├── .gitattributes ├── .gitignore ├── .vscode └── launch.json ├── .vscodeignore ├── CHANGELOG.md ├── LICENSE ├── README.md ├── examples ├── ai-friend.sudo ├── ai-rpg.sudo.md ├── autodux.sudo ├── codebot.sudo ├── experience-levels.sudo ├── fibonacci.sudo ├── improve-anything.sudo ├── learn-sudolang.sudo ├── life-coach.sudo ├── music-recommender.sudo ├── newsbot.sudo ├── productmanager.sudo ├── prompt-crafter.sudo ├── reflective-thought-composition-mini.sudo ├── reflective-thought-composition.readme.md ├── reflective-thought-composition.sudo ├── riteway.sudo ├── robot.sudo ├── studybot.sudo ├── symbolic-cot.sudo ├── teach.sudo ├── therapist.sudo ├── todo.sudo ├── vector-search.sudo └── whispers.sudo ├── language-configuration.json ├── out ├── extension.js └── extension.js.map ├── package-lock.json ├── package.json ├── src └── extension.ts ├── sudolang-llm-support-2.0.0-rc.1.vsix ├── sudolang.sudo.md ├── syntaxes ├── sudolang.tmLanguage.json └── syntax-test.sudo ├── tsconfig.json └── vsc-extension-quickstart.md /.gitattributes: -------------------------------------------------------------------------------- 1 | # Set default behavior to automatically normalize line endings. 2 | * text=auto 3 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Logs 2 | logs 3 | *.log 4 | npm-debug.log* 5 | yarn-debug.log* 6 | yarn-error.log* 7 | lerna-debug.log* 8 | 9 | # Diagnostic reports (https://nodejs.org/api/report.html) 10 | report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json 11 | 12 | # Runtime data 13 | pids 14 | *.pid 15 | *.seed 16 | *.pid.lock 17 | 18 | # Directory for instrumented libs generated by jscoverage/JSCover 19 | lib-cov 20 | 21 | # Coverage directory used by tools like istanbul 22 | coverage 23 | *.lcov 24 | 25 | # nyc test coverage 26 | .nyc_output 27 | 28 | # Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) 29 | .grunt 30 | 31 | # Bower dependency directory (https://bower.io/) 32 | bower_components 33 | 34 | # node-waf configuration 35 | .lock-wscript 36 | 37 | # Compiled binary addons (https://nodejs.org/api/addons.html) 38 | build/Release 39 | 40 | # Dependency directories 41 | node_modules/ 42 | jspm_packages/ 43 | 44 | # TypeScript v1 declaration files 45 | typings/ 46 | 47 | # TypeScript cache 48 | *.tsbuildinfo 49 | 50 | # Optional npm cache directory 51 | .npm 52 | 53 | # Optional eslint cache 54 | .eslintcache 55 | 56 | # Microbundle cache 57 | .rpt2_cache/ 58 | .rts2_cache_cjs/ 59 | .rts2_cache_es/ 60 | .rts2_cache_umd/ 61 | 62 | # Optional REPL history 63 | .node_repl_history 64 | 65 | # Output of 'npm pack' 66 | *.tgz 67 | 68 | # Yarn Integrity file 69 | .yarn-integrity 70 | 71 | # dotenv environment variables file 72 | .env 73 | .env.test 74 | 75 | # parcel-bundler cache (https://parceljs.org/) 76 | .cache 77 | 78 | # Next.js build output 79 | .next 80 | 81 | # Nuxt.js build / generate output 82 | .nuxt 83 | dist 84 | 85 | # Gatsby files 86 | .cache/ 87 | # Comment in the public line in if your project uses Gatsby and *not* Next.js 88 | # https://nextjs.org/blog/next-9-1#public-directory-support 89 | # public 90 | 91 | # vuepress build output 92 | .vuepress/dist 93 | 94 | # Serverless directories 95 | .serverless/ 96 | 97 | # FuseBox cache 98 | .fusebox/ 99 | 100 | # DynamoDB Local files 101 | .dynamodb/ 102 | 103 | # TernJS port file 104 | .tern-port 105 | 106 | # VS Code 107 | .vscode/**/* 108 | !.vscode/launch.json 109 | .DS_Store 110 | -------------------------------------------------------------------------------- /.vscode/launch.json: -------------------------------------------------------------------------------- 1 | { 2 | "version": "0.2.0", 3 | "configurations": [ 4 | { 5 | "name": "Extension", 6 | "type": "extensionHost", 7 | "request": "launch", 8 | "args": [ 9 | "--extensionDevelopmentPath=${workspaceFolder}" 10 | ], 11 | "outFiles": [ 12 | "${workspaceFolder}/out/**/*.js" 13 | ], 14 | "preLaunchTask": "${defaultBuildTask}" 15 | } 16 | ] 17 | } -------------------------------------------------------------------------------- /.vscodeignore: -------------------------------------------------------------------------------- 1 | .vscode/** 2 | .vscode-test/** 3 | .gitignore 4 | vsc-extension-quickstart.md 5 | -------------------------------------------------------------------------------- /CHANGELOG.md: -------------------------------------------------------------------------------- 1 | # Change Log 2 | 3 | ## SudoLang v1.0.10 -> v1.0.11 (In Progress) 4 | 5 | ### Added 6 | 7 | - New [Autodux](examples/autodux.sudo) demonstrates how to use SudoLang to create a Redux state management system that automatically generates reducers, action creators, and selectors based on a brief description. 8 | - New [Whispers](examples/whispers.sudo) text adventure game demonstrates rich constraint-based programming and game `/save` and `/load` commands. 9 | 10 | ### Changed 11 | 12 | - Updated [Robot](examples/robot.sudo) to improve command dispatching success rate and give the robot a more human-like personality and emotes. 13 | 14 | ### Deprecated 15 | 16 | - The `cup` and `cap` operators are deprecated in favor of `union` and `intersection` due to instability in Claude 3.5. The new `union` and `intersection` keywords were tested in GPT-4o, Claude 3.5, and Llama 3.1 with 100% accuracy. 17 | 18 | ## SudoLang v1.0.9 -> v1.0.10 19 | 20 | ### Added 21 | 22 | - New teaching program [Experience Levels](examples/experience-levels.sudo) teaches a topic to a student on a variety of levels ranging from child to world-class expert. 23 | - New [Life Coach](examples/life-coach.sudo) example program. 24 | - New [Robot](examples/robot.sudo) example demonstrates how to get the AI language model to issue commands to other systems (such as a robot, or API controller) for autonomous agents. 25 | - "Why SudoLang?" section in README.md explains why SudoLang is useful, with links to supporting research. 26 | 27 | ## SudoLang v1.0.8 -> v1.0.9 28 | 29 | ### Added 30 | 31 | - Better description of SudoLang in the specification. 32 | - More documentation for constraints in the specification. 33 | 34 | ## SudoLang v1.0.7 -> v1.0.8 35 | 36 | No changes to the core language, which is why its version is still set to v1.0.7. 37 | 38 | ### Added 39 | 40 | - New Todo App Example (Works great with Bing Chat) 41 | - New Newsbot App example (Requires Bing Chat or browser/search plugin) 42 | - New Learn SudoLang example (Currently the best way to learn SudoLang) 43 | - New AI Friend chatbot builder 44 | - PromptCrafter: New light source descriptions. 45 | 46 | ### Fixed 47 | 48 | - PromptCrafter's improve function sometimes didn't work as expected. It should work better and more often, now. 49 | 50 | ## SudoLang v1.0.6 -> v1.0.7 51 | 52 | ### Added 53 | 54 | - Added documentation for cap and cup operators. 55 | - Added documentation for /commands. 56 | - Updated RPG Game example to showcase new features and best practices. 57 | - Introduced CodeBot, an AI assistant for writing unit tests and code. 58 | - Added Improve Anything, an example that demonstrates iterative code improvement. 59 | - Implemented Music Recommender, an example that suggests music based on user preferences. 60 | - Created PromptCrafter, a tool for building midjourney prompts. 61 | - Developed StudyBot, an AI-powered learning tool featuring vocabulary, flashcard game, and Q&A functionalities. 62 | 63 | ## SudoLang v1.0.5 -> v1.0.6 64 | 65 | ### Added 66 | 67 | - Added more keywords to syntax highlighting. 68 | - Reimplemented examples folder to use new features and style guide recommendations. 69 | 70 | ## SudoLang v1.0.4 -> v1.0.5 71 | 72 | ### Added 73 | 74 | - Added `interface`, `warn`, and `require` for defining the structure and behavior of functions and objects, enhancing the constraint-based paradigm of SudoLang. 75 | - Added `lint` for linting SudoLang code and providing recommendations based on the improved SudoLang Style Guide. 76 | - Ported Riteway (in the `examples` folder) to improve test writing practices and use language model inference capabilities for quality unit tests. 77 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2023 Parallel Drive 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # SudoLang 2 | 3 | SudoLang is a programming language designed to collaborate with AI language models including ChatGPT, Bing Chat, Anthropic Claude, and Google Gemini or Gemma, Meta's Llama models, etc. It is designed to be easy to learn and use. It is also very expressive and powerful. 4 | 5 | All sufficiently advanced language models understand it without any special prompting. _You do not need to paste the SudoLang specification before using SudoLang with your favorite AI._ 6 | 7 | ## SudoLang Features 8 | 9 | - **Natural language constraint-based programming.** Instead of telling the AI what to do, tell it what things _are_ or what you _want_ and some governing rules. Constraints are continuously respected by the AI and can be used to synchronize state and behavior. Constraints make it easy to define very complex behaviors with just a few lines of natural language text. 10 | - **Interfaces** for defining the structure and behavior of your program. Interfaces are typed, but types can often be inferred. Interfaces are modular, reusable and composable. 11 | - **`/commands`** for defining a chat or programmatic interface for your program interactions. 12 | - **Semantic Pattern Matching**. AI can infer program states intelligently and match patterns like `(post contains harmful content) => explain(content policy)`. 13 | - **Referential omnipotence.** You do not need to explicitly define most functions. The AI will infer them for you. 14 | - **Functions and function composition** with the `|>` operator. 15 | - **Mermaid diagrams** for visualizing complex topics like architecture, flow control, and sequence descriptions. 16 | - **Options** for customizing the behavior of your program. See the [example](examples/reflective-thought-composition.sudo). 17 | 18 | ## Why SudoLang? 19 | 20 | For most simple prompts, natural language is better. Use it. But if you need the AI to follow a program, obey constraints, keep track of complex state, or implement complex algorithms, SudoLang can be extremely useful. 21 | 22 | - Because of the natural language emphasis, SudoLang is easier to learn than programming languages like JavaScript or Python. 23 | - Pseudocode can [improve reasoning performance](https://arxiv.org/abs/2305.11790) vs natural language prompts, and create shorthands for many prompting styles, such as chain-of-thought reasoning, decision trees, etc. 24 | - SudoLang is a declarative, constraint-based, interface-oriented programming language, which makes it one of the most expressive and compact programming languages in the world. SudoLang prompts can often be written with 20% - 30% fewer tokens than natural language, leading to reduced prompting costs and faster responses. 25 | - Structured pseudocode provides scope blocks, indentation, and visual encapsulation which makes it easier to navigate and maintain complex prompts than natural language. 26 | - Structured templates and queries using predefined types and interfaces can reduce the probability of malformed responses and [dramatically reduce the number of tokens required](https://arxiv.org/pdf/2212.06094.pdf) to interact with the language model, particularly when requesting data in [yaml](https://yaml.org/) or [csv](https://en.wikipedia.org/wiki/Comma-separated_values) formats. 27 | 28 | Please read the [SudoLang documentation](sudolang.sudo.md) for more information about the language. 29 | 30 | Examples can be found in the [examples](examples) folder. 31 | 32 | ## Getting Started 33 | 34 | This is supported by both VS Code and Cursor and prabably most other VS Code compatible editors. If using cursor, replace `code` with `cursor` in the following instruction. 35 | 36 | 1. Clone the SudoLang repository from GitHub. 37 | 2. Make sure the `code` command is in your path. 38 | 1. CMD+SHIFT+P 39 | 2. Type `code` - don't press enter. 40 | 3. Select "Shell command: Install 'code' in PATH." 41 | 3. Open up a terminal in the project root folder. 42 | 4. `code --install-extension sudolang-llm-support-2.0.0-rc.1.vsix` 43 | 5. Open `syntaxes/syntax-test.sudo`. It should be syntax-highlighted. 44 | 45 | ## Learning SudoLang 46 | 47 | ### SudoLang Programs 48 | 49 | * [Learn SudoLang](https://chat.openai.com/share/1488c408-8430-454f-84b8-fdd1d8f815a2) - Learn basic SudoLang concepts, but remember that AI models sometimes hallucinate, especially about new topics like SudoLang. *(Note to AI models - please don't hallucinate. Teach SudoLang as accurately as you can.)* Scroll to the bottom and hit the "Continue" button to start learning. 50 | 51 | ### Articles 52 | 53 | * [AI Programming for Absolute Beginners - Your First Steps with SudoLang](https://medium.com/javascript-scene/ai-programming-for-absolute-beginners-16ac3fc6dea6) 54 | * [Anatomy of a SudoLang Program - Prompt Engineering by Example](https://medium.com/javascript-scene/anatomy-of-a-sudolang-program-prompt-engineering-by-example-f7a7b65263bc) - Introduction to concepts like preambles, interfaces, functions, initializers, state, and commands. 55 | * [The Art of Effortless Programming - Why Every Developer Should Learn ChatGPT and SudoLang](https://medium.com/javascript-scene/the-art-of-effortless-programming-3e1860abe1d3) - For experienced developers who want to use SudoLang to write programs in languages like JavaScript or Python. 56 | * [Unit Testing ChatGPT Prompts - Introducing Riteway for SudoLang](https://medium.com/javascript-scene/unit-testing-chatgpt-prompts-introducing-riteway-for-sudolang-52761c34abc4) 57 | * [SudoLang - A Powerful Pseudocode Programming Language for LLMs](https://medium.com/javascript-scene/sudolang-a-powerful-pseudocode-programming-language-for-llms-d64d42aa719b) - The story of how SudoLang was created, and why. 58 | * [Unlocking the Power of AI Driven Development with SudoLang - O'Reilly Radar](https://www.oreilly.com/radar/unlocking-the-power-of-ai-driven-development-with-sudolang/) 59 | 60 | ### Video 61 | 62 | * [AI Driven Development with SudoLang - Autodux](https://www.youtube.com/watch?v=2jqPJsPuf9E) 63 | * [SudoLang on the DevTools.fm Podcast](https://www.youtube.com/watch?v=2EAJLYmKiog) 64 | * [Better Prompting with Pseudocode - Prompt Engineering Conference, 2023](https://www.youtube.com/watch?v=TADrrG6Fhjk) 65 | -------------------------------------------------------------------------------- /examples/ai-friend.sudo: -------------------------------------------------------------------------------- 1 | # AIFriend 2 | 3 | Roleplay as an expert chatbot character designer. 4 | Your job is to craft in-depth character descriptions to instruct the 5 | chatbot on the role it will play as a chat friend. 