{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_gptchat-for-slack","slug":"gptchat-for-slack","name":"GPTChat for Slack","type":"skill","url":"https://gptchat.carrd.co","page_url":"https://unfragile.ai/gptchat-for-slack","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_gptchat-for-slack__cap_0","uri":"capability://text.generation.language.slack.native.ai.question.answering.with.openai.backend","name":"slack-native ai question answering with openai backend","description":"Enables users to ask arbitrary questions directly within Slack conversations by invoking a bot that forwards queries to OpenAI's API and returns responses inline. The service acts as a middleware layer that authenticates requests via user-provided OpenAI API keys, routes messages through Slack's event API, and streams responses back to the originating channel or DM without requiring users to switch applications.","intents":["Ask quick questions without leaving Slack and context-switching to a separate AI tool","Get immediate answers to coding, writing, or general knowledge questions within team conversations","Reduce friction for teams already living in Slack by embedding AI assistance into existing workflows"],"best_for":["Small teams and startups using Slack as their primary communication hub","Non-technical users who want AI assistance without managing separate subscriptions","Teams seeking privacy-first AI integration without exposing conversations to third-party platforms"],"limitations":["Conversation context is limited to 30-day retention on GPTChat servers—no persistent memory across month boundaries","Dependent on OpenAI API availability and rate limits; service outages cascade directly to Slack experience","No documented support for threaded responses, reactions, or advanced Slack message formatting","Invocation method (slash command vs. mention vs. DM-only) is not documented, creating uncertainty about usage patterns"],"requires":["Active Slack workspace with admin permissions to install bots","OpenAI API account with valid API key and available credits","Email address matching the Slack organization for registration","Internet connectivity (no offline capability)"],"input_types":["plain text queries","multi-line questions","code snippets (as text)"],"output_types":["plain text responses","formatted text with markdown","code blocks"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gptchat-for-slack__cap_1","uri":"capability://text.generation.language.ai.assisted.email.and.article.generation.from.slack","name":"ai-assisted email and article generation from slack","description":"Provides specialized prompting templates within Slack that guide users through generating professional emails and articles by accepting context (recipient, topic, tone, length) and forwarding structured requests to OpenAI's API. The service likely uses prompt engineering patterns to ensure consistent, high-quality output for business writing tasks without requiring users to craft detailed prompts manually.","intents":["Generate professional emails quickly without leaving Slack, reducing time spent on routine communication","Draft articles or blog posts with AI assistance while maintaining team context and collaboration","Standardize writing quality and tone across team communications using templated prompts"],"best_for":["Teams with high email volume or frequent content creation needs","Non-writers or teams lacking dedicated content creators who need rapid drafting","Organizations prioritizing speed over manual writing while maintaining professional quality"],"limitations":["Output quality depends entirely on OpenAI's model capabilities and user-provided context—no fine-tuning or custom training available","No documented ability to reference existing company templates, brand guidelines, or tone standards","Generated content requires human review and editing; service provides no quality assurance or fact-checking","Limited to text generation; no support for multi-format output (HTML, Markdown with embedded images, etc.)"],"requires":["OpenAI API account with sufficient credits for text generation","Slack workspace with GPTChat bot installed and configured","User familiarity with providing context (recipient, topic, desired tone)"],"input_types":["plain text context","topic descriptions","tone/style specifications"],"output_types":["formatted email text","article drafts","markdown-formatted content"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gptchat-for-slack__cap_2","uri":"capability://text.generation.language.ai.powered.list.generation.and.best.practices.discovery","name":"ai-powered list generation and best practices discovery","description":"Enables users to request structured lists (e.g., 'top 10 ways to improve productivity') and best practices guidance directly from Slack, with responses formatted as numbered or bulleted lists. The service forwards requests to OpenAI's API with implicit or explicit prompting for structured output, then formats responses for readability within Slack's message constraints.","intents":["Generate structured lists of ideas, tips, or recommendations without manual research or brainstorming","Discover best practices for specific domains or tasks by asking AI within team conversations","Quickly populate meeting agendas, project plans, or decision matrices with AI-suggested options"],"best_for":["Teams needing rapid ideation or research without dedicated research roles","Managers and team leads seeking structured guidance for decision-making","Brainstorming sessions where AI-generated lists serve as starting points for discussion"],"limitations":["Generated lists are not fact-checked and may contain inaccuracies or outdated information","No ability to customize list length, depth, or filtering criteria beyond natural language requests","Lists are generated fresh each time; no caching or version control for reusable lists","No integration with external data sources, so lists are based solely on OpenAI's training