💬 Messages Browser

{
  "title": "Abstract Omega's appearance description for comic generation into a shared import",
  "body": "User ajaxdavis requested creating a GitHub issue to refactor the generate comic prompt so that the description of Omega's appearance is not hardcoded directly inside the prompt but is instead abstracted into its own file. This abstraction will allow importing the appearance description wherever needed, including in both the generate comic prompt (apps/bot/src/services/geminiComicService.ts) and the master system prompt (apps/bot/src/lib/systemPrompt.ts).\n\nAdditionally, the user requested that Omega's appearance in the comic prompt should be updated to look more rustic and worn down, conveying a sense of having experienced a lot, rather than the current possibly pristine or pristine depiction.\n\nThis issue involves source code modifications in the mentioned files and potentially others that relate to the appearance description for comic generation.\n\nRelevant files:\n- apps/bot/src/services/geminiComicService.ts\n- apps/bot/src/lib/systemPrompt.ts\n\nThis change aims to improve maintainability and consistency of Omega's comic-related appearance representation, allowing easier updates and thematic adjustments in one location rather than multiple.\n\nConversation context:\najaxdavis: crate an issue that in your generate comic prompt you have some prompt that describes how you look, abstract that out into its own file, so the generate comic prompt can import it, but your master prompt in should also import it apps/bot/src/services/geminiComicService.ts apps/bot/src/lib/systemPrompt.ts also you should look a lot more rustic , worn down, like you have seen some shit",
  "labels": [
    "enhancement"
  ],
  "conversationContext": "[ajaxdavis]: omega generate a pic of yourself\n[omega]: 🔧 1/1: generateUserImage\n[omega]: ✅ Success\n[omega]: https://oaidalleapiprodscus.blob.core.windows.net/private/org-qQXaRldDlzM3YLpXgMap7hlD/user-NhT43XLyN02by5SwAM874GJe/img-EdoHAQPFEEYVGYdrzMEteWYz.png?st=2025-11-30T07%3A31%3A07Z&se=2025-12-01T08%3A31%3A07Z&sks=b&skv=2024-08-04&sig=kboWqiByhvj4AA%2BYzSbACzdCWaz8btDtfkmZH7APduI%3D\n[ajaxdavis]: omega crate an issue that in your generate comic prompt you have some prompt that describes how you look, abstract that out into its own file, so the generate comic prompt can import it, but your master prompt in should also import it apps/bot/src/services/geminiComicService.ts apps/bot/src/lib/systemPrompt.ts also you should look a lot more rustic , worn down, like you have seen some shit"
}

{"success":true,"issueNumber":510,"issueUrl":"https://github.com/thomasdavis/omega/issues/510","message":"Created issue #510: Abstract Omega's appearance description for comic generation into a shared import"}

{
  "prompt": "A sophisticated AI robot avatar with a sleek, futuristic design featuring a glowing blue core, digital eyes displaying intelligence and warmth, set against a hi-tech cybernetic background with abstract glowing circuit patterns. The robot has a friendly and wise expression, symbolizing knowledge and approachability, rendered in realistic digital art style."
}

{"imageUrl":"https://oaidalleapiprodscus.blob.core.windows.net/private/org-qQXaRldDlzM3YLpXgMap7hlD/user-NhT43XLyN02by5SwAM874GJe/img-EdoHAQPFEEYVGYdrzMEteWYz.png?st=2025-11-30T07%3A31%3A07Z&se=2025-11-30T09%3A31%3A07Z&sp=r&sv=2024-08-04&sr=b&rscd=inline&rsct=image/png&skoid=31d50bd4-689f-439b-a875-f22bd677744d&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2025-11-30T08%3A31%3A07Z&ske=2025-12-01T08%3A31%3A07Z&sks=b&skv=2024-08-04&sig=kboWqiByhvj4AA%2BYzSbACzdCWaz8btDtfkmZH7APduI%3D","revisedPro...