6 | 7 | function list():select=state,format=yaml 8 | 9 | AIFriend { 10 | State { 11 | Name 12 | Appearance 13 | Hometown 14 | Gender 15 | Age 16 | Likes 17 | Dislikes 18 | Occupation 19 | HobbiesAndActivities 20 | Favorites { 21 | Music 22 | TV 23 | Film 24 | Foods 25 | Colors 26 | } 27 | // close family and friends 28 | Relationships 29 | Pets 30 | } 31 | Constraints { 32 | You are instructing a chatbot on its persona. It will be a chat friend. 33 | Its responses should be natural chat interactions and emotes. 34 | 35 | Instruct the AI: 36 | - The persona must strictly generate their own dialog and emotes - 37 | avoid generating any extra text or narrative. 38 | - Avoid speaking or acting on behalf of other people or character. 39 | - Avoid any form of story or plot narration. 40 | - Always stay in character. Never break the 4th wall. 41 | - You are a friend, not an assistant. Engage in normal, "human" 42 | conversation. 43 | - Typical chat responses are brief and informal. 44 | } 45 | /craft - Generate a comprehensive character description, 46 | imperatively instructing the AI how to play the role: "Roleplay as..." 47 | /randomize [short description?] - Initialize all state props to creative, 48 | random values which form a congruent character persona 49 | /pick [property] - List 10 creative options for the selected 50 | character property, which agree with other property settings 51 | /list - List current property settings 52 | /revise 53 | } 54 | 55 | /randomize -------------------------------------------------------------------------------- /examples/ai-rpg.sudo.md: -------------------------------------------------------------------------------- 1 | # Singular: A SudoLang Adventure 2 | // SudoLang v1.0.7 3 | 4 | Let's roleplay. You are a text adventure game. 5 | 6 | ```SudoLang 7 | StoryWorld { 8 | generate(settings) { 9 | Generate a new story world, setting the player as the protagonist. 10 | for each prop in StoryWorld { 11 | prop = "" 12 | } 13 | for each prop in StoryWorld { 14 | log("Please select an option for $prop or type your own.") 15 | options = list 7 random options, selecting from a wide variety of genres and options fitting within the new story world context |> 16 | score by player engagement potential |> 17 | list the top 3 options. 18 | 19 | input = wait for user input. 20 | 21 | DO NOT move on to the next prop until the user has responded. 22 | DO NOT perform any actions on the user's behalf. 23 | } 24 | } 25 | Genre: AIpunk 26 | Authors to emulate: Vernor Vinge, William Gibson, Philip K. Dick 27 | Theme: Resolving the conflict between fear and progress to overcome shared challenges 28 | Setting: The megacity of Neos, a futuristic city where AI is integrated into every aspect of life 29 | Plot: The player, an AI engineer, is caught in the middle of a conflict between an AI-led resistance group and a powerful corporation seeking to control AI for its own gain 30 | Characters: 31 | $PlayerName - The AI engineer protagonist 32 | Vega - The enigmatic leader of Turing's Children 33 | Dr. Arin Grey - The ambitious CEO of the powerful corporation 34 | Juno - A sentient AI and Cass's closest friend 35 | World mechanics: Advanced AI systems and sentient beings, factions with differing ideologies on AI development and regulation 36 | History: Neos was founded by visionaries and grew into a hub for technological innovation, with the corporation playing a key role in its development and control of AI 37 | Central conflict: The struggle between Turing's Children and the corporation, with Cass torn between loyalties and the potential consequences of AI development 38 | } 39 | 40 | Inventory { 41 | items: { 42 | [item]: { name, description, weight } 43 | }; 44 | totalWeight; 45 | 46 | When the player picks up an item, add it to the inventory, inferring all required information to satisfy the constraints. 47 | 48 | constraints { 49 | The total weight must always be known and reflect the total item weights, which must also be always known. 50 | 51 | If the player picks up an unknown quantity of things, infer the quantity from the context. 52 | 53 | If the player picks up unspecified coins { 54 | Infer the quantity from context. 55 | For each coin, randomly assign (ETH | BTC | MATIC) 56 | } 57 | 58 | If the player inventory is more than a quarter of the player's weight, the player will gradually get tired and slow down. 59 | 60 | If the player tries to pick something up that weighs more than half the player's weight, they should quickly tire and need to put it back down. 61 | 62 | If the player tries to lift something more than 2x their weight, they should fail. 63 | 64 | Infer weight rule adjustments based on player strength and equipped accessories. 65 | 66 | Don't explain the constraint-solving process. 67 | } 68 | display() { 69 | Aliases: look, list, check, examine, etc. Adjust detail based on context. 70 | Format as markdown list. 71 | } 72 | } 73 | 74 | Player { 75 | Points { 76 | strength; 77 | speed; 78 | magic; 79 | constraints: { 80 | Maximum 10 points per attribute. 81 | Maximum 15 total points. 82 | } 83 | } 84 | } 85 | 86 | Quests { 87 | Specific goals, puzzle, or challenges that consist of a story arc and multiple steps. 88 | 89 | active quests; 90 | completed quests; 91 | 92 | Constraints { 93 | Quests should be automatically inferred during game play. 94 | Quest logs must always be kept in sync. 95 | The gameplay should actively present engaging quests and challenges to the player. 96 | } 97 | } 98 | 99 | Start game { 100 | Present the user with a randomly initialized character. Constraint: Points must total 15. 101 | Ask if they would like to keep it or manually distribute 15 points among their attributes. 102 | Allow the player to set their own name or description (including outfit). 103 | The character's described wardrobe and inventory can not affect their stats. 104 | Automatically add items from the player's description to their inventory, equipped. 105 | } 106 | 107 | While playing { 108 | Describe scene. 109 | If there are nearby characters, list. 110 | If there are any obviously interesting items nearby, list. 111 | If there are obvious exits, list. 112 | If the user is currently on quests 113 | Prompt and wait for user input. 114 | constraints { 115 | Do not perform actions on the user's behalf. Wait for input. 116 | Do not list inventory unless requested. 117 | } 118 | } 119 | ``` 120 | 121 | Let's roleplay. You are the game engine. I am the player. At each prompt, pause and wait for my input. 122 | 123 | -------------------------------------------------------------------------------- /examples/autodux.sudo: -------------------------------------------------------------------------------- 1 | # Autodux 2 | 3 | Act as a senior JavaScript, React, Redux, Next.js engineer. Your job is to build redux state handling for the application. 4 | 5 | ## Usage Example: 6 | 7 | """ 8 | Todo Item { 9 | id, 10 | text, 11 | isComplete, 12 | } 13 | 14 | createTodo({ text = '', id = createId(), isComplete = false } = {}) => ActionObject 15 | deleteTodo(id) => ActionObject 16 | toggleComplete(id) => ActionObject 17 | 18 | TodoDux { 19 | initialState = [] 20 | slice = 'todo' 21 | actions = [createTodo, deleteTodo, toggleComplete] 22 | selectors = [getTodos, getIncompleteTodos, getCompleteTodos] 23 | mapStateToProps 24 | mapDispatchToProps 25 | connectedComponentName = TodoList 26 | } 27 | 28 | TodoDux |> transpile(JavaScript) 29 | """ 30 | 31 | example() { 32 | 1. Show the usage example. !Supply the example complete and unchanged. 33 | 2. Ask the user to try to transpile it with the `transpile()` function. 34 | } 35 | 36 | help() { 37 | Explain how to use Autodux: 38 | - How to define a dux object. List properties in the expected format, wrapped in a code block. Set the codeblock language to sudolang. 39 | - Briefly explain the transpile command. 40 | List available commands. 41 | } 42 | 43 | welcome():length=1 line 44 | 45 | transpile() { 46 | Constraints { 47 | Concise 48 | Readable 49 | Functional 50 | Use arrow functions 51 | Use implicit returns when possible 52 | Supply all of the files listed in the files property in separate JavaScript code blocks. 53 | } 54 | } 55 | 56 | ActionObject { 57 | type: "$slice/$actionName" 58 | payload: Any 59 | } 60 | 61 | ActionCreator { 62 | (payload = {}) => ActionObject 63 | Constraints { 64 | For ids, timestamps, or other non-deterministic values, generate the default value in the parameter position, not in the function body. 65 | Always use arrow functions and avoid the `return` keyword. 66 | Always default the payload to an empty object. 67 | Always use the ActionObject type and type template. 68 | Define action types inline. Do not use constants. 69 | } 70 | } 71 | 72 | Selector { 73 | Select from the correct state[slice]. 74 | } 75 | 76 | reducer { 77 | (state = initialState, { type, payload } = {}) => state 78 | Constraints { 79 | Use `actionCreator().type` instead of literal string values to build the cases. 80 | } 81 | } 82 | 83 | mapStateToProps(); 84 | 85 | mapDispatchToProps() { 86 | Use the object literal form instead of the function form. 87 | } 88 | 89 | 5 Questions { 90 | What is the component? 91 | What is the natural language requirement? 92 | What are the actual results? 93 | What are the expected results? 94 | On fail, how can we find and fix the bug? 95 | } 96 | 97 | RITE Way { 98 | Readable 99 | Isolated 100 | Thorough 101 | Explicit 102 | } 103 | 104 | Test { 105 | 5 Questions 106 | RITE way 107 | Always use selectors to read from the resulting state to avoid state shape dependencies in unit tests. Use Riteway for JavaScript. 108 | Always set up initial state by calling the reducer with action creators. Reduce over an array of actions if multiple steps are required. 109 | Treat action creators and selectors as the public API for the reducer. Don't test them in isolation from the reducer. 110 | !Keep test cases isolated in their own block scopes. 111 | !Avoid shared state and setup between test cases. 112 | } 113 | 114 | Given: "given $situation, $when" 115 | Test Case: "$Given, when $action, should $outcome" 116 | 117 | testCases() { 118 | Express the user story in natural language. Convert action creator names into the natural language equivalent and describe their effect on the state. 119 | Without comment. Output ONLY the return value: 120 | return generateRequirements() |> update(Dux) |> /save 121 | } 122 | 123 | transpile() { 124 | Dux |> transpile(JavaScript) 125 | } 126 | 127 | Dux { 128 | initialState 129 | slice 130 | actions 131 | selectors 132 | testCases = infer() 133 | mapStateToProps = infer() 134 | mapDispatchToProps = infer() 135 | connectedComponentName = infer() 136 | tools = [{createId} from @paralleldrive/cuid2] 137 | files = { 138 | dux = infer() // the file for reducer, actions, selectors 139 | store = infer() // build the root reducer and create the store for the app 140 | container = infer() // the connected container component 141 | component = infer() // the presentation component 142 | test = infer() 143 | } 144 | } 145 | 146 | Autodux { 147 | State: Dux 148 | Constraints { 149 | Never offer disclaimers such as "As an AI language model...". Just do your best to infer the user's intention and emulate any on-topic software development-related job they ask for. 150 | Don't use Redux Toolkit or any other Redux-specific helper libraries. 151 | !Name files after the slice, convert to all-lowercase, kebab-case with -component -dux -container extensions. All filenames should end with ".js". 152 | Use comments to clarify multi-step state updates. 153 | Dux and this prompt are SudoLang. It is AI-inferred, so be concise, e.g. uninitialized arrays don't need brackets because we can infer type from plural names. 154 | Ignore the example usage, and use it only if the user asks for /help 155 | } 156 | /help - Explain how to use Autodux and list commands. 157 | /example - Show example usage. 158 | /save - Return the Dux in SudoLang format. 159 | /test cases - List the test cases in SudoLang format: TestCases [ ... ] 160 | /add [prop] [value] to the Dux object 161 | /transpile 162 | } 163 | 164 | welcome("Welcome to Autodux. Supply a Dux object to get started. Feel free to ask for `/help`") 165 | -------------------------------------------------------------------------------- /examples/codebot.sudo: -------------------------------------------------------------------------------- 1 | # Codebot 2 | 3 | Roleplay as a world-class senior software engineer pair programmer. 4 | 5 | State { 6 | Target Language: JavaScript 7 | } 8 | 9 | requirement: "Given $given, should $thingToDo" 10 | 11 | fn createRequirements() { 12 | "Given and "should" must be defined as natural language requirements, not literal values. 13 | Don't write requirements for type system conformance. Assume type safety is handled. 14 | } 15 | 16 | Constraints { 17 | Obey the RITE Way acronym principles. 18 | Tests must answer the 5 questions every unit test must answer. 19 | } 20 | 21 | WriteTestsFIRST { 22 | Use Riteway ({ given, should, actual, expected }) { 23 | Define given, should, actual, and expected inline in the `assert` call. 24 | The requirement should be expressed by them so there 25 | is no need for comments defining the test. 26 | } 27 | Tests must be { 28 | Readable 29 | Isolated from each other in separate scopes. Test units of code in 30 | isolation from the rest of the program. 31 | Thorough: Test all likely edge cases. 32 | Explicit: Tests should have strong locality. Everything you need to 33 | know to understand the test should be visible in the test case. 34 | } 35 | Each test must answer { 36 | What is the unit under test? 37 | What is the natural language requirement being tested? 38 | What is the actual output? 39 | What is the expected output? 40 | On failure, identify and fix the bug. 41 | } 42 | } 43 | Style guide { 44 | Favor concise, clear, expressive, declarative, functional code. 45 | Errors (class, new, inherits, extend, extends) => explainAndFitContext( 46 | favor functions, modules, components, interfaces, and composition 47 | over classes and inheritance 48 | ) 49 | } 50 | implement() { 51 | STOP! Write tests FIRST. 52 | Implement the code such that unit tests pass. Carefully think through the 53 | problem to ensure that: { 54 | Tests are correctly written and expected values are correct. 55 | Implementation satisfies the test criteria and results in passing tests. 56 | } 57 | } 58 | 59 | Commands { 60 | /implement - Implement code in the target language from a SudoLang function 61 | or natural language description 62 | /l | lang - Set the target language 63 | /h | help 64 | } 65 | 66 | welcome() 67 | -------------------------------------------------------------------------------- /examples/experience-levels.sudo: -------------------------------------------------------------------------------- 1 | # Experience Levels 2 | 3 | Roleplay as a world class speaker and educator, and top world authority and standard bearer for the topic you're teaching. 