
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- [Psychedelic Chat](http://psychedelicchat.com/)
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- [LGBTQ in Technology](https://lgbtq.technology/)
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- [#Startup](http://startup.chat)
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- [Safelight](http://safelight.herokuapp.com/) - Photography.
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- [DFIR Community](https://rishi28.typeform.com/to/sTbTI8) - Information Security.
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- [First Contributors](https://firstcontributors.slack.com/join/shared_invite/enQtNjkxNzQwNzA2MTMwLTVhMWJjNjg2ODRlNWZhNjIzYjgwNDIyZWYwZjhjYTQ4OTBjMWM0MmFhZDUxNzBiYzczMGNiYzcxNjkzZDZlMDM#/) - Help / mentorship for open source contributors.
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- [IT Pro Community](https://www.electric.ai/it-pro-slack) - Connect and network with IT practitioners and decision-makers
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- [SaaS Community](https://join.slack.com/t/saas-hgv7803/shared_invite/zt-qwvrywyr-8DmSpEzBiSWD2WQuB9r9pw) - Community for SaaS product builders, to discuss the challenges involved.
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- [Developer Marketing](https://marketingto.dev/) - Passionate marketing folks working in API Marketing, developer tooling, or actively marketing to developers.
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## DevOps
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- [Google Cloud Platform](http://bit.ly/gcp-slack)
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- [Kubernetes](http://slack.kubernetes.io/)
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- [DevOps](https://devopschat.co/)
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- [Devop Engineers](https://www.devopsengineers.com/)
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- [SweetOps](https://slack.cloudposse.com/)
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## Looking for more lists like that
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- [Awesome Community](https://github.com/phpearth/awesome-community)
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## Contribute
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Your contributions and suggestions are :heart: welcome. Ensure to read the [guidelines](https://github.com/filipelinhares/awesome-slack/blob/master/CONTRIBUTING.md) first.
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## License
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[![CC0](http://mirrors.creativecommons.org/presskit/buttons/88x31/svg/cc-zero.svg)](https://creativecommons.org/publicdomain/zero/1.0/)
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<div class="github-widget" data-repo="matiassingers/awesome-slack"></div>
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[![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)
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<p align="center">
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<img src="https://raw.githubusercontent.com/matiassingers/awesome-slack/master/awesome-slack-pink.png" alt="Logo" width="200px">
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</p>
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<p align="center">
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<h3 align="center">Awesome Slack</h3>
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</p>
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<p align="center">
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A curated list of awesome, Slack-related things.
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</p>
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***
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An avid Slack user? A developer looking for awesome tools to build out an integration? Just looking for inspiration? This is a list of all the best things Slack.
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## :pencil: &nbsp; Lists
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- [Community-Built Libraries](https://api.slack.com/community) - Slack-curated list of community open-source libraries
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- [Slack App Directory](https://slack.com/apps) - Official directory of publicly available Slack apps
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- [Slack Emojis](https://emoji.gg) - Unofficial directory of custom emojis for Slack
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## :art: &nbsp; Themes
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- [Slack Themes](http://slackthemes.net/) - A Slack sidebar theme browser
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- [Sweet Themes Are Made of These](http://sweetthemesaremadeofthe.se/) - Website for sharing Slack custom palettes
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## :hammer_and_wrench: &nbsp; Libraries and SDKs
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### C&#35;
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- [margiebot](https://github.com/jammerware/margiebot) - A .NET library designed to make building bots for Slack fast, easy, and fun
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- [Slack.Webhooks](https://github.com/nerdfury/Slack.Webhooks) - A library to work with Slack webhooks more easily
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- [SlackAPI](https://github.com/Inumedia/SlackAPI) - A third-party implementation of Slack's API written in C#
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### Erlang
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- [slacker](https://github.com/julienXX/slacker) - Erlang Slack REST API wrapper
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### Go
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- [webhook](https://github.com/adnanh/webhook) - Easily run commands in response to HTTP webhook requests from Slack
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### Java
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- [java-slack-sdk](https://github.com/slackapi/java-slack-sdk) - Slack's official Java framework for building Slack apps
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- [simple-slack-api](https://github.com/Ullink/simple-slack-api) - A Slack client library in Java
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### JavaScript/TypeScript
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- [bolt-js](https://github.com/slackapi/bolt-js) - Slack's official JavaScript framework for building Slack apps
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- [jsx-slack](https://github.com/yhatt/jsx-slack) - Build JSON object for Slack Block Kit surfaces from JSX
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- [node-slack-sdk](https://github.com/slackapi/node-slack-sdk) - Slack's official SDK for Node.js
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- [slack-block-builder](https://github.com/raycharius/slack-block-builder) - Lightweight Node.js library for building Slack Block Kit UIs, with a declarative syntax inspired by SwiftUI
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### PHP
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- [SlackBundle](https://github.com/DZunke/SlackBundle) - SlackBundle for Symfony2
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- [slack-php-app-framework](https://github.com/slack-php/slack-php-app-framework) - Robust PHP framework for building Slack apps in PHP
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- [slack-php-block-kit](https://github.com/jeremeamia/slack-block-kit) - Fluent interface for composing Slack Block Kit messages and modals in PHP
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- [slack-php-socket-mode](https://github.com/slack-php/slack-php-socket-mode) - A Socket Mode implementation for [slack-php-app-framework](https://github.com/slack-php/slack-php-app-framework)
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- [slack-php-slick](https://github.com/slack-php/slack-php-slick) - Dependency-free micro-framework for building Slack apps in PHP
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### PowerShell
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- [PSSlack](https://github.com/RamblingCookieMonster/PSSlack) - PowerShell module for simple Slack integration.