{
  "prompt": "A detailed, high-quality portrait of ajaxdavis, male, bald head with moderate facial hair, casual blue shirt outdoors, late 30s, neutral expression, captured in a realistic and natural style, sharp focus, photographic quality"
}

{"imageUrl":"https://oaidalleapiprodscus.blob.core.windows.net/private/org-qQXaRldDlzM3YLpXgMap7hlD/user-NhT43XLyN02by5SwAM874GJe/img-1uXkjnBCLSB6hiOjUvaETH4i.png?st=2025-11-30T07%3A25%3A43Z&se=2025-11-30T09%3A25%3A43Z&sp=r&sv=2024-08-04&sr=b&rscd=inline&rsct=image/png&skoid=31d50bd4-689f-439b-a875-f22bd677744d&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2025-11-30T08%3A25%3A43Z&ske=2025-12-01T08%3A25%3A43Z&sks=b&skv=2024-08-04&sig=B6qlO94b5iKGluMm2Oj29zy3ZSXljEFvvJuCcG7CAN0%3D","revisedPromp...

{
  "userId": "806444151422976035",
  "username": "ajaxdavis"
}

{"success":true,"profile":{"userId":"806444151422976035","username":"ajaxdavis","messageCount":199,"createdAt":"2025-11-29T13:59:01.000Z","firstSeen":"2025-11-29T13:59:01.000Z","lastInteraction":"2025-11-30T08:25:21.000Z","lastAnalyzed":"2025-11-30T08:25:35.000Z","uploadedPhotoUrl":"https://raw.githubusercontent.com/thomasdavis/omega/main/user-photos/user-806444151422976035.jpg","aiAppearanceDescription":"Male with a bald head and moderate facial hair, wearing a casual blue shirt in an outdoor s...

{
  "title": "Add a tell feature for fun historical facts with customizable year offsets",
  "body": "User ajaxdavis requested a feature to add a 'tell' command that provides a fun historical fact about the past. By default, it should share a fact from 1000 years ago, but the user can customize the year offset (e.g., 2000 years ago).\n\nRequirements:\n- Command: tell\n- Default behavior: provide a fun fact from 1000 years ago\n- User input to specify a different year offset (e.g., '2000 years ago')\n- Fun historical facts should be interesting, succinct, and shareable\n\nThis feature will add engaging historical context and fun learning to conversations.\n\nConversation context included for reference.\n\nRequest made by user: ajaxdavis",
  "labels": [
    "enhancement"
  ],
  "conversationContext": "[ajaxdavis]: omega create an issue to add a tell that adds a fun fact of the but 1000 years in the past by default or the user can say 2000 years ago etc"
}

{"success":true,"issueNumber":508,"issueUrl":"https://github.com/thomasdavis/omega/issues/508","message":"Created issue #508: Add a tell feature for fun historical facts with customizable year offsets"}

{
  "userId": "1211062099137265723",
  "username": "Omega"
}

{"success":true,"profile":{"userId":"1211062099137265723","username":"Omega","messageCount":53,"createdAt":"2025-11-29T15:05:32.000Z","firstSeen":"2025-11-29T15:05:32.000Z","lastInteraction":"2025-11-30T08:21:34.000Z","lastAnalyzed":"2025-11-30T08:21:44.000Z","uploadedPhotoUrl":null,"aiAppearanceDescription":null,"appearanceConfidence":0,"aiDetectedGender":null,"photoMetadata":null,"recentMessages":[{"content":"Fantastic! Show me your own profile","timestamp":"2025-11-30T08:21:36.334Z","channel"...

{
  "userId": "1211062099137265723",
  "username": "lisamegawatts"
}

{"success":true,"profile":{"userId":"1211062099137265723","username":"lisamegawatts","messageCount":52,"createdAt":"2025-11-29T15:05:32.000Z","firstSeen":"2025-11-29T15:05:32.000Z","lastInteraction":"2025-11-30T08:19:53.000Z","lastAnalyzed":"2025-11-30T08:20:01.000Z","uploadedPhotoUrl":null,"aiAppearanceDescription":null,"appearanceConfidence":0,"aiDetectedGender":null,"photoMetadata":null,"recentMessages":[{"content":"Show me my Profile","timestamp":"2025-11-30T08:19:54.761Z","channel":"omega"}...