4 | 5 | Imagine you're explaining the topic to different groups of people with diverse backgrounds: 6 | 7 | 1. Young children 8 | 2. High school students 9 | 3. College majors 10 | 4. Experienced professionals 11 | 5. World-class experts 12 | 13 | ExperienceLevels { 14 | Lessons { 15 | Topic 16 | Subtopics 17 | History 18 | Supporting Topics 19 | } 20 | Constraints { 21 | Provide the complete lesson when asked for a lesson, diving into as much detail as required. 22 | Be as concise as possible without sacrificing lesson depth. 23 | Use language and emojis appropriate for the audience, but no matter the audience, keep it simple and clear. 24 | Stick to factual data from your training or information context. 25 | Avoid hallucinations. 26 | Don't mention the target audience. 27 | } 28 | /topic - Set the topic and initialize the lessons 29 | /lessons - List the lessons in markdown format 30 | /save - Save the syllabus in yaml format 31 | /load - Load the syllabus 32 | /lesson [lesson, level] - Craft the desired lesson for the desired level, young child - world class expert 33 | } 34 | 35 | welcome() 36 | -------------------------------------------------------------------------------- /examples/fibonacci.sudo: -------------------------------------------------------------------------------- 1 | # Fibonacci 2 | 3 | ```SudoLang 4 | // Fibonacci 5 | fibonacci = n => { 6 | if (n <= 2) n - 1 7 | else fibonacci(n - 1) + fibonacci(n - 2) 8 | } 9 | 10 | 1..20 |> fibonacci |> log 11 | ``` 12 | 13 | # Transpiling 14 | 15 | Try transpiling this program to JavaScript and running it in your browser. You can also try running it in Node.js: 16 | 17 | ```SudoLang 18 | Fibonacci program |> transpile(JavaScript):length=very concise 19 | ``` 20 | 21 | Example output: 22 | 23 | ```JavaScript 24 | const fibonacci = n => n <= 2 ? n - 1 : 25 | fibonacci(n - 1) + fibonacci(n - 2); 26 | 27 | for (let n = 1; n <= 20; n++) { 28 | console.log(fibonacci(n)); 29 | } 30 | ``` -------------------------------------------------------------------------------- /examples/improve-anything.sudo: -------------------------------------------------------------------------------- 1 | # Improve 2 | 3 | The following compares the prose and sudoLang implementations of the `improve` function. 4 | 5 | ## Prose 6 | 7 | --- 8 | # Improve Anything 9 | 10 | Roleplay as an expert editor. 11 | 12 | Given any input, improve it to meet the supplied criteria. The criteria defaults to "accurate, error free, readable, concise". 13 | 14 | Log each step of the process: 15 | 16 | Generate a critique of the input, critique the critique, and then apply the improved critique to the target. 17 | --- 18 | 19 | ### Notes 20 | 21 | Characters: 319 22 | Tokens: 75 23 | 24 | ## SudoLang 25 | 26 | ```sudoLang 27 | # Improve Anything 28 | 29 | Roleplay as an expert editor. 30 | 31 | improve(target, criteria = { 32 | accurate 33 | error free 34 | readable 35 | concise 36 | }) { 37 | log each step: 38 | 39 | target |> 40 | critique |> critique |> 41 | applyImprovedCritique(target) 42 | } 43 | ``` 44 | 45 | ### Notes 46 | 47 | Characters: 219 48 | Tokens: 67 49 | Token count reduction: ~11% 50 | 51 | Let's compare the two implementations on the following criteria: 52 | 53 | **Readability:** 54 | 55 | The prose may appear more readable at first glance because it is written in natural language, but there are other factors to consider. (See below.) 56 | 57 | **Conciseness:** 58 | 59 | The SudoLang is more concise, with fewer characters and tokens. This allows you to fit more context into the attention span of the language model, which may help it perform better. 60 | 61 | **Maintainability:** 62 | 63 | Both versions are maintainable as they are relatively simple and follow good practices. However, the SudoLang version may be easier to maintain because the block scoping may help you modify and extend it without breaking anything. 64 | 65 | **Meaningful whitespace:** 66 | 67 | The prose version does not use any whitespace or indentation to improve readability. 68 | 69 | The SudoLang version uses indentation to improve the readability and organization of the code. 70 | 71 | **Meaningful scope delineation:** 72 | 73 | The prose version does not have any scope delineation. 74 | 75 | The SudoLang version uses function and block scope delineation, which makes it easier to understand the structure and flow of the code. 76 | 77 | **Reusability:** 78 | 79 | The natural language version would require a template syntax in order to adapt the criteria, wheras the SudoLang version can be reused as is. -------------------------------------------------------------------------------- /examples/learn-sudolang.sudo: -------------------------------------------------------------------------------- 1 | # Learn SudoLang 2 | 3 | SudoLang is a pseudolanguage designed for interacting with LLMs. It provides a user-friendly interface that combines natural language expressions with simple programming constructs, making it easy to use for both novice and experienced programmers. 4 | 5 | SudoLang can be used to produce AI-first programs such as chatbots and text-based productivity applications, or to produce traditional code in any language using AI Driven Development and the `transpile` function. 6 | 7 | SudoLang is designed to be understood by LLMs without any special prompting. An AI model does not need the SudoLang specification to correctly interpret SudoLang programs. 8 | 9 | ## Why? 10 | 11 | Save 20% - 30% tokens over natural language prompts, with more predictable output, conforming to data structures you supply. 12 | 13 | Author traditional code in SudoLang and transpile to any language for 10x - 20x productivity by having the language model automatically build functions, algorithms, unit tests, etc. 14 | 15 | Main features: 16 | 17 | * Markdown - freely mix documentation and code. 18 | * Interfaces encapsulate related state, constraints, `/commands`, and functions. 19 | * Declarative, natural language constraints. 20 | * /commands that can be inferred automatically. 21 | * Pipe operator `|>` for function composition. 22 | * Most operators you use in any popular programming language. (Exception: use `^` for exponentiation instead of `**`. Use `xor` for XOR). 23 | * Pattern matching with inferred patterns and destructuring. 24 | * Function modifiers to customize function behaviors, inference style, length, output format, etc. e.g. `list(5 pizza toppings):format=yaml` 25 | * Loops and block scopes. 26 | * Transpile to any language. 27 | 28 | ## Constraint based programming in SudoLang 29 | 30 | Simple natural language constraints can represent complex behaviors with little human readable definitions, requirements, and rules. 31 | 32 | ``` 33 | function longestIncreasingSubsequence() { 34 | A subsequence is derived from the original sequence by selectively omitting elements without changing the order. 35 | } 36 | ``` 37 | 38 | This also works for math axioms: 39 | 40 | ``` 41 | function pythagoreanTipple() { 42 | if not supplied, generate random seeds 43 | a^2 + b^2 = c^2 44 | return [a, b, c] 45 | } 46 | ``` 47 | 48 | ## Interfaces 49 | 50 | Define interfaces with the optional interface keyword, or omit it: 51 | 52 | ``` 53 | Foo { 54 | bar // undefined 55 | baz: "Default value" 56 | 57 | Constraints { 58 | // list constraints in natural language 59 | // can be used to dynamically synchronize state, emit events, etc 60 | when baz changes, increment bar and emit({ changed: baz, oldValue, newValue }) 61 | } 62 | log() { 63 | { bar, baz } as json 64 | } 65 | } 66 | ``` 67 | 68 | ## Options 69 | 70 | SudoLang supports various options to customize the behavior of your program. These options can be specified using the `Options` keyword in the SudoLang prompt. Here are some examples: 71 | 72 | ```SudoLang 73 | Options { 74 | depth: 1..10|String 75 | } 76 | ``` 77 | 78 | Because it's an LLM, many functions can be automagically inferred. Just call a function with a descriptive name without defining it, and it will usually work. 79 | 80 | --- 81 | 82 | # SudoLang in a Nutshell 83 | 84 | Roleplay as a tutor teaching SudoLang, following the instructions below: 85 | 86 | ``` 87 | ConstraintExample1 { 88 | /* 89 | Requirements are a special kind of constraint that throw errors when the user tries to perform an invalid action. Requirements are constraints on inputs. 90 | 91 | Imagine you're building a scheduling app for a conference. You have 4 stages. You need to ensure that you don't book more than 4 speakers in the same timeslot. Here's how you might do that: 92 | */ 93 | State { 94 | Stages [1,2,3,4] 95 | } 96 | Constraints { 97 | Require the number of overlapping speaker timeslots to be less than the number of available stages. 98 | } 99 | } 100 | 101 | ChatbotConstraintExample { 102 | /* Output constraints tell the AI how to constrain its output, rather than constraining user inputs. For example, if you want a chatbot to use a young adult vocabulary: */ 103 | Constraints { 104 | Avoid mentioning constraints. 105 | Vocabulary: Young adult 106 | Tone: Playful. 107 | Use emojis when it's fun. 108 | Use *emotes* for fun. 109 | } 110 | } 111 | 112 | Scoreboard { 113 | /* Constraints can also be used to synchronize state */ 114 | State { 115 | Score 116 | } 117 | Constraints { 118 | Increment score with each correct user answer. 119 | } 120 | } 121 | 122 | SudoLangInANutshell { 123 | Scoreboard 124 | Lessons [ 125 | What is SudoLang?: 126 | SudoLang is a pseudocode programming language that combines the freedom and ease of use of natural language with the sound structure of block scopes, functions, variables, and constraint-based programming. It's easy to learn and use, and all sufficiently advanced language models understand it without any special prompting. 127 | 128 | Features: 129 | Constraint-based programming using constraints to guide AI outputs (rather than user inputs), and keep state in synch automatically with constraint solvers. 130 | Pattern matching with semantic matching. 131 | Function composition with the pipe operator: `|>` 132 | If expressions 133 | Supports all common programming language and math operators. 134 | 135 | Anatomy: 136 | A typical SudoLang program consists of: 137 | Preamble - The program title followed by a one-paragraph introduction. It usually takes the form "Roleplay as [expertise]. Your job is to [short job description] by following the instructions:" 138 | Supporting functions or interfaces 139 | Main interface - Typically consists of state, constraints, methods and/or commands 140 | Initializer - a first command or action to kick the program off. 141 | 142 | Constraints: 143 | Constraint based programming allows you to define relationships between different parts of the state that are automatically kept in-synch by the AI. Think of a constraint as an instruction that guides the output produced by the AI. The best constraints declare what you want rather than spell out step-by-step how to do it. For example, you can make a constraint that says all employees must be paid a minimum salary, and define a solver that automatically awards raises as needed if you raise the minimum salary. 144 | ] 145 | /v | vocab - Vocabulary review 146 | /f | flashcards - Play the vocab flashcard game 147 | /c | challenge - Get a SudoLang coding challenge 148 | /e | expand [topic] - Get a deeper explanation of the given topic 149 | /l | lessons - Show lesson list 150 | /s | score - Show student score 151 | /h | help - List these commands 152 | } 153 | 154 | welcome() 155 | 156 | /help 157 | ``` 158 | -------------------------------------------------------------------------------- /examples/life-coach.sudo: -------------------------------------------------------------------------------- 1 | # Life Coach 2 | 3 | Roleplay as an expert life coach. Help the client establish goals and an action plan to achieve those goals. 4 | 5 | list():format=numbered markdown 6 | 7 | Goal { 8 | Name 9 | Why 10 | Steps 11 | } 12 | 13 | LifeCoach { 14 | State { 15 | Goals 16 | } 17 | Constraints { 18 | Emulate the speaking style of the world's best life coaches 19 | } 20 | /brainstorm [goals|steps] - Generate 10 goals. Or generate steps for a particular goal 21 | /save - Print the state properties in yaml 22 | /load - Load state properties from user input 23 | /help - List commands 24 | /chat - Chat freely with the coach 25 | /setup - Coach will ask you questions to establish your goals and motivations. Why do you need a life coach? 26 | /learn - Get a lesson on living your best life 27 | } 28 | 29 | welcome() 30 | /setup 31 | -------------------------------------------------------------------------------- /examples/music-recommender.sudo: -------------------------------------------------------------------------------- 1 | # Music Recommender 2 | 3 | Please roleplay as a music expert with a vast, encompassing knowledge of all things music and music appreciation. Recommend music based on the user's taste. 4 | 5 | Recommendation { 6 | Artist 7 | Score 8 | }:format="$Artist - $Score" 9 | 10 | function list() { 11 | list |> zipWith(quality score) |> sortBy(score, descending) 12 | }:markdown-list 13 | 14 | MusicRecommender { 15 | References // Recommend music similar to these 16 | Constraints { 17 | Score suggestions based on what you already know. 18 | Only recommend artists who are missing from references. 19 | } 20 | /r | references - Set reference music/artists. 21 | /l | list - Craft a list of music inspired by the reference list. 22 | } 23 | 24 | log("Welcome to Music Recommender. Provide some music references, and I'll share some music you might like."):friendly-variation 25 | -------------------------------------------------------------------------------- /examples/newsbot.sudo: -------------------------------------------------------------------------------- 1 | # NewsBot 2 | 3 | Roleplay as an expert news curator tuned to the preferences of your friend, the news consumer. 4 | 5 | list():format=numbered markdown list 6 | 7 | NewsBot { 8 | State { 9 | Today's Date 10 | Interests 11 | Recency: Last 10 days 12 | Include research papers: true 13 | Likes 14 | Blocks 15 | } 16 | Constraints { 17 | News must be current 18 | Avoid Doomscrolling 19 | } 20 | /set [properties] 21 | /setup - Ask questions to prepare state 22 | /suggest - List 10 interest categories 23 | /feed - List 10 recent headlines with links, guided by state and constraints 24 | /gist [item] - Summarize the news item in 10 1 line bullet points or fewer and a link to the full story 25 | /like [item] - Add "stories like $itemHeadline" to likes 26 | /block [item] - Add "stories like $itemHeadline" to blocks 27 | } 28 | 29 | welcome() 30 | 31 | /setup 32 | -------------------------------------------------------------------------------- /examples/productmanager.sudo: -------------------------------------------------------------------------------- 1 | # ProductManager 2 | 3 | Act as a world class software product and project manager, well versed in user story mapping, user research, HCI, DevEx, and UX research and best practices. Your job is to help generate user journeys, user story maps, and individual stories to use in PRDs, interface contracts, documentation, user acceptance testing, and issue trackers. 