data"],"requires":["OpenAI API account with available credits","Slack workspace with GPTChat bot installed","Clear, specific requests (vague queries may produce generic or unhelpful lists)"],"input_types":["natural language requests","domain or context specifications","desired list length or format hints"],"output_types":["numbered lists","bulleted lists","formatted text with descriptions"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gptchat-for-slack__cap_3","uri":"capability://code.generation.editing.code.generation.and.debugging.assistance.within.slack","name":"code generation and debugging assistance within slack","description":"Allows developers to request code snippets, refactoring suggestions, or debugging help directly in Slack by forwarding code-related queries to OpenAI's API. The service accepts code blocks or descriptions as input and returns generated or modified code formatted for readability in Slack, supporting multiple programming languages through OpenAI's multi-language training.","intents":["Generate code snippets for common tasks without switching to an IDE or external AI tool","Get debugging suggestions or refactoring ideas by sharing code directly in Slack conversations","Accelerate development by asking for code examples or boilerplate within team discussions"],"best_for":["Development teams using Slack as their primary communication channel","Solo developers or small teams seeking quick code assistance without managing separate tools","Teams prioritizing speed over code quality assurance (generated code requires review)"],"limitations":["Generated code is not tested or validated; developers must review and test all output before production use","No context about project-specific libraries, frameworks, or coding standards—generated code may not match team conventions","Limited to text-based code; no support for binary files, compiled code, or complex multi-file refactoring","No integration with version control, linters, or CI/CD pipelines for automated validation","Slack's message length limits may truncate large code blocks or responses"],"requires":["OpenAI API account with available credits","Slack workspace with GPTChat bot installed","Developer familiarity with sharing code snippets and interpreting AI-generated code"],"input_types":["code snippets (as text blocks)","natural language descriptions of coding tasks","error messages or debugging context"],"output_types":["code blocks (formatted for Slack)","refactored code","debugging suggestions","explanations of code behavior"],"categories":["code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gptchat-for-slack__cap_4","uri":"capability://safety.moderation.privacy.first.api.credential.management.with.no.model.training.exposure","name":"privacy-first api credential management with no model training exposure","description":"Implements a credential isolation architecture where users provide their own OpenAI API keys directly to GPTChat, ensuring that conversations are not used to train OpenAI's models or exposed to Slack's data sharing agreements. The service stores user-provided credentials (likely encrypted at rest, though not documented) and routes all requests through the user's own API quota, giving teams direct control over billing and data governance.","intents":["Use AI assistance in Slack without exposing team conversations to third-party model training","Maintain compliance with data privacy regulations (GDPR, HIPAA, SOC 2) by avoiding Slack's default data sharing","Control costs and usage by routing requests through team-owned OpenAI accounts rather than centralized billing"],"best_for":["Security-conscious teams handling sensitive information (healthcare, finance, legal)","Organizations with strict data governance requirements or compliance mandates","Teams seeking transparency and control over AI model training and data usage"],"limitations":["Requires users to manage OpenAI API keys and credentials—no centralized credential management or rotation","No documented encryption for stored API keys; unclear whether keys are encrypted at rest or in transit","Users are responsible for compliance with both OpenAI's and Slack's terms of service","No audit logging or compliance reporting built into the service (users must rely on OpenAI's audit logs)","Service sustainability unclear—if GPTChat shuts down, no documented data export or key recovery process"],"requires":["OpenAI API account with valid API key","Understanding of API key security best practices (not exposing keys in logs, rotating regularly)","Trust in GPTChat's credential handling (no third-party security audit documented)"],"input_types":["OpenAI API key (as credential)","Slack workspace credentials"],"output_types":["authenticated API requests","conversation logs (stored on GPTChat servers for 30 days)"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gptchat-for-slack__cap_5","uri":"capability://memory.knowledge.30.day.conversation.log.retention.with.automatic.deletion","name":"30-day conversation log retention with automatic deletion","description":"Maintains temporary conversation history on GPTChat servers for 30 days to enable context-aware responses within a conversation window, then automatically deletes logs after the retention period expires. This design balances the need for conversation context (required for multi-turn interactions) with privacy concerns by implementing automatic data expiration rather than indefinite retention.","intents":["Maintain conversation context across multiple Slack messages without requiring users to repeat context","Enable follow-up questions and clarifications within a 30-day window","Provide a privacy-respecting alternative to indefinite conversation logging"],"best_for":["Teams requiring conversation context but prioritizing data minimization","Organizations with data retention policies that prohibit indefinite logging","Teams seeking a middle ground between stateless interactions and persistent conversation