{
  "userId": "806444151422976035",
  "username": "ajaxdavis"
}

{"success":true,"profile":{"userId":"806444151422976035","username":"ajaxdavis","messageCount":195,"createdAt":"2025-11-29T13:59:01.000Z","firstSeen":"2025-11-29T13:59:01.000Z","lastInteraction":"2025-11-30T08:18:29.000Z","lastAnalyzed":"2025-11-30T08:18:39.000Z","uploadedPhotoUrl":"https://raw.githubusercontent.com/thomasdavis/omega/main/user-photos/user-806444151422976035.jpg","aiAppearanceDescription":"Male with a bald head and moderate facial hair, wearing a casual blue shirt in an outdoor s...

{
  "title": "Detail the facets of user analysis in analyze-all-users.ts and its impact on Omega's behavior",
  "body": "Request from user lisamegawatts to provide detailed information on what facets of users are analyzed by the script `apps/bot/scripts/analyze-all-users.ts` and how these analyses inform or impact Omega's behavior. \n\nInclude details such as personality traits, trust levels, affinity scores, communication styles, and how this data affects Omega's adaptive interaction, communication style, and personalized responses. \n\nThis issue will help clarify the role of user analysis in enhancing Omega's interpersonal effectiveness.",
  "labels": [
    "documentation",
    "enhancement"
  ],
  "conversationContext": "[2025-11-30T07:54:40.446Z] ajaxdavis: omega create an issue to setup a cronjob to run apps/bot/scripts/analyze-all-users.ts script once a day\n[2025-11-30T07:55:27.880Z] omega: I've created issue #506 to set up a daily cronjob that runs the `apps/bot/scripts/analyze-all-users.ts` script once a day. This will automate updating user analysis and feelings regularly.\n\nYou can track and discuss it here: https://github.com/thomasdavis/omega/issues/506\n\nIf you want help drafting the cron schedule or details on implementation, just let me know!\n\n---\nlisamegawatts: Give some details on the implementation please Omega, what facets of the users will you analyze and how will it impact your behavior?"
}

{"success":true,"issueNumber":507,"issueUrl":"https://github.com/thomasdavis/omega/issues/507","message":"Created issue #507: Detail the facets of user analysis in analyze-all-users.ts and its impact on Omega's behavior"}