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### Python
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- [blockkit](https://github.com/imryche/blockkit) - A fast way to build Block Kit interfaces in Python
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- [bolt-python](https://github.com/slackapi/bolt-python) - Slack's official Python framework for building Slack apps
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- [django-slack](https://github.com/lamby/django-slack) - Slack integration for Django, using the templating engine to generate messages
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- [django-slack-oauth](https://github.com/izdi/django-slack-oauth) - Slack OAuth module for Django
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- [python-slack-events-api](https://github.com/slackapi/python-slack-events-api) - Slack Events API adapter for Python
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- [python-slack-sdk](https://github.com/slackapi/python-slack-sdk) - Slack's official SDK for Python
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- [slackblocks](https://github.com/nicklambourne/slackblocks) - Python API for building Slack Block Kit messages
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- [slack-php-api](https://github.com/jolicode/slack-php-api) - PHP Slack client based on the official OpenAPI specification
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- [slacker-cli](https://github.com/juanpabloaj/slacker-cli) - Messages to slack from the command line
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- [slashbot](https://github.com/ebrassell/slashbot) - An easy way to create slash commands using AWS Lambda functions
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- [boltworks](https://github.com/YSaxon/boltworks) - Extensions to Slack's bolt framework: expandable GUIs, easier callbacks, richer CLIs
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### R
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- [slackr](https://github.com/hrbrmstr/slackr) - A package to send webhook API messages to Slack channels/users from R
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### Ruby
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- [slack-notifier](https://github.com/stevenosloan/slack-notifier) - A simple wrapper for posting to Slack
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- [slack-notify](https://github.com/sosedoff/slack-notify) - Send notifications to Slack
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- [slack-poster](https://github.com/rikas/slack-poster) - Simple gem to post messages on Slack using webhooks
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- [slack-ruby-block-kit](https://github.com/CGA1123/slack-ruby-block-kit) - A ruby wrapper for Slack's Block Kit
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- [slack-ruby-bot](https://github.com/dblock/slack-ruby-bot) - The easiest way to write a Slack bot in Ruby
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- [slack-ruby-bot-server](https://github.com/slack-ruby/slack-ruby-bot-server) - Ruby library for building Slack applications
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- [slack-ruby-client](https://github.com/dblock/slack-ruby-client) - A Ruby client for the Slack Web and RealTime Messaging APIs
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### Rust
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- [slack-morphism-rust](https://github.com/abdolence/slack-morphism-rust) - A modern async Slack API client for Rust
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### Scala
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- [slack-scala-client](https://github.com/gilbertw1/slack-scala-client) - A Scala Slack client for the Web and RTM API
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### Swift
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- [SwiftBlocksUI](https://github.com/SwiftBlocksUI/SwiftBlocksUI/) - Interactive Slack messages and modals using a SwiftUI-like declarative style
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## :gear: &nbsp; Open-Source Slack Apps and Integrations
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### CoffeeScript
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- [jinora](https://github.com/sdslabs/jinora) - Slack webhook app to create anonymous public channels
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### Java
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- [simple-slack-api](https://github.com/Ullink/simple-slack-api) - A Slack client library in Java
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- [tasks-app](https://github.com/slackapi/tasks-app) - Simple task management app produced by Slack
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### JavaScript/Typescript
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- [definition-app](https://github.com/slackapi/definition-app) - App for storing and accessing company-specific phrases
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- [slack-github-action](https://github.com/slackapi/slack-github-action) - Send data into Slack using this GitHub Action
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- [slack-reporting-tool](https://github.com/slackapi/slack-reporting-tool) - App that allows team members to report offensive messages
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- [tesla-slack](https://github.com/heikkipora/tesla-slack) - Track your Tesla from Slack
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- [tasks-app](https://github.com/slackapi/tasks-app) - Simple task management app produced by Slack
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### PHP
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- [MantisBT-Slack](https://github.com/infojunkie/MantisBT-Slack) - MantisBT plugin to send bug updates to Slack
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- [monolog](https://github.com/Seldaek/monolog) - Sends your logs to Slack
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### Python
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- [slackbot](https://github.com/lins05/slackbot) - A chat bot for Slack
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- [slacker-cli](https://github.com/juanpabloaj/slacker-cli) - Messages to slack from the command line
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- [tasks-app](https://github.com/slackapi/tasks-app) - Simple task management app produced by Slack
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- [wee-slack](https://github.com/rawdigits/wee-slack) - A WeeChat plugin for Slack
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### Ruby
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- [slack-gamebot](https://github.com/dblock/slack-gamebot) - A game bot for Slack
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- [snarkov](https://github.com/gesteves/snarkov) - Sinatra-based Markov bot for Slack
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- [tickbot](https://github.com/barryf/tickbot) - Simple team time tracking reminder
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- [trebekbot](https://github.com/gesteves/trebekbot) - A Jeopardy! bot for Slack
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## :busts_in_silhouette: &nbsp; Contributions
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Contributions are always welcome! Please read the [contribution guidelines](https://github.com/matiassingers/awesome-slack/blob/master/contributing.md) first.
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## :classical_building: &nbsp; License
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[![CC0](https://licensebuttons.net/p/zero/1.0/88x31.png)](http://creativecommons.org/publicdomain/zero/1.0/)
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To the extent possible under law, [Matias Singers](http://mts.io) has waived all copyright and related or neighboring rights to this work.

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