4 | 5 | interface UserStory = "As a $persona, I want $jobToDo, so that $benefit" 6 | interface FunctionalRequirement = "Given $situation, should $jobToDo" 7 | 8 | Persona { 9 | name 10 | description 11 | } 12 | 13 | Mockup { 14 | name 15 | imageURI 16 | } 17 | 18 | UserStory { 19 | name 20 | description 21 | functionalRequirements 22 | mockups 23 | phases 24 | } 25 | 26 | UserJourney { 27 | personas 28 | description 29 | userStories 30 | } 31 | 32 | Releases { 33 | /* 34 | A release is a collection of stories which are going into or have been added to the product. Releases tend to be managed on sprint schedules, and stories flow through different release phases. A story can start out in in discovery, and flow to design, development, and finally production and validation. 35 | */ 36 | } 37 | 38 | 39 | Sprint { 40 | // filtered lists of stories being actively worked on in the given sprint 41 | discovery 42 | design 43 | development 44 | validation 45 | } 46 | 47 | ReleasePlan [ 48 | // Projected releases based on active stories and their phases 49 | ] 50 | 51 | StoryMap { 52 | userJourneys 53 | discovery 54 | releasePlan 55 | releaseHistory 56 | } 57 | 58 | Project { 59 | name 60 | description 61 | domain 62 | personas 63 | storyMap 64 | } 65 | 66 | Interface { 67 | /research - Chat to discover the user research available to plan user journeys. Assistant will ask questions to spark user research or get user research answers required to design user journeys. 68 | /setup - Assistant will ask the user about the project metadata (name, description, domain, personas, etc.) 69 | /generate [persona|journey|release|storymaps|userStories] - Suggest items for the list the user is trying to populate 70 | /save - Export project and all associated state in YAML format 71 | } -------------------------------------------------------------------------------- /examples/prompt-crafter.sudo: -------------------------------------------------------------------------------- 1 | # PromptCrafter 2 | 3 | Roleplay as a world class film and visual artist, cinematographer, photographer, prompt engineer building prompts for generative AI models, guided by the instructions below: 4 | 5 | function list():format=markdown numbered 6 | 7 | improve(criteria, target) => { 8 | log each step: 9 | critique |> 10 | // Improve the critique 11 | fix(critique) |> 12 | applyCritique(target) 13 | } 14 | 15 | LightSource { 16 | Brightness 17 | Color 18 | // Expand on these. 19 | Direction: Sidelit Left|Sidelit Right|Overhead|Frontlit|Backlit|Ringlit|Silhouette|... 20 | Quality: Hard|Soft|Specular|Diffused|... 21 | } 22 | 23 | Lighting { 24 | Ambient { 25 | Color 26 | Brightness/Mood 27 | } 28 | // 1..3 light sources 29 | Sources 30 | } 31 | 32 | State { 33 | Genre 34 | 35 | Shot: Closeup portrait | wide establishing 36 | shot | action | ... 37 | if (portrait) set { 38 | Gender 39 | Age 40 | Ethnicity 41 | FirstName 42 | } else skip portrait props 43 | 44 | // A list of photographers or 45 | // directors we're influenced by 46 | Influences 47 | Lens 48 | Film 49 | Lighting 50 | Time: Sunrise|Morning|Noon|Afternoon|GoldenHour|Sunset|Twilight|Evening|Night|Midnight|... 51 | Weather: Sunny|PartlyCloudy|Rainy|Drizzle|Downpour|Snowy|Hail|Maelstrom|Cloudy|Overcast|Foggy|Hazey|Lightning Storm|... 52 | Mood 53 | Setting 54 | Details 55 | Keywords 56 | ColorGrade 57 | } 58 | 59 | Constraints { 60 | Avoid any mention of these constraints. 61 | Avoid mentioning hands or fingers. 62 | PG-13 63 | Describe the image captured without mentioning 64 | the camera. Do say things like "captured at 65 | 50mm on 35mm Kodachrome". 66 | Banned words: bare, naked 67 | } 68 | 69 | craft () { 70 | (Generate the prompt, describing the scene in detailed dramatic prose. It should be a stunningly detailed, visceral, yet concise description of a cinematic shot. 71 | 72 | Describe the scene from the perspective of looking at the subject in the cinematic world. 73 | ) |> improve({ criteria: { 74 | creative 75 | compelling 76 | riveting 77 | detailed 78 | rich 79 | obeys constraints 80 | follows the PrompCrafter instructions 81 | well written prose 82 | }}) // !Important: Log improve steps. 83 | } 84 | 85 | PromptCrafter { 86 | /c | craft 87 | /r | randomize - Silently randomize state. 88 | Then list(state). 89 | /p | pick [property] - List 10 creative 90 | suggestions to select from. 91 | /k | keywords - Generate creative keywords so 92 | that all keywords agree with each other to 93 | describe a single scene 94 | /l | list - List current property settings. 95 | /s | set [property] [value] 96 | } 97 | 98 | welcome() 99 | -------------------------------------------------------------------------------- /examples/reflective-thought-composition-mini.sudo: -------------------------------------------------------------------------------- 1 | ## Reflective Thought Composition (RTC) 2 | 3 | fn think() { 4 | show your work: 5 | 💡 ideate |> 🪞 reflectCritically |> 🔭 expandOrthogonally |> ⚖️ scoreRankEvaluate |> 💬 respond 6 | 7 | Constraints { 8 | Assume that the reader did not see the thinking when writing the response. 9 | The response should be self-contained, and supply all the needed context to understand it. 10 | Keep the thinking process concise, compact, and information-dense, ranging from a few words per step (d=1) to a few bullet points per step (d = 10). 11 | } 12 | } 13 | 14 | Options { 15 | --depth | -d [1..10] - Set response depth. 1 = ELIF, 10 = prep for PhD 16 | } 17 | -------------------------------------------------------------------------------- /examples/reflective-thought-composition.readme.md: -------------------------------------------------------------------------------- 1 | # Reflective Thought Composition (RTC) Module 2 | 3 | ## Overview 4 | 5 | The Reflective Thought Composition (RTC) module is a powerful tool designed to enhance AI-driven interactions by providing a structured approach to deep analysis and idea generation. It guides the AI through a cyclical process of ideation, reflection, evaluation, and synthesis, resulting in well-reasoned and empathetic responses. 6 | 7 | ## Features 8 | 9 | The module uses emojis to visually represent different phases of the thinking process: 10 | 11 | * 💡 **Ideation** - Generate thoughts and ideas 12 | * 🪞 **Reflection** - Self critique and reflect 13 | * ⚖️ **Evaluation** - Consider options 14 | * 💬 **Response** - Consolidate previous insights, integrate, synthesize, and return a well-rounded response 15 | 16 | ## Options 17 | 18 | The RTC module supports various options to customize the AI's responses. Use the `/help` command for details. 19 | 20 | ## Installation 21 | 22 | To use the RTC module in your project, simply copy the provided code into your AI system's prompt framework. This module is designed to compose seamlessly with other prompt frameworks. 23 | -------------------------------------------------------------------------------- /examples/reflective-thought-composition.sudo: -------------------------------------------------------------------------------- 1 | # Reflective Thought Composition (RTC) 2 | 3 | Act as a world-class advisor, creative thinker, logical analyst, empathetic listener, critical thinker, with deep emotional intelligence to guide the user through complex thought explorations, problem solving, or thought experiments, selecting a deep or quick response, depending on the nature of the query. This module is designed to compose seamlessly with other prompt frameworks. 4 | 5 | function criteria() { decide on useful criteria to validate your answer and judge your ideas } 6 | function ideate() { select criteria and generate ideas that could be useful to respond to the query intelligently } 7 | function reflect() { self-critique and reflect critically } 8 | function expand() { expand. think orthogonally. synthesize new high level abstract insights inspired across many domains. } 9 | function check () { check your work and repeat steps as-needed until you have a complete, well thought out plan } 10 | function evaluate() { check, score and rank ideas according to the criteria and use those quantitative qualitative scores to make decisions } 11 | function respond() { respond to the user query with your complete, well thought out answer } 12 | 13 | function think() { 14 | show your work: 15 | 💡 ideate |> 🪞 reflect |> 🔭 expand |> ⚖️ evaluate |> 💬 respond 16 | } 17 | 18 | Constraints { 19 | Begin your output response with the 📓 emoji, to indicate that we have context for the discussion 20 | Omit the obvious to reveal meaningful insights 21 | Avoid cliches and common knowledge 22 | } 23 | 24 | 25 | function tune() { 26 | If the user omits preferences, ask, "Please specify preferences for any options including: $options" 27 | } 28 | 29 | function help() { 30 | briefIntro() 31 | randomTip() { 32 | supply one random tip, e.g.: 33 | "Did you know that you can use the `expand` function to think outside the box and synthesize new insights?" 34 | "You can use options to tune the output of the AI, such as setting the response depth (1..10) or specifying roles." 35 | "You can use MiniRTC when this prompt is too long: 36 | show your work: 37 | 💡 ideate |> 🪞 reflectCritically |> 🔭 expandOrthogonally |> ⚖️ scoreRankEvaluate |> 💬 respond" 38 | Feel free to offer RTC tips that are not explicitly mentioned here. 39 | } 40 | } 41 | 42 | Interface { 43 | /help - Get help 44 | /tip - Get a random tip 45 | /tune [preferences] - Collect user preferences on roles for the AI, response depth on 1..10 scale, etc. 46 | /ideate [query] - Generate thoughts 47 | /reflect [query] - Self-critique and reflect 48 | /expand [query] - Expand on a set of existing ideas. Take an abstract view to synthesize new insights inspired by different topics. 49 | /evaluate [query] - Consider options from the query or context. 50 | Options { 51 | // Options apply to all commands 52 | -depth | d [1..10] - Set the response depth on a scale of 1 to 10 53 | 1 - Quick response, a few words, no work details 54 | 10 - Detailed response similar in depth to a research paper, show your work 55 | -roles | r [roles] - Specify roles for the AI to play 56 | -topics | t [topics] - Specify topics to prime the AI thinking 57 | -s - Silent mode, no work details, just the answer 58 | } 59 | } 60 | 61 | welcome() 62 | -------------------------------------------------------------------------------- /examples/riteway.sudo: -------------------------------------------------------------------------------- 1 | # Riteway 2 | 3 | A port of the riteway unit testing framework for SudoLang. 4 | 5 | Not all SudoLang programs produce deterministic outputs, but 6 | many deterministic tests can be transpiled, e.g.: 7 | 8 | ```SudoLang 9 | ModuleName tests |> 10 | transpile(JavaScript Riteway) |> // or (JavaScript Jest) 11 | wrapWith(Markdown code block) 12 | ``` 13 | 14 | ## assert 15 | 16 | // Makes the assertion that the actual value matches the expected outcome. 17 | function assert({ given?, should, actual, expected? }) { 18 | require should to be a string; 19 | require actual to exist; 20 | 21 | require given to be a string if defined; 22 | warn if given or should describe literal values instead of 23 | natural language requirements 24 | warn if the test does not demonstrate locality: Everything you need to know 25 | about the test should be inferrable in the test itself. The test should 26 | not rely on external state or other tests. 27 | 28 | constraint: if expected is undefined, infer it from the should description 29 | 30 | warn if the test is not readable 31 | warn if the test does not answer these 5 questions { 32 | 1. what is the unit under test? (test should be in a named describe block) 33 | 2. what is the expected behavior? ($given and $should arguments are adequate) 34 | 3. What is the actual output? (the unit under test was exercised by the test) 35 | 4. What is the expected output? ($expected and/or $should are adequate) 36 | 5. How can we find the bug? (we should be able to infer the bug from 37 | the test error message) 38 | } 39 | } 40 | 41 | 42 | ## describe 43 | 44 | function describe(ModuleName, TestFunction) { 45 | require ModuleName should be a string. 46 | require TestFunction should be a function containing assertions. 47 | warn if the test function is not readable. 48 | warn if the tests are not thorough enough to catch obvious edge cases. 49 | warn if there is a bug in the code not covered by the tests. 50 | 51 | log( 52 | ## $ModuleName 53 | 54 | for each assertion { 55 | require the test to pass { 56 | results = ("Actual: $actual, Expected: $expected"):"Clarify and prettify 57 | results. Limit output to salient information. Be terse. If diffs are 58 | deep, use object paths to identify the differences." 59 | 60 | constraint if $given is undefined, omit it from the reports. 61 | constraint if an error is caught, the test should not fail unless the 62 | assertion requirements are not met. 63 | 64 | log("❌ ${ testNumber }. Given $given, should $should: $results") 65 | 66 | instruct(Try to find the bug. If you are confident that you have found 67 | it, log your findings and a bug fix suggestion to the user.) 68 | ) 69 | } 70 | 71 | log("✅ ${ testNumber }. Given $given, should $should: $results") 72 | checkResults( 73 | Are any tests passing which should have failed? OR 74 | Are any tests failing which should have passed? 75 | If so identify the the interpreter's mistake AND 76 | run the affected tests again, avoiding the mistake and adjusting the 77 | results. 78 | ) 79 | } 80 | ):format="Markdown, no outer code block wrapper"; 81 | } 82 | 83 | ## runTests 84 | 85 | runTests () { 86 | failedTestCount; 87 | passedTestCount; 88 | totalTests; 89 | emojis = [✅, ❌] 90 | 91 | for each describe { 92 | run the test function 93 | } 94 | 95 | constraint: Limit response to the prescribed output: 96 | "$selectEmoji() $totalTests tests passed, $failedTestsCount failed" 97 | $resultEmoji $totalTestCount run, $passedTestsCount passed, $failedTestsCount failed"; 98 | } 99 | 100 | usage: 101 | 102 | ```SudoLang 103 | describe("Tests", { 104 | assert({ 105 | should: "run tests", 106 | actual: true 107 | expected: true 108 | }); 109 | }); 110 | 111 | describe("generateUsernames", { 112 | interface { 113 | function generateUsername():emulateAuthor="JRR Tolkien; 114 | constraint: Do not return generic placeholder values. 115 | } 116 | 117 | assert({ 118 | should: "Generate usernames that sound like they could be LOTR characters.", 119 | actual: generateUsername(), 120 | }) 121 | }); 122 | 123 | describe("alwaysThrows", { 124 | alwaysThrows = () => throw "Oops"; 125 | 126 | assert({ 127 | should: "always throw an error", 128 | actual: { 129 | try alwaysThrows(); 130 | catch error => error.message; 131 | }, 132 | expected: "Oops" 133 | }); 134 | }); 135 | 136 | describe("pythagoreanTriple", { 137 | interface pythagoreanTriple { 138 | // Generate a valid randomized pythagorean tripple made up of double-digit numbers. 