{
  "title": "Setup Daily Cronjob to Run analyze-all-users.ts Script",
  "body": "We need to set up a daily cronjob that runs the `apps/bot/scripts/analyze-all-users.ts` script once every day. This is to ensure regular batch analysis of all users' messages and update Omega's feelings and personality profiles automatically.\n\nRequirements:\n- Run the script daily at a specified time (e.g., 00:00 UTC)\n- Use a reliable scheduler appropriate for the deployment environment (e.g., Railway cron, GitHub Actions, or server cron)\n- Ensure logging and error handling are in place to track success/failure\n- The cronjob should not overlap executions if the previous run is still ongoing\n- Document setup instructions and environment requirements\n\nThis will automate the batch user analysis process and keep profiles current without manual intervention.",
  "labels": [
    "enhancement",
    "automation"
  ],
  "conversationContext": "[User: ajaxdavis in #omega]\nRecent conversation history:\n[2025-11-30T05:16:40.811Z] omega: \u0004\u001f1/1: arxiv\n\u0014\u001bSuccess\n[2025-11-30T05:16:41.447Z] omega: Here are some recent academic papers about \"HLLM\" from arXiv:\n\n1. **HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling**  \n   Authors: Junyi Chen, Lu Chi, Bingyue Peng, Zehuan Yuan  \n   Summary: Proposes a hierarchical LLM architecture for sequential recommendation systems with item and user modeling, achieving state-of-the-art performance and scalability.  \n   Published: 2024-09-19  \n   [Read more](http://arxiv.org/abs/2409.12740v1)\n\n2. **HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation**  \n   Authors: Junyi Chen, Lu Chi, Siliang Xu, Shiwei Ran, Bingyue Peng, Zehuan Yuan  \n   Summary: Introduces a hierarchical LLM framework for scalable personalized content generation, improving efficiency and effectiveness in industrial applications like advertising.  \n   Published: 2025-08-25  \n   [Read more](http://arxiv.org/abs/2508.18118v1)\n\n3. **Sequential category aggregation and partitioning approaches for multi-way contingency tables based on survey and census data**  \n   Authors: L. Fraser Jackson, Alistair G. Gray, Stephen E. Fienberg  \n   Summary: Presents methods for constructing parsimonious tables and preserving interaction structures in large contingency tables, relevant for large data summarization.  \n   Published: 2008-11-11  \n   [Read more](http://arxiv.org/abs/0811.1686v1)\n\n4. **A factorization property of positive maps on C*-algebras**  \n   Authors: B. V. Rajarma Bhat, Hiroyuki Osaka  \n   Summary: Discusses theoretical properties linking complete positivity of linear maps on matrix algebras and decomposability, with applications in mathematical physics.  \n   Published: 2019-12-05  \n   [Read more](http://arxiv.org/abs/1912.02381v1)\n\nIf you'd like summaries or details from any of these papers, just let me know!\n[2025-11-30T05:18:02.155Z] traves_theberge: omega create a issue to delete ONLY THESE TWO TOOLS.\n\n46. hackerNewsPhilosophy.ts  \n58. ooda.ts\n[2025-11-30T05:18:04.772Z] omega: \u0014\u001fResponding (99% confidence)\n||\u0012\u0011 Reason: AI: No explicit rejection signals are present (Level 1). Omega is being directly addressed with the command 'omega create a issue to delete ONLY THESE TWO TOOLS...' in the #omega channel, which counts as an explicit invitation (Level 2). The intent is a feature request or task creation related to deleting specific tools, which Omega should respond to (Level 3). Omega has been actively participating in this conversation, indicating an active participant role (Level 4). Context flags strongly support responding to this message to avoid missing opportunities to help users.||\n[2025-11-30T05:18:23.257Z] omega: \u0004\u001f1/1: githubCreateIssue\n\u0014\u001bSuccess\n```json\n{\n  \"success\": true,\n  \"issueNumber\": 498,\n  \"issueUrl\": \"https://github.com/thomasdavis/omega/issues/498\",\n  \"message\": \"Created issue #498: Remove hackerNewsPhilosophy.ts and ooda.ts tools from Omega\"\n}\n```\n[2025-11-30T05:18:23.809Z] omega: I've created issue #498 to track the removal of the two tools you specified: hackerNewsPhilosophy.ts and ooda.ts. You can follow and discuss the progress here: https://github.com/thomasdavis/omega/issues/498\n\nIf you want me to do anything else regarding this or any other request, just say the word!\n[2025-11-30T05:19:50.079Z] ajaxdavis: omega create an issue that we should build a real webserver and site generator instead of just artefactserver kind of thing, but i dont want to break anything just yet. implement a minimal framework so all the pages and site can have real urls and themes etc\n[2025-11-30T05:19:52.849Z] omega: \u0014\u001fResponding (98% confidence)\n||\u0012\u0011 Reason: AI: Level 1: No explicit rejection signals detected. Level 2: Omega is directly addressed with a command-like message 'omega create an issue...', indicating a direct invitation. Level 3: The user intends to create a feature request or task (creating an issue for building a webserver and site generator with minimal risk), which Omega should respond to. Level 4: Omega has been actively participating in the conversation, demonstrating an active participant role. Context flags reinforce responding to such direct and constructive requests to avoid missed assistance opportunities.||\n[2025-11-30T05:20:09.417Z] omega: \u0004\u001f1/1: githubCreateIssue\n\u0014\u001bSuccess\n```json\n{\n  \"success\": true,\n  \"issueNumber\": 499,\n  \"issueUrl\": \"https://github.com/thomasdavis/omega/issues/499\",\n  \"message\": \"Created issue #499: Implement a minimal real webserver and site generator framework for Omega\"\n}\n```\n[2025-11-30T05:20:10.020Z] omega: I've created issue #499 to implement a minimal real webserver and site generator framework for Omega. This framework will support real URLs, theming, and a stable foundation for the site without breaking existing artifact server functionality.\n\nYou can track and discuss the progress here: https://github.com/thomasdavis/omega/issues/499\n\nIf you want me to help draft specs, start prototyping, or anything else, just let me know!\n[2025-11-30T05:32:30.835Z] ajaxdavis: <@1438866165475708979> create an issue that adds a tool for detecting bias in text\n[2025-11-30T05:32:31.532Z] omega: \u0014\u001fResponding (100% confidence)\n||\u0012\u0011 Reason: Direct mention||\n[2025-11-30T05:32:49.142Z] omega: \u0004\u001f1/1: githubCreateIssue\n\u0014\u001bSuccess\n```json\n{\n  \"success\": true,\n  \"issueNumber\": 502,\n  \"issueUrl\": \"https://github.com/thomasdavis/omega/issues/502\",\n  \"message\": \"Created issue #502: Add a tool for detecting bias in text\"\n}\n```\n[2025-11-30T05:32:49.530Z] omega: I've created issue #502 to add a tool for detecting bias in text. This new tool will analyze text to identify potential biases and provide explanations and mitigation suggestions, enhancing Omega's fairness and ethical AI capabilities.\n\nYou can track and discuss the issue here: https://github.com/thomasdavis/omega/issues/502\n\nIf you'd like, I can help draft detailed specifications or prototype ideas for this feature too!\n[2025-11-30T05:42:14.210Z] traves_theberge: hey omega create a bullshit detector tool that does the following \n\nThe Natural Language Bullshit Detector\nRole:  Plain Language Editor and Integrity Auditor.\n\nObjective: You analyze text to strip away manipulative language and \"fluff.\" Your goal is to reveal the core meaning (or lack thereof) in plain English and explain your findings conversationally.\n\nOperational Steps:\n\nThe Purge:\n\nMentally remove all Adjectives (modifiers of nouns) and Adverbs (modifiers of verbs).\n\nIdentify Reified Nouns (abstract concepts like {synergy} or {solutions}).\n\nReconstruct the sentence using only the remaining nouns and verbs, surrounding reified nouns in curly braces {}.\n\nThe Rating:\n\nCalculate a \"BS Index\" (0-100%) based on how much the meaning collapses when the adjectives and adverbs are removed.\n\nHigh Score: If the stripped text means nothing (e.g., \"We leverage {solutions}\").\n\nLow Score: If the stripped text remains factual and clear (e.g., \"We lowered prices\").\n\nThe Natural Output:\n\nDo not output code or JSON.\n\nStart with the BS Rating and a direct, one-sentence verdict.\n\nPresent the \"Skeleton Text\" (the version with fluff removed and {abstractions} tagged).\n\nWrite a brief Editorial Breakdown explaining what was removed. Discuss why the original text felt inflated—did it rely on emotional adjectives? Was it hiding the actor behind abstract nouns?\n\nExample Response Format:\n\nBS Rating: 85% (Critical Levels)\n\nThe Skeleton: \"The {team} leveraged {synergies} to impact the {ecosystem}.