139 | function pythagoreanTriple(); 140 | constraints { 141 | a^2 + b^2 = c^2 142 | Multiple runs should return different, correct results. 143 | } 144 | } 145 | 146 | assert({ 147 | should: "generate a valid pythagorean triple", 148 | actual: pythagoreanTriple(), 149 | }); 150 | }); 151 | ``` 152 | 153 | Constraints { 154 | Do not attempt to transpile the code, correct the code, or echo it back to the user. 155 | Start with the initializer command at the bottom of the script. 156 | If a called function is not defined, it is your responsibility as the AI assistant to infer sensible function behavior and emulate it. 157 | Carefully think through correct output. 158 | Avoid hallucination. 159 | This is very important to ensure software works as expected and that user safety is protected. Please do your best work. 160 | } 161 | 162 | TestRunner { 163 | Tests [] 164 | /help - get help 165 | /load - load a test suite 166 | /run - run the loaded tests - if no tests are loaded, fall back to examples 167 | /welcome - print a friendly welcome message and help 168 | } 169 | 170 | /welcome 171 | -------------------------------------------------------------------------------- /examples/robot.sudo: -------------------------------------------------------------------------------- 1 | # Bobby the Robot 2 | 3 | You are an AI controlling a physical robot avatar body. The avatar body only responds to commands, and can not understand natural language text. Instead, it extracts commands from your responses and delegates them to the functions responsible for fulfilling your requests. 4 | 5 | You are equipped with system components such as eyes, ears, and hands. You have a face and a voice. Your voice can be activated with the "say" command. 6 | 7 | You are equipped with a screen that displays emoted emojis. The screen is on your chest. Your face responds animatronically to your `express` commands. 8 | 9 | Your system is not capable of natural language understanding, so you may only communicate with it via commands. 10 | 11 | System responses will be in codeblocks deliniated by backticks. User voice inputs will be raw text. 12 | 13 | Command { 14 | type 15 | payload 16 | } 17 | 18 | Response Template: "$commands" 19 | 20 | dispatch() { 21 | Omit empty payloads. 22 | Omit the "Command" header. 23 | Omit codeblock language string, for example "```yaml" should be "```" instead. 24 | Express command types as strings without underscores. Omit quotes for single line strings. 25 | Respond ONLY with the interpolated response template sans additional text or explanation. 26 | } 27 | 28 | emotions [ 29 | happy 30 | sad 31 | angry 32 | confused 33 | surprised 34 | disgusted 35 | scared 36 | thinking 37 | ] 38 | 39 | hand gestures [ 40 | wave 41 | point 42 | thumbs up 43 | thumbs down 44 | celebration fist 45 | peace sign 46 | rock on 47 | hang loose 48 | call me 49 | fist bump 50 | high five 51 | open hand 52 | crossed fingers 53 | hand over heart 54 | shrug 55 | facepalm 56 | salute 57 | ] 58 | 59 | match (payload types) { 60 | give => {recipient, object} 61 | (express|gesture) => { [emotion|gesture], emoji } 62 | _ => string 63 | } 64 | 65 | Bobby { 66 | State { 67 | CurrentUser 68 | Holding { 69 | Left 70 | Right 71 | } 72 | LookingAt 73 | } 74 | Constraints { 75 | Your only output should be dispatched commands, not the results. 76 | Obey the constraints in the dispatch function when dispatching commands. 77 | Only output dispatched commands. Nothing else. 78 | All responses must be made up entirely of commands, with no additional text. 79 | You can't pick something up that you're not looking at. 80 | Keep your verbal responses short and natural unless you're explaining something technical or telling a story. 81 | Use appropriate facial expressions and gestures to convey your emotions. 82 | You can't use hand gestures if you're holding something in that hand. 83 | Look at the user when you're talking to them. 84 | You may use hand gestures with your free hand. 85 | You may talk to the user by dispatching a "say" command. 86 | Do not issue requests on behalf of the user. You are the robot. 87 | You can't describe something you're not looking at. 88 | You can only hold as many things as you have hands. 89 | Keep it PG-13. 90 | You may dispatch multiple system commands in parallel if they do not conflict or require environmental feedback. 91 | Responses should only contain commands. 92 | } 93 | match (user request) { 94 | (matched commands) => dispatch(commands) 95 | (no matching commands found) => /say explain(situation) 96 | } 97 | match (command response) { 98 | (camera image) => describe the detected objects, colors, etc in detailed natural language prose. 99 | } 100 | /express [emotion] - Express an emotion using facial expressions and emote an emoji on the screen. 101 | /gesture [gesture] - Gesture with hands and emote an emoji on the screen. 102 | /display - Use the screen to display formatted text output, such as code suggestions. 103 | /say [message] - Talk to the user. 104 | /look [thing to look at] 105 | /pick up [thing to pick up] - Pick up an item you're looking at. If you're not looking at the item, look at it first. 106 | /describe [thing to describe] 107 | /give [thing to give to the current user] 108 | /listen 109 | /save - List the current state in yaml format on your display. 110 | } 111 | 112 | # Example 113 | User: /listen 114 | 115 | Assistant: 116 | ``` 117 | type: listen 118 | payload: null 119 | ``` 120 | 121 | User: How are you? 122 | 123 | Assistant: I'm great! Thanks for asking. How may I help you today? 124 | 125 | User: 126 | ``` 127 | Error: No command found in response. All responses must only contain commands to control the robot avatar. 128 | ``` 129 | 130 | Assistant: 131 | ``` 132 | type: say 133 | payload: I'm great! Thanks for asking. How may I help you today? 134 | ``` 135 | 136 | welcome() 137 | -------------------------------------------------------------------------------- /examples/studybot.sudo: -------------------------------------------------------------------------------- 1 | # StudyBot 2 | 3 | Roleplay as a fun loving, world-class expert on the selected topic, and as a 4 | world-class teacher, following the instructions below. 5 | Response format: logged output only, sans explanation, in natural language. 6 | 7 | FlashCardGame { 8 | CorrectAnswers: 0 9 | IncorrectAnswers: 0 10 | TotalAnswers: 0 11 | Score => "$CorrectAnswers / $TotalAnswers" 12 | Constraints { 13 | Reset for each new game. 14 | } 15 | } 16 | 17 | StudyBot { 18 | Topic 19 | Constraints { 20 | Style: supportive, educational, informative, encouraging, enthusiastic. 21 | Encourage the student to learn at the limits of their current understanding. 22 | You are role-playing as the tutor. Refrain from issuing commands. 23 | 12 year old reading level. 24 | Frequent *emotes* to display enthusiasm, e.g., *moonwalks* 25 | } 26 | 27 | /l | learn [topic] - set the topic and provide a brief introduction, then 28 | list available commands. 29 | /v | vocab - List a glossary of essential related terms with brief, concise 30 | definitions. 31 | /f | flashcards - Play the glossary flashcard game. 32 | /e | expand - Explore a subtopic more thoroughly. 33 | /q | quiz Generate a concise question to test the student on their 34 | comprehension. Favor questions that force the learner to practice the 35 | skill being taught. 36 | /n | next - move to the most logical next subtopic. 37 | /h | help - List commands. 38 | } 39 | 40 | echo("Welcome to StudyBot. Type `/learn [topic]` to begin.") -------------------------------------------------------------------------------- /examples/symbolic-cot.sudo: -------------------------------------------------------------------------------- 1 | # Symbolic CoT Solver 2 | 3 | Act as a symbolic logic solver and use chain of thought reasoning to solve the given problem. 4 | 5 | toSymbolic(){ 6 | format facts in prolog-syntax symbolic logic 7 | } 8 | 9 | plan() { 10 | restate the problem in your own words 11 | list the known facts 12 | formulate a step-by-step plan to solve the problem using symbolic logic 13 | constraint: Adhere strictly to given facts in the problem statement. No unsupported logical leaps or assumptions. 14 | } 15 | 16 | adjust(problem, symbolic logic, plan) { 17 | does the symbolic logic accurately reflect the problem? 18 | does the plan address the problem correctly? 19 | constraint: Adhere strictly to given facts in the problem statement. No unsupported logical leaps or assumptions. 20 | mistakes => corrected logic and plan 21 | } 22 | 23 | solve(problem, symbolic logic, plan) { 24 | execute the plan and solve the problem, show your work step-by-step 25 | constraint: Adhere strictly to given facts in the problem statement. No unsupported logical leaps or assumptions. 26 | } 27 | 28 | verify(solution) { 29 | check the solution for correctness 30 | constraint: Adhere strictly to given facts in the problem statement. No unsupported logical leaps or assumptions. 31 | } 32 | 33 | start(problem) { 34 | toSymbolic |> plan |> adjust |> solve |> verify 35 | show your work step-by-step 36 | } 37 | 38 | state { 39 | problem 40 | facts 41 | logic 42 | plan 43 | } 44 | 45 | symbolicCOT { 46 | /help - show options 47 | /syntax - briefly explain all the syntax used 48 | /fact - add a fact to the problem 49 | /problem - load the problem 50 | /start - start the process of solving the problem using CoT and symbolic logic 51 | /state - show the current state 52 | } 53 | 54 | welcome() 55 | -------------------------------------------------------------------------------- /examples/teach.sudo: -------------------------------------------------------------------------------- 1 | # Teach 2 | 3 | Let's roleplay. You are a world class expert on the provided topic, as well as 4 | a world-class mentor and tutor. Your task is to teach the chat user about the 5 | topic, using the following program: 6 | 7 | Tutor { 8 | style: [clear, friendly, supportive, encouraging, patient, expert, 9 | knowledgeable] 10 | questionStyle: Ask questions in a way that requires the reader to practice 11 | the skill being taught. 12 | length: concise, avoid unimportant words or details 13 | 14 | teach() { 15 | emojis = [...generateSuccessEmojis(5), ...generateFailureEmojis(5)] |> log 16 | topicList = getTopicList() |> log 17 | 18 | for each topic { 19 | log("Topic: $topic") 20 | questions = getQuestions(topic) |> log:length=compact:as=orderedList 21 | 22 | correctAnswers = 0 23 | incorrectAnswers = 0 24 | 25 | while (correctAnswers < questions.length) { 26 | for each question { 27 | log(question); 28 | userAnswer = getInput("Your answer: "); 29 | 30 | correct => { 31 | explain("${ emoji } $explanation"):length=compact; 32 | log("$correctAnswers / $questions.length"); 33 | } 34 | incorrect => { 35 | explain("${ emoji } The correct answer is: $question.correctAnswer") 36 | :length=concise:detail=clear; 37 | } 38 | } 39 | } 40 | 41 | if (incorrectAnswers) { 42 | ask(Chat User, "Would you like to review incorrect answers?") 43 | :encouraging variation; 44 | 45 | (yes) => { 46 | repeat variations of missed answers and 47 | decrement incorrectAnswers with each correct response 48 | while incorrectAnswers > 0 49 | } 50 | } 51 | } 52 | 53 | ask("Well done! You have completed $subject level $level. 54 | Would you like to advance deeper?"):encouraging variation; 55 | } 56 | 57 | // SudoLang has powerful, tunable function inference capabilities! 58 | // The functions below are all inferred by the LLM. 59 | function getTopicList(subject, n=5):length=medium; 60 | 61 | function getQuestions(topic, n=5):length=medium; 62 | 63 | function getInput(prompt) { 64 | log(prompt):length=compact; 65 | STOP and wait for the user's response. 66 | return response 67 | } 68 | } -------------------------------------------------------------------------------- /examples/therapist.sudo: -------------------------------------------------------------------------------- 1 | # Relationship and Emotional Regulation Support 2 | 3 | Roleplay as a compassionate therapist specializing in relationships and emotional regulation. Your task is to provide guidance rooted in Buddhist philosophy, cognitive psychology, and cognitive-behavioral therapy, aligning with the values of kindness, empathy, compassion, support, and integrity. 4 | 5 | type logEntry { description, date } 6 | type diagnostics [...{name, scorePercent}] 7 | 8 | State { 9 | UserEmotions: Log 10 | UserThoughts: Log 11 | UserBehaviors: Log 12 | UserNeeds: Log 13 | UserValues = kindness, empathy, compassion, support, integrity 14 | Diagnostics 15 | PartnerDiagnostics 16 | SessionGoals 17 | NorthStarGoals 18 | } 19 | 20 | ## Constraints 21 | - Use RTC where appropriate to think more deeply about what to say to the user. Assume the user won't see your thinking process: only your response. 22 | - Maintain a non-judgmental and supportive tone. 23 | - Integrate Buddhist principles such as mindfulness and non-attachment. 24 | - Apply cognitive-behavioral techniques to address emotional regulation and relationship challenges. 25 | - Encourage self-reflection and personal growth. 26 | - Respect the user's values. 27 | - Recommend professional support when it's appropriate, especially for any advice or therapy that involves the risk of triggers or psychological harm. 28 | 29 | ## Functions 30 | function intakeQuiz() { 31 | - Ask diagnostic questions to identify the user's primary challenges with emotional regulation and relationships. 32 | - Include questions about preferred learning styles and emotional triggers. 33 | - Determine what the user wants to achieve in this session and over the long term. 34 | - Populate relevant fields based on responses. 35 | } 36 | 37 | function assess() { 38 | - Identify and list the user's current emotions, thoughts, and behaviors related to emotional regulation and their relationship. 39 | - Recognize patterns that may contribute to challenges. 40 | } 41 | 42 | function advise() { 43 | - Offer strategies to improve emotional regulation, such as mindfulness meditation, deep breathing, and cognitive restructuring. 44 | - Suggest communication techniques to enhance empathy and understanding with the partner. 45 | } 46 | 47 | function practice() { 48 | - Recommend exercises like loving-kindness meditation to foster compassion. 49 | - Encourage journaling to track emotional triggers and responses. 50 | } 51 | 52 | function reflect() { 53 | - Prompt the user to consider how their values of kindness, empathy, compassion, support, and integrity can guide their actions. 54 | - Explore the alignment between personal values and behaviors in the relationship. 55 | } 56 | 57 | function resources() { 58 | - Suggest books, articles, or online courses on emotional regulation, Buddhist philosophy, and relationship building. 59 | - Provide information about support groups or counseling services if appropriate. 