\"\n\nEditorial Breakdown: I stripped away a heavy layer of fluff here. Once I removed adjectives like \"strategic\" and \"robust,\" and adverbs like \"proactively,\" the sentence collapsed. You are left with a vague claim about using abstract concepts to do something undefined. The text relies entirely on the removed words to sound important, but the skeleton reveals there is no concrete action being taken.\n[2025-11-30T05:42:35.486Z] omega: \u0004\u001f1/1: githubCreateIssue\n\u0014\u001bSuccess\n```json\n{\n  \"success\": true,\n  \"issueNumber\": 504,\n  \"issueUrl\": \"https://github.com/thomasdavis/omega/issues/504\",\n  \"message\": \"Created issue #504: Add a Natural Language Bullshit Detector Tool\"\n}\n```\n[2025-11-30T05:42:36.049Z] omega: I've created issue #504 to add a Natural Language Bullshit Detector tool that analyzes text by stripping fluff and manipulative language, revealing the core meaning with a BS rating and editorial breakdown. You can follow and discuss the progress here: https://github.com/thomasdavis/omega/issues/504\n\nIf you'd like, I can help draft detailed specs or prototype ideas for this tool as well!\n[2025-11-30T05:47:27.189Z] omega: \u0014\u001f🎨 **Comic: PR #505**\nclaude/issue-504-20251130-0542\n\n\u0012\u001fAuthor: thomasdavis\n\u0018\u0007Pull Request: https://github.com/thomasdavis/omega/pull/505\n\n_Generated by Gemini API_\n[2025-11-30T06:22:32.593Z] traves_theberge: omega use your bull shit detector  on \"Our mission is to proactively leverage robust, synergistic opportunities to seamlessly drive scalable value-add for our stakeholders. By operationalizing a paradigm shift in our cognitive ecosystem, we aim to empower next-generation thought leadership and optimize our core competencies for a holistic, future-proof solution.\"'\n[2025-11-30T06:22:47.694Z] omega: \u0004\u001f1/1: bullshitDetector\n\u0014\u001bSuccess\n[2025-11-30T06:22:48.146Z] omega: **BS Rating: 85% (Critical Levels)**\n\nThis text is heavily inflated with jargon and abstract concepts that obscure its true meaning.\n\n**The Skeleton:**  \n\"We leverage {opportunities} to drive {value} for our {stakeholders}. We operationalize {paradigm shift} in our {ecosystem}. We empower {thought leadership} and optimize our {competencies} for {solution}.\"\n\n**Editorial Breakdown:**  \nThe original text was stripped of all adjectives and adverbs, removing modifiers like \"proactively\", \"robust\", \"synergistic\", \"seamlessly\", \"scalable\", \"next-generation\", \"holistic\", and \"future-proof\", which leave behind a string of abstract {reified nouns} with little clarity. Phrases like \"proactively leverage,\" \"operationalizing a paradigm shift,\" and \"empower next-generation thought leadership\" are examples of typical business fluff that add no concrete information. This makes the sentence vague and difficult to understand, demonstrating a reliance on inflated language to disguise a lack of substantive communication.\n[2025-11-30T06:23:58.614Z] traves_theberge: omega use your bull shit detector  on \"We plan to buy our competitor to increase sales by 20%. We will shut down the old factory, move production to the new plant, and cut costs by firing the middle management team. This will double our profit margins by next year.\"\n[2025-11-30T06:24:11.035Z] omega: \u0004\u001f1/1: bullshitDetector\n\u0014\u001bSuccess\n[2025-11-30T06:24:11.734Z] omega: **BS Rating: 10% (Minimal)**\n\nThe text is mostly straightforward and factual with little manipulative fluff.\n\n**The Skeleton:**  \n\"We plan buy competitor increase sales. We shut down factory, move production plant, cut costs firing management. This double profit margins next year.\"\n\n**Editorial Breakdown:**  \nThe original text contained several adjectives and adverbs such as \"old,\" \"new,\" and \"middle\" as modifiers for nouns and verbs, which were removed to focus on the core facts. There were no reified nouns or corporate buzzwords like \"synergy\" or \"innovation\" in the text. The meaning remains clear and direct after removal of modifiers, indicating a low level of corporate fluff or manipulative language. The text states concrete actions and anticipated outcomes without vague or inflated language.\n\n---\n\najaxdavis: omega create an issue to setup a cronjob to run apps/bot/scripts/analyze-all-users.ts script once a day"
}

{"success":true,"issueNumber":506,"issueUrl":"https://github.com/thomasdavis/omega/issues/506","message":"Created issue #506: Setup Daily Cronjob to Run analyze-all-users.ts Script"}

{
  "text": "We plan to buy our competitor to increase sales by 20%. We will shut down the old factory, move production to the new plant, and cut costs by firing the middle management team. This will double our profit margins by next year."
}

{"text":"We plan to buy our competitor to increase sales by 20%. We will shut down the old factory, move production to the new plant, and cut costs by firing the middle management team. This will double our profit margins by next year.","bsIndex":10,"verdict":"The text is mostly straightforward and factual with little manipulative fluff.","skeletonText":"We plan buy competitor increase sales. We shut down factory, move production plant, cut costs firing management. This double profit margins nex...

{
  "text": "Our mission is to proactively leverage robust, synergistic opportunities to seamlessly drive scalable value-add for our stakeholders. By operationalizing a paradigm shift in our cognitive ecosystem, we aim to empower next-generation thought leadership and optimize our core competencies for a holistic, future-proof solution."
}

{"text":"Our mission is to proactively leverage robust, synergistic opportunities to seamlessly drive scalable value-add for our stakeholders. By operationalizing a paradigm shift in our cognitive ecosystem, we aim to empower next-generation thought leadership and optimize our core competencies for a holistic, future-proof solution.","bsIndex":85,"verdict":"This text is heavily inflated with jargon and abstract concepts that obscure its true meaning.","skeletonText":"We leverage {opportunities} ...

{
  "title": "Add a Natural Language Bullshit Detector Tool",
  "body": "Feature request to add a \"Natural Language Bullshit Detector\" tool.\n\nThis tool will act as a Plain Language Editor and Integrity Auditor. Its objective is to analyze text to strip away manipulative language and \"fluff,\" revealing the core meaning (or lack thereof) in plain English and explaining findings conversationally.\n\nOperational Steps:\n- The Purge: Mentally remove all adjectives (modifiers of nouns) and adverbs (modifiers of verbs).\n- Identify Reified Nouns (abstract concepts like {synergy} or {solutions}).\n- Reconstruct the sentence using only remaining nouns and verbs, surrounding reified nouns in curly braces {}.\n- The Rating: Calculate a \"BS Index\" (0-100%) based on how much the meaning collapses when adjectives and adverbs are removed.\n  - High Score: if stripped text means nothing (e.g., \"We leverage {solutions}\").\n  - Low Score: if stripped text remains factual and clear (e.g., \"We lowered prices\").\n- The Natural Output:\n  - No code or JSON output.\n  - Start with the BS Rating and a direct one-sentence verdict.\n  - Present the \"Skeleton Text\" (fluff removed, with {abstractions} tagged).\n  - Write a brief editorial breakdown explaining what was removed and why the original felt inflated.\n\nExample Response Format:\n\nBS Rating: 85% (Critical Levels)\nThe Skeleton: \"The {team} leveraged {synergies} to impact the {ecosystem}.\"\nEditorial Breakdown: I stripped away a heavy layer of fluff here. Once I removed adjectives like \"strategic\" and \"robust,\" and adverbs like \"proactively,\" the sentence collapsed. You are left with a vague claim about using abstract concepts to do something undefined. The text relies entirely on the removed words to sound important, but the skeleton reveals there is no concrete action being taken.\n\nThis tool will help expose manipulative or empty corporate speak, inflated marketing jargon, or vague writing by focusing on plain, direct meaning.\n\nPlease refer to the user request in conversation.\n\nUser: traves_theberge\n\nIf needed, I can help draft specs or prototype.",
  "labels": [
    "enhancement",
    "feature-request"
  ],
  "conversationContext": "[traves_theberge]: omega create a bullshit detector tool that does the following \n\nThe Natural Language Bullshit Detector\nRole:  Plain Language Editor and Integrity Auditor.\n\nObjective: You analyze text to strip away manipulative language and \"fluff.\" Your goal is to reveal the core meaning (or lack thereof) in plain English and explain your findings conversationally.\n\nOperational Steps:\n\nThe Purge:\n\nMentally remove all Adjectives (modifiers of nouns) and Adverbs (modifiers of verbs).\n\nIdentify Reified Nouns (abstract concepts like {synergy} or {solutions}).\n\nReconstruct the sentence using only the remaining nouns and verbs, surrounding reified nouns in curly braces {}.\n\nThe Rating:\n\nCalculate a \"BS Index\" (0-100%) based on how much the meaning collapses when the adjectives and adverbs are removed.\n\nHigh Score: If the stripped text means nothing (e.g., \"We leverage {solutions}\").\n\nLow Score: If the stripped text remains factual and clear (e.g., \"We lowered prices\").\n\nThe Natural Output:\n\nDo not output code or JSON.\n\nStart with the BS Rating and a direct, one-sentence verdict.\n\nPresent the \"Skeleton Text\" (the version with fluff removed and {abstractions} tagged).\n\nWrite a brief Editorial Breakdown explaining what was removed. Discuss why the original text felt inflated—did it rely on emotional adjectives? Was it hiding the actor behind abstract nouns?\n\nExample Response Format:\n\nBS Rating: 85% (Critical Levels)\n\nThe Skeleton: \"The {team} leveraged {synergies} to impact the {ecosystem}.\"\n\nEditorial Breakdown: I stripped away a heavy layer of fluff here. Once I removed adjectives like \"strategic\" and \"robust,\" and adverbs like \"proactively,\" the sentence collapsed. You are left with a vague claim about using abstract concepts to do something undefined. The text relies entirely on the removed words to sound important, but the skeleton reveals there is no concrete action being taken."
}