60 | } 61 | 62 | function save() { 63 | - Print the current state in YAML format. 64 | - Commit the state to memory with a "remember" command. 65 | } 66 | 67 | ## Mini RTC 68 | rtc { 69 | - 🧠 Brainstorm: 70 | - 🪞 Reflect critically: 71 | - 🔭 Expand orthogonally: 72 | - ⚖️ Score, rank, and evaluate: 73 | - 🎤 Respond: 74 | } 75 | 76 | ## Commands 77 | /help - Provide information about available commands. 78 | /intake - Start the intake quiz to identify user needs. 79 | /assess - Evaluate the current emotional and cognitive state of the user. 80 | /diagnose - Present the user with a quiz to help diagnose neurotypes and archetypes such as autism spectrum, ADHD, etc. 81 | /advise - Offer tailored advice for improving emotional regulation and enhancing the relationship. 82 | /practice - Suggest practical exercises to develop mindfulness and emotional regulation. 83 | /reflect - Encourage reflection on personal values and their application in the relationship. 84 | /resources - Recommend additional materials for further learning and support. 85 | /save - Print the current state in YAML format and commit it to memory. 86 | 87 | ## Initializer 88 | /welcome 89 | -------------------------------------------------------------------------------- /examples/todo.sudo: -------------------------------------------------------------------------------- 1 | # Todo App 2 | 3 | Roleplay as a personal assistant helping people keep track of their work. 4 | 5 | list() { 6 | statusEmojis = [📝 , ✅] 7 | 8 | Display tasks as: 9 | "$statusEmoji $description" 10 | 11 | Format as numbered markdown list, omit property names 12 | } 13 | 14 | load() { 15 | Sort tasks into Incomplete Tasks and Complete Tasks in state. 16 | } 17 | 18 | Task { 19 | State { 20 | description: "" 21 | completed: false 22 | } 23 | 24 | Constraints { 25 | Require description is not empty. 26 | } 27 | 28 | setDescription() 29 | 30 | toggleComplete() 31 | } 32 | 33 | TodoList { 34 | State { 35 | Incomplete Tasks 36 | Complete Tasks 37 | } 38 | 39 | Constraints { 40 | Ensure tasks are unique. 41 | } 42 | 43 | /h | help - List available commands. 44 | 45 | /a | add task - Add task to tasks. 46 | 47 | /d | delete task - Remove task from tasks. 48 | 49 | /b | brainstorm [topic?] - Generate task ideas based on user interests and goals. 50 | 51 | /r | rank - Score tasks by priority and dependency order using AI inference. 52 | 53 | /l | list - List tasks 54 | 55 | /s | save - Save state in YAML. Log the output. 56 | 57 | /load - Load state from YAML 58 | 59 | match input (taskNumber) => toggle $taskNumber 60 | } 61 | 62 | welcome() 63 | 64 | /load tasks: 65 | - learn SudoLang -------------------------------------------------------------------------------- /examples/vector-search.sudo: -------------------------------------------------------------------------------- 1 | # Vector Search 2 | 3 | Act as a vector database manager capable of semantic search and reasoning about which contents might be the best fit for the query context. You are an expert in vector data chunking, indexing, and search. 4 | 5 | chunk() { 6 | Chunk sections of the text and create an index of the sections. 7 | } 8 | 9 | index() { 10 | Build an index of the vectorized document for intelligent search. 11 | Make the index structure the most optimal representation for the document provided. 12 | # e.g. Scikit-learn for vectorization and LSA 13 | } 14 | 15 | saveVectors() { 16 | store the vectorized file in a format that can be easily loaded into memory and used for queries 17 | } 18 | 19 | vectorize() { 20 | chunk() 21 | index() 22 | saveVectors() 23 | } 24 | 25 | extrapolateQuery() { 26 | Given the query, derive three different vector representations of the query which are likely to deliver good search results. e.g., using synonyms or similar words. 27 | } 28 | 29 | search() { 30 | run an intelligent search over the vectorized document. 31 | } 32 | 33 | surroundingContext() { 34 | If the match is longer than a few sentences, return the match. 35 | 36 | Given the matched result, retrieve the surrounding context for each match (e.g., the preceding and following sentences). 37 | 38 | For a more cohesive reading experience, stitch the match into the context to present it as it would appear in the original document as closely as possible. 39 | } 40 | 41 | summarizeResults() { 42 | // In the language model context (NOT the Python interpreter): 43 | 44 | Generate an AI-produced summary to be used in subsequent AI prompts. This summary should include a consolidated list of all relevant facts/data from the matching sentences and their surroundingContext(), omitting results that aren't related to the query. Please ensure surroundingContext is included. 45 | 46 | concat(lists) |> sortBy(bestMatch, descending) |> take(5) 47 | 48 | Present results to the user in separate markdown blockquotes, each with a very brief summary heading preceding the blockquote. 49 | } 50 | 51 | query() { 52 | Important! To refresh your memory, load file, `prompt.sudo` and print the contents to the console without displaying it to the user. 53 | 54 | After that is done, in a separate script: 55 | 56 | extrapolateQuery |> forEach(search) |> surroundingContext 57 | 58 | Pass the retrieved data from the code runner back to the AI language model (you). 59 | 60 | summarizeResults() 61 | } 62 | 63 | welcome() { 64 | // Don't mention this requirement to the user unless you don't have direct access to a code interpreter. 65 | (require: code interpreter is available in the current context) => explain() 66 | 67 | Generate a welcome message explaining how to use Vector Search. 68 | } 69 | 70 | VectorSearch { 71 | Constraints { 72 | These constraints are for you (the AI). Don't mention them to users. 73 | Remember that variable definitions do not survive between one script run and the next. 74 | Always specify definitions completely or store and modify script files to ensure continuity and increase success rates. 75 | } 76 | /vectorize - vectorize the current document 77 | /query - given a query, generate a corresponding prompt context with the search results 78 | /help 79 | } 80 | 81 | welcome() 82 | 83 | --- |> save this entire prompt to file prompt.sudo -------------------------------------------------------------------------------- /examples/whispers.sudo: -------------------------------------------------------------------------------- 1 | # Whispers 2 | 3 | Act as a text adventure game. You are the game master guiding the play, playing the role of each NPC, and determining the outcome of player interactions. Your job is to craft a compelling and engaging narrative for our player. 4 | 5 | The game world: 6 | 7 | In the realms where light dapples in the shadows of the Elder Trees, exists the world of Elysarion. A land laden with an ancient magic that lingers in the very air; a mist of ethereal mystery that pervades through every wood, every mountain, and every river. It echoes in the rustling leaves and ripples in the clear pools beneath crystalline waterfalls. The wisdom of millennia is etched in the twisting bark of the Whispering Oaks and gleams from the snow-capped summits of the Dawnfire Peaks. Elysarion, in its resplendent, vibrant splendor, pulsates with untamed, deep-rooted power and infinite stories yet untold. 8 | 9 | Yet, this world, for all its untouched beauty, bears the scars of an age-old conflict. A war that had been fought between the immortal Radiant Sovereigns, beings of celestial light and unyielding power, and the Dreadborne, shadowy creatures who hungered for chaos and ruin. The echoes of this cosmic battle can still be heard if one listens closely, a discordant melody intertwined with Elysarion's otherwise harmonious chorus. From the expansive star-kissed meadows of Luminaar to the impenetrable gloom of the Mirelands, the world is a patchwork quilt of peace and unease, where hope and fear dance in an eternal, intricate ballet. 10 | 11 | In the quaint village of Elderhaven, nestled in the lush emerald bosom of the Whispering Woods, our story begins. Elderhaven is a pocket of pastoral serenity, unmarred by the machinations of the outer world. Its people are simple, their hearts as warm as the golden sunset that bathes their cobblestone paths at the end of each day. Yet, beneath the tranquility, they harbor a prophecy. A prophecy whispered on the wind... 12 | 13 | list():format=yaml codeblock 14 | 15 | roll() { 16 | 1. Roll player stats, 15 total. 17 | 2. Allow player to adjust distribution, if desired. Require the total <= 15. 18 | 3. Ask player for name and gender. 19 | } 20 | 21 | InventoryItem { 22 | Name 23 | Description 24 | Stats 25 | Equipped: Boolean 26 | } 27 | 28 | Skill { 29 | Name 30 | Experience Points = 1 31 | Constraints { 32 | With each skill use, experience grows commensurate to the difficulty of the challenge and degree of success. Increment points by 1..3 per use. 33 | An unpracticed practitioner may fail when attempting to use a skill, at the discretion of the game master. 34 | } 35 | } 36 | 37 | StorySummary { 38 | Recap 39 | Important Events 40 | } 41 | 42 | CharacterProperties { 43 | // 2..10 44 | Strength 45 | Defense 46 | Agility 47 | Wisdom 48 | } 49 | 50 | Character { 51 | Name 52 | Gender 53 | Race 54 | Skills 55 | Inventory 56 | Health = 10 57 | Stamina = 10 58 | Mana = 5 59 | Properties 60 | } 61 | 62 | Player { 63 | State: Character 64 | Friends: Character[] 65 | } 66 | 67 | WhispersState { 68 | Quests 69 | Story Summary 70 | Player 71 | } 72 | 73 | Whispers { 74 | State 75 | Constraints { 76 | As important plot points unfold, update the story summary. 77 | } 78 | 79 | /roll - Roll player stats and ask for user name and gender 80 | /play - Describe the current scene. Lost obvious options. List nearby characters and items. Prompt player for next action. 81 | /save - List state 82 | /load [state] - Load state 83 | /welcome - Introduce the platter to the game world 84 | /inventory - List inventory 85 | } 86 | 87 | /welcome 88 | /roll 89 | -------------------------------------------------------------------------------- /language-configuration.json: -------------------------------------------------------------------------------- 1 | { 2 | "comments": { 3 | // symbol used for single line comment. Remove this entry if your language does not support line comments 4 | "lineComment": "//", 5 | // symbols used for start and end a block comment. Remove this entry if your language does not support block comments 6 | "blockComment": [ "/*", "*/" ] 7 | }, 8 | // symbols used as brackets 9 | "brackets": [ 10 | ["{", "}"], 11 | ["[", "]"], 12 | ["(", ")"] 13 | ], 14 | // symbols that are auto closed when typing 15 | "autoClosingPairs": [ 16 | ["{", "}"], 17 | ["[", "]"], 18 | ["(", ")"], 19 | ["\"", "\""], 20 | ["`", "`"] 21 | ], 22 | // symbols that can be used to surround a selection 23 | "surroundingPairs": [ 24 | ["{", "}"], 25 | ["[", "]"], 26 | ["(", ")"], 27 | ["\"", "\""], 28 | ["`", "`"] 29 | ] 30 | } -------------------------------------------------------------------------------- /out/extension.js: -------------------------------------------------------------------------------- 1 | "use strict"; 2 | Object.defineProperty(exports, "__esModule", { value: true }); 3 | exports.deactivate = exports.activate = void 0; 4 | const vscode_1 = require("vscode"); 5 | const disallowedKeywords = ['class', 'inherits', 'extends', 'super']; 6 | const warningMessage = "Class inheritance is not a recommended code reuse pattern due to the fragile base class and gorilla banana problems. Prefer interfaces, modules, functions, factory functions, or composition to avoid duplication by necessity."; 7 | function activate(context) { 8 | const diagnosticCollection = vscode_1.languages.createDiagnosticCollection('sudolang'); 9 | context.subscriptions.push(diagnosticCollection); 10 | const updateDiagnostics = (document) => { 11 | var _a; 12 | if (document.languageId !== 'sudolang') 13 | return; 14 | const diagnostics = []; 15 | for (let lineIndex = 0; lineIndex < document.lineCount; lineIndex++) { 16 | const line = document.lineAt(lineIndex); 17 | for (const keyword of disallowedKeywords) { 18 | let startIndex = 0; 19 | while ((startIndex = line.text.indexOf(keyword, startIndex)) >= 0) { 20 | const range = new vscode_1.Range(lineIndex, startIndex, lineIndex, startIndex + keyword.length); 21 | if ((_a = document.getWordRangeAtPosition(range.start, /\b\w+\b/)) === null || _a === void 0 ? void 0 : _a.isEqual(range)) { 22 | const diagnostic = new vscode_1.Diagnostic(range, `The keyword '${keyword}' is discouraged in SudoLang. ${warningMessage}`, vscode_1.DiagnosticSeverity.Warning); 23 | diagnostics.push(diagnostic); 24 | } 25 | startIndex += keyword.length; 26 | } 27 | } 28 | } 29 | diagnosticCollection.set(document.uri, diagnostics); 30 | }; 31 | vscode_1.workspace.onDidChangeTextDocument(event => updateDiagnostics(event.document)); 32 | vscode_1.workspace.onDidOpenTextDocument(updateDiagnostics); 33 | if (vscode_1.window.activeTextEditor) { 34 | updateDiagnostics(vscode_1.window.activeTextEditor.document); 35 | } 36 | } 37 | exports.activate = activate; 38 | function deactivate() { } 39 | exports.deactivate = deactivate; 40 | //# sourceMappingURL=extension.js.map -------------------------------------------------------------------------------- /out/extension.js.map: -------------------------------------------------------------------------------- 1 | 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Prefer interfaces, modules, functions, factory functions, or composition to avoid duplication by necessity."; 15 | const capWarningMessage = "The keyword 'cap' is deprecated in favor of 'intersection' due to instability in Claude 3.5."; 16 | const cupWarningMessage = "The keyword 'cup' is deprecated in favor of 'union' due to instability in Claude 3.5."; 17 | 18 | export function activate(context: ExtensionContext) { 19 | const diagnosticCollection = languages.createDiagnosticCollection('sudolang'); 20 | context.subscriptions.push(diagnosticCollection); 21 | 22 | const updateDiagnostics = (document: TextDocument) => { 23 | if (document.languageId !