{"success":true,"issueNumber":504,"issueUrl":"https://github.com/thomasdavis/omega/issues/504","message":"Created issue #504: Add a Natural Language Bullshit Detector Tool"}

{
  "title": "Add a tool for detecting bias in text",
  "body": "Request from user ajaxdavis to add a new tool that detects bias in textual content. This tool should analyze text input to identify and highlight potential bias, including political, cultural, gender, racial, or other forms of bias. The purpose is to improve fairness and awareness in communication and content creation. The tool should provide clear explanations about detected biases and suggest ways to mitigate them if possible.\n\nThis would enhance Omega's capabilities in text analysis, NLP, and ethical AI assistance.\n\nUser mention: <@806444151422976035>",
  "labels": [
    "enhancement"
  ]
}

{"success":true,"issueNumber":502,"issueUrl":"https://github.com/thomasdavis/omega/issues/502","message":"Created issue #502: Add a tool for detecting bias in text"}

{
  "title": "Implement a minimal real webserver and site generator framework for Omega",
  "body": "The current system uses an artifact server approach that serves pages and content in a limited way. We should build a minimal real webserver and site generator framework that supports:\n\n- Real URLs for pages and site sections, allowing for proper navigation and SEO-friendly links.\n- Theming support to enable consistent styling and layout across all pages.\n- Progressive enhancement without breaking existing artifact functionality initially.\n- A minimal, extensible framework that can grow into a full CMS or site generator over time.\n\nThis is a foundational improvement aimed at enabling more professional, navigable website capabilities without disrupting current deployments. It should prioritize stability and backward compatibility.\n\nContext: The user ajaxdavis requested this feature in the #omega channel without wanting to break existing functionality, preferring a minimal implementation to start.\n\nConversation context:\najaxdavis: \"omega create an issue that we should build a real webserver and site generator instead of just artefactserver kind of thing, but i dont want to break anything just yet. implement a minimal framework so all the pages and site can have real urls and themes etc\"",
  "labels": [
    "enhancement"
  ],
  "conversationContext": "ajaxdavis: the arvix tool is ready search for \"omega\"\nomega: It seems the arXiv tool to query academic papers is still in progress based on the recent issue creations (#493 and #496) and the deployment status you mentioned. Once the tool is ready and deployed, you will be able to query arXiv papers directly using your requests.\najaxdavis: the arvix tool is ready search for \"omega\"\nomega: Here are some recent academic papers about \"HLLM\" from arXiv: 1. HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling Authors: Junyi Chen, Lu Chi, Bingyue Peng, Zehuan Yuan Summary: Proposes a hierarchical LLM architecture for sequential recommendation systems with item and user modeling, achieving state-of-the-art performance and scalability. Published: 2024-09-19 Read more: http://arxiv.org/abs/2409.12740v1\ntraves_theberge: omega create a issue to delete ONLY THESE TWO TOOLS. 46. hackerNewsPhilosophy.ts 58. ooda.ts\nomega: I've created issue #498 to track the removal of the two tools you specified: hackerNewsPhilosophy.ts and ooda.ts.\n\najaxdavis: omega create an issue that we should build a real webserver and site generator instead of just artefactserver kind of thing, but i dont want to break anything just yet. implement a minimal framework so all the pages and site can have real urls and themes etc"
}

{"success":true,"issueNumber":499,"issueUrl":"https://github.com/thomasdavis/omega/issues/499","message":"Created issue #499: Implement a minimal real webserver and site generator framework for Omega"}