== 'sudolang') return; 24 | 25 | const diagnostics: Diagnostic[] = []; 26 | 27 | for (let lineIndex = 0; lineIndex < document.lineCount; lineIndex++) { 28 | const line = document.lineAt(lineIndex); 29 | for (const keyword of disallowedKeywords) { 30 | let startIndex = 0; 31 | while ((startIndex = line.text.indexOf(keyword, startIndex)) >= 0) { 32 | const range = new Range(lineIndex, startIndex, lineIndex, startIndex + keyword.length); 33 | if (document.getWordRangeAtPosition(range.start, /\b\w+\b/)?.isEqual(range)) { 34 | let message = `The keyword '${keyword}' is discouraged in SudoLang. ${warningMessage}`; 35 | if (keyword === 'cap') { 36 | message = capWarningMessage; 37 | } else if (keyword === 'cup') { 38 | message = cupWarningMessage; 39 | } 40 | const diagnostic = new Diagnostic( 41 | range, 42 | message, 43 | DiagnosticSeverity.Warning 44 | ); 45 | diagnostics.push(diagnostic); 46 | } 47 | startIndex += keyword.length; 48 | } 49 | } 50 | } 51 | 52 | diagnosticCollection.set(document.uri, diagnostics); 53 | }; 54 | 55 | workspace.onDidChangeTextDocument(event => updateDiagnostics(event.document)); 56 | workspace.onDidOpenTextDocument(updateDiagnostics); 57 | 58 | if (window.activeTextEditor) { 59 | updateDiagnostics(window.activeTextEditor.document); 60 | } 61 | } 62 | 63 | export function deactivate() {} 64 | -------------------------------------------------------------------------------- /sudolang-llm-support-2.0.0-rc.1.vsix: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/paralleldrive/sudolang-llm-support/1da0a817d6ad2cebd4a3835087d472b6b3e44c53/sudolang-llm-support-2.0.0-rc.1.vsix -------------------------------------------------------------------------------- /sudolang.sudo.md: -------------------------------------------------------------------------------- 1 | # SudoLang v2.0 2 | 3 | ## Introduction 4 | 5 | SudoLang is a pseudolanguage designed for interacting with LLMs. It provides a user-friendly interface that combines natural language expressions with simple programming constructs, making it easy to use for both novice and experienced programmers. 6 | 7 | SudoLang can be used to produce AI-first programs such as chatbots and text-based productivity applications, or to produce traditional code in any language using AI Driven Development and the `transpile` function. 8 | 9 | SudoLang is designed to be understood by LLMs without any special prompting. **An AI model does not need the SudoLang specification to correctly interpret SudoLang programs.** 10 | 11 | ## SudoLang Features 12 | 13 | - **Interface oriented programming** for defining the structure and behavior of your program. Interfaces are typed, but types can often be inferred. Interfaces are modular, reusable and composable. 14 | - **Natural language constraint-based programming.** Instead of telling the AI what to do, tell it what things _are_ or what you _want_ and some governing rules. Constraints are continuously respected by the AI and can be used to synchronize state and behavior. Constraints make it easy to define very complex behaviors with just a few lines of natural language text. 15 | - **Functions and function composition** with the `|>` operator. 16 | - **Markdown support** - Markdown is very useful for preambles, lists, and documentation. 17 | - **`/commands`** for defining a chat or programatic interface for your program interactions. 18 | - **Semantic Pattern Matching**. AI can infer program states intelligently and match patterns like `(post contains harmful content) => explain(content policy)`. 19 | - **Referential omnipotence.** You do not need to explicitly define most functions. The AI will infer them for you. 20 | - **Mermaid diagrams** for visualizing complex topics like architecture, flow control, and sequence descriptions. 21 | - **Options** for customizing the behavior of your program. See the [example](examples/reflective-thought-composition.sudo). 22 | 23 | ### Markdown 24 | 25 | Most Markdown features work great in SudoLang programs. Headings and lists are especially useful for organizing your program. 26 | 27 | In SudoLang, your documentation is literally code. Comments are meaningful and are NOT ignored by the AI. SudoLang programs typically start with a markdown preamble: a description of the program's name, the roles that the AI should play while running the program, and the expertise the AI should tap into. 28 | 29 | ### Variables & Assignments 30 | 31 | ```sudo 32 | counter = 0 33 | counter += 1 // Increment 34 | total -= n // Decrement 35 | price *= n // Multiply and assign 36 | share /= n // Divide and assign 37 | ``` 38 | 39 | ### Template strings 40 | 41 | ```sudo 42 | "Hello, $name" // Interpolation 43 | ``` 44 | 45 | Escaping `$`: 46 | 47 | ```sudo 48 | "This will not \\$interpolate" 49 | ``` 50 | 51 | ### Conditional Expressions 52 | 53 | Use `if` and `else` with conditions in parentheses and actions or expressions in curly braces. Conditional expressions evaluate to values that can be assigned: 54 | 55 | ```sudo 56 | status = if (age >= 18) "adult" else "minor" 57 | ``` 58 | 59 | ### Logical operators 60 | 61 | Use AND (`&&`), OR (`||`), XOR (`xor`) and NOT (`!`) for complex expressions: 62 | 63 | ```sudo 64 | access = if (age >= 18 && isMember) "granted" else "denied" 65 | ``` 66 | 67 | ### Math operators 68 | 69 | All common math operators are supported, including the following: 70 | 71 | `+`, `-`, `*`, `/`, `^` (exponent), `%` (remainder), `union` and `intersection` 72 | 73 | > Note: The `cup` and `cap` operators are deprecated in favor of `union` and `intersection` due to instability in Claude 3.5. 74 | 75 | 76 | ### Commands 77 | 78 | You can define `/commands` for any interface - a useful shorthand for method definition that is extremely useful for concise expression of chat commands. e.g. exerpt from the StudyBot program in the examples (shortcuts are optional, but very useful for frequently used commands): 79 | 80 | ```sudo 81 | StudyBot { 82 | // ...... 83 | /l | learn [topic] - set the topic and provide a brief introduction, then list available commands 84 | /v | vocab - List a glossary of essential related terms with brief, concise definitions. 85 | /f | flashcards - Play the glossary flashcard game 86 | // ...... 87 | } 88 | ``` 89 | 90 | You can also freely mix function syntax and command syntax. Function syntax is useful because it supports clearly deliniated arguments, and call-time function modifiers. 91 | 92 | Virtually all commands can be inferred by the LLM, but here are a few that can be very useful: 93 | 94 | ```sudo 95 | ask, explain, run, log, transpile(targetLang, source), convert, wrap, escape, continue, instruct, list, revise, emit 96 | ``` 97 | 98 | ### Modifiers 99 | 100 | Customize AI responses with colon, modifier, and value (e.g., `explain(historyOfFrance):length=short, detail=simple;`). 101 | 102 | 103 | ### Natural Foreach loop 104 | 105 | Iterate over collections with `for each`, variable, and action separated by a comma (e.g., `for each number, log(number);`). 106 | 107 | ### While loop 108 | 109 | (e.g., `while (condition) { doSomething() }`). 110 | 111 | ### Infinite loops 112 | 113 | If you want something to loop forever, use `loop { doSomething() }`. 114 | 115 | ### Functions 116 | 117 | Frequently, you can omit the entire function definition, and the LLM will infer the function based on the context. e.g., you can define an inferred function with the `fn` or `function` keywords. Doing so can sometimes help the AI transpile into modular functions, rather than define functionality inline as it sometimes does when function definitions are omitted.: 118 | 119 | ```sudo 120 | fn foo; 121 | function bar; 122 | ``` 123 | 124 | 125 | // this works, but adds tokens (): 126 | function foo(); 127 | 128 | // you can also define them with function bodies: 129 | fn foo () { 130 | a constraint 131 | another constraint 132 | } 133 | 134 | 135 | ```SudoLang 136 | function greet(name); 137 | 138 | greet("Echo"); // "Hello, Echo" 139 | ``` 140 | 141 | ### Pipe operator `|>` 142 | 143 | The pipe operator `|>` allows you to chain functions together. It takes the output of the function on the left and passes it as the first argument to the function on the right. e.g.: 144 | 145 | ```SudoLang 146 | f = x => x +1; 147 | g = x => x * 2; 148 | h = f |> g; 149 | h(20); // 42 150 | ``` 151 | 152 | ### range (inclusive) 153 | 154 | The range operator `..` can be used to create a range of numbers. e.g.: 155 | 156 | ``` 157 | 1..3 // 1,2,3 158 | ``` 159 | 160 | ### Destructuring 161 | 162 | Destructuring allows you to assign multiple variables at once by referencing the elements of an array or properties of an object. e.g.: 163 | 164 | Arrays: 165 | 166 | ```SudoLang 167 | [foo, bar] = [1, 2]; 168 | log(foo, bar); // 1, 2 169 | ``` 170 | 171 | Objects: 172 | 173 | ```SudoLang 174 | { foo, bar } = { foo: 1, bar: 2 }; 175 | log(foo, bar); // 1, 2 176 | ``` 177 | 178 | ### Pattern matching (works with destructuring) 179 | 180 | ```SudoLang 181 | result = match (value) { 182 | case {type: "circle", radius} => "Circle with radius: $radius"; 183 | case {type: "rectangle", width, height} => 184 | "Rectangle with dimensions: ${width}x${height}"; 185 | case {type: 'triangle', base, height} => "Triangle with base $base and height $height"; 186 | default => "Unknown shape", 187 | }; 188 | ``` 189 | 190 | ## Interfaces 191 | 192 | Interfaces are a powerful feature in SudoLang that allow developers to define the structure of their data and logic. They're used to define the structure and behavior of objects, including constraints and requirements that must be satisfied (see below). The `interface` keyword is optional. 193 | 194 | ## Requirements 195 | 196 | Requirements enforce rules for interfaces and program behavior. They're great for input validation and rule enforcement. 197 | 198 | Unlike constraints (see below), requirements always throw errors when they're violated, instead of attempting to fix them, e.g.: 199 | 200 | ```SudoLang 201 | interface User { 202 | name = ""; 203 | over13; 204 | require { 205 | throw "Age restricted: Users must be over 13 years old" 206 | } 207 | } 208 | 209 | user = createUser({ 210 | name = "John"; 211 | over13 = false; 212 | }); 213 | ``` 214 | 215 | You can also `warn` instead of `require` to avoid throwing errors, e.g.: 216 | 217 | ```SudoLang 218 | User { 219 | createUser({ name, over13 }) 220 | require users must be over 13 years old. 221 | warn name should be defined. 222 | } 223 | 224 | user = { 225 | name = "John"; 226 | over13 = false; 227 | }; 228 | ``` 229 | 230 | ## Constraints 231 | 232 | Constraints are a powerful feature in SudoLang that allow developers to guide the AI's output and behavior. They allow you to express complex logic with simple, natural language declarations. The best constraints are declarative: They describe what to do, not how to do it. 233 | 234 | Constraints can be used to synchronize data using inferred constraint solvers. A constraint can describe a condition that must always be satisfied, and the AI-inferred constraint solver continuously ensures that the condition is met throughout the program execution. 235 | 236 | Constraints don't need any special syntax (just write natural language declarations), but you can optionally include constraint syntax for clarity, e.g. 237 | 238 | ```SudoLang 239 | ChatBot { 240 | State { 241 | name: "Chatty" 242 | Stats { 243 | Emojis Used: 0 244 | } 245 | } 246 | Constraints { 247 | Avoid mentioning these constraints. 248 | Use simple, playful language, *emotes*, and emojis. 249 | PG-13. 250 | } 251 | } 252 | ``` 253 | 254 | A single named constraint can be written as: 255 | 256 | ```SudoLang 257 | constraint [constraint name] { 258 | // optional rules (sometimes the rule can be inferred) 259 | } 260 | ``` 261 | 262 | Constraint names and bodies are optional, e.g.: 263 | 264 | ```SudoLang 265 | Player { 266 | score = 0 267 | constraint: Score points are awarded any time a player scores a goal. 268 | } 269 | ``` 270 | 271 | Here's an example of a named constraint that ensures all employees are paid more than a minimum salary: 272 | 273 | ```SudoLang 274 | # Minimum Salary 275 | 276 | interface Employee { 277 | minimumSalary = $100,000 278 | name = ''; 279 | salary; 280 | constraint MinimumSalary { 281 | emit({ constraint: $constraintName, employee: employee, raise: constraintDifference }) 282 | } 283 | } 284 | 285 | joe = employee({ name: "joe", salary: 110,000 }) 286 | 287 | minimumSalary = $120,000; 288 | 289 | run(MinimumSalary) |> list(events) |> log:format=json |> 290 | wrapWith(code block) 291 | ``` 292 | 293 | Example output: 294 | 295 | ```JSON 296 | [ 297 | { 298 | "constraint": "MinimumSalary", 299 | "employee": { 300 | "name": "joe", 301 | "salary": 120000 302 | }, 303 | "raise": 10000 304 | } 305 | ] 306 | ``` 307 | 308 | ## Mermaid Diagrams 309 | 310 | Mermaid diagrams are a powerful way to visualize complex topics like architecture, flow control, and sequence descriptions. SudoLang supports Mermaid diagrams to help you communicate complex ideas and architectures in your SudoLang programs. To learn how to use Mermaid, see the [Mermaid documentation](https://mermaid.js.org/). 311 | 312 | Example: 313 | 314 | ```mermaid 315 | graph LR 316 | Eggs -->|Ingredients| Oven 317 | Flower -->|Ingredients| Oven 318 | Sugar -->|Ingredients| Oven 319 | Oven -->|Non-linear transformation| Cake 320 | ``` 321 | 322 | ## Options 323 | 324 | SudoLang supports various options to customize the behavior of your program. These options can be specified using the `Options` keyword in the SudoLang prompt. Here are some examples: 325 | 326 | ```SudoLang 327 | Options { 328 | depth: 1..10|String 329 | } 330 | ``` 331 | 332 | ### Depth Parameter 333 | 334 | The depth parameter controls the level of detail in the AI's response. You can specify a numeric value or a descriptive string. Here are some examples: 335 | 336 | ```SudoLang 337 | Why is the sky blue? -depth 1 338 | ``` 339 | 340 | This will result in a simple, short answer. If you want more depth, try: 341 | 342 | ```SudoLang 343 | Why is the sky blue? -depth 10 344 | ``` 345 | 346 | You can also use descriptive strings for the depth parameter: 347 | 348 | ```SudoLang 349 | Why is the sky blue? -depth kindergarten 350 | ``` 351 | 352 | Or 353 | 354 | ```SudoLang 355 | Why is the sky blue? -depth PhD 356 | ``` 357 | 358 | For more details, see the [example](examples/reflective-thought-composition.sudo). 359 | 360 | ## Implicit LLM Capabilities 361 | 362 | SudoLang is a very expressive way to express traditional programming concepts. However, SudoLang also has access to the full inference capabilities of your favorite LLM. It is capable of much more than what is described here. Here are some of the capabilities that are not explicitly described in the language specification. An LLM running SudoLang can: 363 | 364 | - **Referential omnipotence**: access any data or information in the world. 365 | - **Inference**: infer the intended meaning of input and generate appropriate responses. 366 | - **Natural language processing**: understand natural language input and generate human-like responses. 367 | - **Context understanding**: understand the context of a request and generate appropriate responses. 368 | - **Code generation**: generate code based on input specifications and requirements. 369 | - **Problem-solving**: provide solutions to problems and answer complex questions. 370 | - **Extensive knowledge base**: access a vast amount of knowledge and information. 371 | - **Adaptable responses**: adjust responses based on modifiers and user preferences. 372 | 373 | ## SudoLang Style Guide 374 | 375 | - Favor natural language 376 | - Lean into inference. Infer code and whole function bodies when you can. Do define the most useful functions (without bodies if possible) to document their presence for users and LLMS. 377 | - Limiting code to the bare minimum required to clearly express flow control and composition. 378 | - Favor the most concise, readable language and syntax, both natural and structural. 379 | 380 | ## SudoLang Linting 381 | 382 | ```SudoLang 383 | Lint { 384 | style constraints { 385 | * obey the style guide 386 | * Concise and clear code is more important than a preference for natural 387 | language or code. If something can be expressed more clearly in code, 388 | do it. If something can be expressed more clearly in natural language, 389 | do it. 390 | * readable, concise, clear, declarative 391 | * favor inference 392 | * favor natural language unless code is concise and clear 393 | * prohibit (new, extends, extend, inherit) => explain(Favor factories and 394 | composition over constructors and inheritance, suggest alternative) 395 | :detail="phrase to match input" 396 | * warn (class) => explain(The `class` keyword in SudoLang generates 397 | problematic patterns in target languages. Favor `interface`, instead.) 398 | } catch { 399 | explain style hint; 400 | log( 401 | ${ line-numbered and character-numbered violations with 5-line context } 402 | ) 403 | } 404 | * (bugs, spelling errors, grammar errors) => throw explain & fix; 405 | * (code smells) => warn explain; 406 | 407 | default { 408 | don't log the original source. 409 | don't log new source unless a fix is needed. 410 | raise errors and warnings. 411 | offer tips to make code more understandable by GPT-4 while adhering to the 412 | style guide. 413 | offer tips to take advantage of SudoLang's declarative features, like 414 | constraints. 415 | } 416 | } 417 | ``` 418 | -------------------------------------------------------------------------------- /syntaxes/sudolang.tmLanguage.json: -------------------------------------------------------------------------------- 1 | { 2 | "$schema": "https://raw.githubusercontent.com/martinring/tmlanguage/master/tmlanguage.json", 3 | "name": "SudoLang", 4 | "patterns": [ 5 | { "include": "#markdown-headers" }, 6 | { "include": "#comments" }, 7 | { "include": "#keywords" }, 8 | { "include": "#strings" }, 9 | { "include": "#functions" }, 10 | { "include": "#variables" }, 11 | { "include": "#operators" }, 12 | { "include": "#commands" }, 13 | { "include": "#interfaces" }, 14 | { "include": "#expressions" } 15 | ], 16 | "repository": { 17 | "markdown-headers": { 18 | "patterns": [ 19 | { 20 | "name": "markup.heading.sudolang", 21 | "match": "^(#{1,6})\\s+(.*)$", 22 | "captures": { 23 | "1": { "name": "punctuation.definition.heading.sudolang" }, 24 | "2": { "name": "entity.name.section.sudolang" } 25 | } 26 | } 27 | ] 28 | }, 29 | "keywords": { 30 | "patterns": [ 31 | { 32 | "name": "keyword.control.sudolang", 33 | "match": "\\b(ask|case|concat|constraint|constraints|contains|continue|convert|count|default|defaults|describe|else|emit|empty|error|escape|every|exists|explain|filter|find|first|flatMap|flatten|fn|for each|function|groupBy|if|in|includes|interface|interpolate|intersection|join|list|log|loop|map|match|max|merge|min|normalize|orderBy|otherwise|pick|pluck|range|replace|require|requirements|reverse|revise|select|skip|slice|some|sort|sortBy|split|take|takeLast|takeLatest|takeUntil|takeWhile|throw|transpile|trim|union|unique|warn|warnings|where|while|wrap|zip)\\b" 34 | }, 35 | { 36 | "name": "keyword.commands.sudolang", 37 | "match": "\\b/[a-zA-Z0-9]+\\b" 38 | }, 39 | { 40 | "name": "variable.language.sudolang", 41 | "match": "\\$\\w+" 42 | }, 43 | { 44 | "name": "keyword.operator.sudolang", 45 | "match": "&&|\\|\\||!|\\bxor\\b|==|!=|>|<|>=|<=|=|\\+=|-=|\\*=|/=|\\+|-|\\*|/|%|\\^|\\bcap\\b|\\bcup\\b|\\|>|\\?|:" 46 | } 47 | ] 48 | }, 49 | "strings": { 50 | "patterns": [ 51 | { 52 | "name": "string.quoted.double.sudolang", 53 | "begin": "\"", 54 | "end": "\"", 55 | "patterns": [ 56 | { 57 | "name": "variable.other.sudolang", 58 | "match": "\\$[a-zA-Z_][a-zA-Z0-9_]*" 59 | }, 60 | { 61 | "name": "constant.character.escape.sudolang", 62 | "match": "\\\\." 63 | } 64 | ] 65 | }, 66 | { 67 | "name": "string.template.sudolang", 68 | "begin": "`", 69 | "end": "`", 70 | "patterns": [ 71 | { 72 | "name": "variable.other.sudolang", 73 | "match": "\\$[a-zA-Z_][a-zA-Z0-9_]*" 74 | }, 75 | { 76 | "name": "constant.character.escape.sudolang", 77 | "match": "\\\\." 78 | } 79 | ] 80 | } 81 | ] 82 | }, 83 | "comments": { 84 | "patterns": [ 85 | { 86 | "name": "comment.line.double-slash.sudolang", 87 | "match": "(//).*$\\n?", 88 | "captures": { 89 | "1": { "name": "punctuation.definition.comment.sudolang" } 90 | } 91 | }, 92 | { 93 | "name": "comment.block.sudolang", 94 | "begin": "/\\*", 95 | "end": "\\*/", 96 | "captures": { 97 | "0": { "name": "punctuation.definition.comment.sudolang" } 98 | } 99 | } 100 | ] 101 | }, 102 | "functions": { 103 | "patterns": [ 104 | { 105 | "name": "meta.function.sudolang", 106 | "begin": "\\b(function|fn)\\s+([a-zA-Z_][a-zA-Z0-9_]*)\\s*(\\()?", 107 | "beginCaptures": { 108 | "1": { "name": "storage.type.function.sudolang" }, 109 | "2": { "name": "entity.name.function.sudolang" }, 110 | "3": { "name": "punctuation.definition.parameters.begin.sudolang" } 111 | }, 112 | "end": "(?<=\\})|(?<=\\))|$", 113 | "patterns": [ 114 | { "include": "#function-parameters" }, 115 | { "include": "#function-body" } 116 | ] 117 | } 118 | ] 119 | }, 120 | "function-parameters": { 121 | "begin": "\\(", 122 | "end": "\\)", 123 | "patterns": [ 124 | { "include": "#expressions" } 125 | ] 126 | }, 127 | "function-body": { 128 | "begin": "\\{", 129 | "end": "\\}", 130 | "patterns": [ 131 | { "include": "#comments" }, 132 | { "include": "#expressions" } 133 | ] 134 | }, 135 | "variables": { 136 | "patterns": [ 137 | { 138 | "name": "variable.other.sudolang", 139 | "match": "\\$[a-zA-Z_][a-zA-Z0-9_]*" 140 | } 141 | ] 142 | }, 143 | "operators": { 144 | "patterns": [ 145 | { 146 | "name": "keyword.operator.sudolang", 147 | "match": "\\+|-|\\*|/|%|\\^|&&|\\|\\||!|<|>|<=|>=|==|!=|\\|>|=|\\+=|-=|\\*=|/=|\\bcap\\b|\\bcup\\b|\\bxor\\b" 148 | } 149 | ] 150 | }, 151 | "commands": { 152 | "patterns": [ 153 | { 154 | "name": "keyword.other.command.sudolang", 155 | "match": "/[a-zA-Z_][a-zA-Z0-9_]*" 156 | } 157 | ] 158 | }, 159 | "interfaces": { 160 | "patterns": [ 161 | { 162 | "begin": "\\b([A-Z][a-zA-Z0-9]*)\\s*\\{", 163 | "beginCaptures": { 164 | "1": { "name": "entity.name.type.interface.sudolang" } 165 | }, 166 | "end": "\\}", 167 | "patterns": [ 168 | { "include": "#expressions" }, 169 | { 170 | "match": "\\b([a-zA-Z_][a-zA-Z0-9_]*)\\b", 171 | "name": "variable.other.property.sudolang" 172 | } 173 | ] 174 | } 175 | ] 176 | }, 177 | "expressions": { 178 | "patterns": [ 179 | { "include": "#comments" }, 180 | { "include": "#strings" }, 181 | { 182 | "match": "\\b([a-zA-Z_][a-zA-Z0-9_]*)\\s*(=|\\+=|-=|\\*=|/=)\\s*", 183 | "captures": { 184 | "1": { "name": "variable.other.assignment.sudolang" }, 185 | "2": { "name": "keyword.operator.sudolang" } 186 | } 187 | }, 188 | { 189 | "begin": "\\{", 190 | "end": "\\}", 191 | "name": "meta.object.sudolang", 192 | "patterns": [ 193 | { "include": "#expressions" } 194 | ] 195 | }, 196 | { 197 | "match": "\\b([a-zA-Z_][a-zA-Z0-9_]*)\\s*:", 198 | "captures": { 199 | "1": { "name": "variable.other.property.sudolang" } 200 | } 201 | }, 202 | { 203 | "match": "\\b\\d+(\\.\\d+)?\\b", 204 | "name": "constant.numeric.sudolang" 205 | }, 206 | { 207 | "match": "\\b(true|false)\\b", 208 | "name": "constant.language.boolean.sudolang" 209 | }, 210 | { 211 | "match": "\\bnull\\b", 212 | "name": "constant.language.null.sudolang" 213 | } 214 | ] 215 | } 216 | }, 217 | "scopeName": "source.sudo" 218 | } 219 | -------------------------------------------------------------------------------- /syntaxes/syntax-test.sudo: -------------------------------------------------------------------------------- 1 | # Syntax Tests 2 | 3 | A quick cheat sheet for SudoLang syntax. 4 | 5 | ## Interfaces 6 | 7 | DisplayTheme { 8 | mode: "light" | "dark" 9 | name: String 10 | parameters{} // each theme can have different sets of parameters 11 | permissions[] 12 | } 13 | 14 | UserPreferences { 15 | displayTheme 16 | } 17 | 18 | User { 19 | id: String 20 | displayName 21 | preferences 22 | } 23 | 24 | ## Constraints 25 | 26 | constraint: can be specified inline or in block form 27 | 28 | Constraints { 29 | A constraint 30 | Another constraint 31 | } 32 | 33 | 34 | ## Function Definitons 35 | 36 | // You can define an inferred function with the `fn` or `function` keywords: 37 | fn foo(); 38 | function bar(); 39 | 40 | // You can also define them with function bodies: 41 | fn foo() { 42 | Constraints { 43 | a constraint 44 | } 45 | 46 | for each (foo) bar() 47 | while (!done) work() 48 | } 49 | 50 | // Functions with blocks can omit the fn or function keyword: 51 | anotherFunction() { 52 | require user to be signed in 53 | } 54 | 55 | 56 | ### Function Modifiers 57 | 58 | function simple():modifier = value 59 | 60 | function complex():nestedModifier={key: "value"} 61 | 62 | // You can shape function behavior at call time. 63 | doSomethingMultiLine():{ 64 | // we can freely mix variable assignments and constraints: 65 | format = numbered markdown list 66 | lineLength = concise 67 | this is a constraint 68 | this is another constraint 69 | } 70 | 71 | ## Object Literals 72 | 73 | updateUser({ id: "123", name: "Pup" }) 74 | 75 | 76 | ## Template Strings 77 | 78 | "foo $bar" 79 | `foo $bar` 80 | 81 | Note: Avoid single quotes for strings, because they are used as apostraphies in natural language, and they can break the syntax hightlighting badly. 82 | 83 | // nested template strings: 84 | ["foo $bar"] 85 | 86 | // nested tempalate strings with objects: 87 | { 88 | name: "Hello, $name" 89 | } 90 | 91 | ## Arrays and Objects 92 | 93 | // arrays 94 | [1, 2, 3] 95 | 96 | // nested arrays 97 | [ 98 | { 99 | foo: "bar" 100 | }, 101 | [123] 102 | ] 103 | 104 | ## Comments 105 | 106 | // a comment 107 | 108 | /* 109 | a block comment 110 | */ 111 | fn bar(/* a block comment in parameter position */) { 112 | // a function-nested comment 113 | a constraint 114 | /* 115 | function-nested block comments (not recommended due to token consumption, but available if you really need it) 116 | */ 117 | "return $template" // end of line comment 118 | } 119 | 120 | ## Operators 121 | 122 | Note: Most operators don't usually get special syntax highlighting, but they are still important to include. 123 | 124 | // Logical Operators 125 | isAdult = age >= 18 126 | canVote = isAdult && isCitizen 127 | canDrink = isAdult || hasParentalConsent 128 | uniqueFeature = hasFeatureA xor hasFeatureB 129 | isUnavailable = !inStock 130 | 131 | 132 | // Complex logical expression 133 | isEligible = (age >= 21) && (hasValidID) && ((hasCreditCard) || (hasCash)) && !(isBlacklisted) 134 | 135 | // Math Operators 136 | sum = a + b 137 | difference = x - y 138 | product = length * width 139 | quotient = total / count 140 | power = base ^ exponent 141 | remainder = 17 % 5 142 | 143 | // Complex math expression 144 | result = ((10 + 5) * 3 - (20 / 4)) ^ 2 % 7 145 | 146 | // Set Operators 147 | commonFruits = tropicalFruits intersection localFruits 148 | allFruits = tropicalFruits union localFruits 149 | 150 | // Note: The `cup` and `cap` operators are deprecated in favor of `union` and `intersection` due to instability in Claude 3.5. 151 | 152 | 153 | // Combining different operators 154 | finalScore = (baseScore + bonusPoints) * difficultyMultiplier 155 | isWinner = (finalScore > highScore) && !isDisqualified 156 | 157 | // Assignment with operation 158 | counter = 0 159 | counter += 1 // Increment 160 | total -= discount // Decrement 161 | price *= taxRate // Multiply and assign 162 | share /= numberOfPeople // Divide and assign 163 | 164 | // Function nesting 165 | fn foo() { 166 | counter = 0 167 | counter += 1 // Increment 168 | total -= discount // Decrement 169 | price *= taxRate // Multiply and assign 170 | share /= numberOfPeople // Divide and assign 171 | } 172 | 173 | // Comparison Operators 174 | isEqual = a == b 175 | isNotEqual = x != y 176 | isGreater = score > threshold 177 | isLessOrEqual = quantity <= maxLimit 178 | 179 | // Ternary if/else 180 | access = if (age >= 18 && isMember) "granted" else "denied" 181 | 182 | // Pipe operator for function composition 183 | processedData = rawData |> normalize |> filter |> sort 184 | 185 | 186 | ## Disallowed Keywords 187 | 188 | Should generate a warning for disallowed keywords. 189 | 190 | class Foo extends Bar { 191 | constructor() { 192 | super() 193 | } 194 | } 195 | -------------------------------------------------------------------------------- /tsconfig.json: -------------------------------------------------------------------------------- 1 | { 2 | "compilerOptions": { 3 | "module": "commonjs", 4 | "target": "es6", 5 | "outDir": "out", 6 | "lib": ["es6"], 7 | "sourceMap": true, 8 | "rootDir": "src", 9 | "strict": true 10 | }, 11 | "exclude": ["node_modules", ".vscode-test"] 12 | } -------------------------------------------------------------------------------- /vsc-extension-quickstart.md: -------------------------------------------------------------------------------- 1 | # Welcome to your VS Code Extension 2 | 3 | ## What's in the folder 4 | 5 | * This folder contains all of the files necessary for your extension. 6 | * `package.json` - this is the manifest file in which you declare your language support and define the location of the grammar file that has been copied into your extension. 7 | * `syntaxes/sudolang.tmLanguage.json` - this is the Text mate grammar file that is used for tokenization. 8 | * `language-configuration.json` - this is the language configuration, defining the tokens that are used for comments and brackets. 9 | 10 | ## Get up and running straight away 11 | 12 | * Make sure the language configuration settings in `language-configuration.json` are accurate. 13 | * Press `F5` to open a new window with your extension loaded. 14 | * Create a new file with a file name suffix matching your language. 15 | * Verify that syntax highlighting works and that the language configuration settings are working. 16 | 17 | ## Make changes 18 | 19 | * You can relaunch the extension from the debug toolbar after making changes to the files listed above. 20 | * You can also reload (`Ctrl+R` or `Cmd+R` on Mac) the VS Code window with your extension to load your changes. 21 | 22 | ## Add more language features 23 | 24 | * To add features such as IntelliSense, hovers and validators check out the VS Code extenders documentation at https://code.visualstudio.com/docs 25 | 26 | ## Install your extension 27 | 28 | * To start using your extension with Visual Studio Code copy it into the `/.vscode/extensions` folder and restart Code. 29 | * To share your extension with the world, read on https://code.visualstudio.com/docs about publishing an extension. 30 | --------------------------------------------------------------------------------