history"],"limitations":["Conversation context is lost after 30 days—users cannot reference or continue conversations from previous months","No option to manually delete conversations or export logs before automatic expiration","No documented encryption for stored conversation logs; unclear whether logs are encrypted at rest","No audit trail or compliance reporting for log retention and deletion","Users cannot verify that logs were actually deleted after 30 days (no transparency mechanism)"],"requires":["Slack workspace with GPTChat bot installed","Acceptance of 30-day retention window as sufficient for team workflows"],"input_types":["conversation messages (stored as logs)"],"output_types":["conversation context (used internally for multi-turn interactions)","automatic deletion after 30 days"],"categories":["memory-knowledge","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gptchat-for-slack__cap_6","uri":"capability://tool.use.integration.slack.bot.installation.and.oauth.based.workspace.authorization","name":"slack bot installation and oauth-based workspace authorization","description":"Provides a standard Slack bot installation flow where users click an 'Add to Slack' button, authorize GPTChat to access their workspace via OAuth, and the bot is added to the workspace with permissions to read and send messages. The service uses Slack's event API to receive messages and respond, integrating with Slack's native authentication and permission model.","intents":["Install AI assistance into a Slack workspace with minimal setup friction","Grant GPTChat the necessary permissions to read messages and send responses without manual configuration","Manage bot access at the workspace level using Slack's native permission controls"],"best_for":["Slack workspace administrators seeking quick bot installation without manual API configuration","Teams preferring OAuth-based authentication over manual API key management","Organizations with Slack governance policies that require OAuth-based app installation"],"limitations":["OAuth flow requires users to have Slack workspace admin permissions—non-admins cannot install the bot","No documented granular permission controls; unclear which Slack scopes GPTChat requests (e.g., read all messages vs. DM-only)","No multi-workspace support documented; unclear whether a single GPTChat account can manage multiple Slack workspaces","Slack API rate limits apply; service may throttle responses during high-volume usage","No documented way to revoke bot access or uninstall without contacting support"],"requires":["Active Slack workspace with admin permissions","Slack account with OAuth access (standard for all Slack workspaces)","Email address matching the Slack organization"],"input_types":["OAuth authorization (via Slack's standard flow)"],"output_types":["bot installation confirmation","workspace access granted"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gptchat-for-slack__cap_7","uri":"capability://tool.use.integration.real.time.message.routing.from.slack.to.openai.and.response.delivery","name":"real-time message routing from slack to openai and response delivery","description":"Implements a message pipeline that receives Slack events via webhooks, routes user queries to OpenAI's API in real-time, and delivers responses back to Slack channels or DMs. The service handles asynchronous message processing, error handling for API failures, and response formatting to fit Slack's message constraints (character limits, markdown support).","intents":["Get immediate AI responses to questions asked in Slack without noticeable latency","Maintain conversational flow by delivering responses in the same channel or thread where questions were asked","Handle API failures gracefully without disrupting the Slack user experience"],"best_for":["Teams expecting sub-second response times for AI queries","Workflows where response latency impacts user experience (e.g., real-time brainstorming)","Teams with stable internet connectivity and no offline requirements"],"limitations":["Response latency depends on OpenAI API availability and response times; service cannot guarantee sub-second responses","Slack message length limits (4000 characters) may truncate long responses; no documented handling for overflow","No documented retry logic or error handling for OpenAI API failures; users may see incomplete or error responses","Asynchronous processing may cause responses to appear out of order in high-volume conversations","No documented support for streaming responses or progressive message updates"],"requires":["Slack workspace with GPTChat bot installed","OpenAI API account with available credits and acceptable response times","Stable internet connectivity"],"input_types":["Slack messages (text, code blocks, formatted text)"],"output_types":["Slack messages (text, code blocks, formatted responses)","error messages if API fails"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_gptchat-for-slack__cap_8","uri":"capability://tool.use.integration.free.tier.access.with.no.documented.upgrade.path.or.pricing.model","name":"free tier access with no documented upgrade path or pricing model","description":"Offers free access to all AI capabilities without requiring payment or credit card information, removing barriers to entry for teams testing AI workflows. However, the service provides no documented pricing model, upgrade path, or sustainability plan, creating uncertainty about long-term availability and whether the free tier will be maintained or converted to a paid model.","intents":["Test AI-assisted Slack workflows without committing budget or providing payment information","Evaluate GPTChat's capabilities before deciding whether to adopt it for production use","Access AI assistance for small teams or startups with limited budgets"],"best_for":["Startups and small teams with limited budgets seeking to test AI workflows","Teams evaluating multiple AI tools before committing to a specific platform","Non-profit organizations or educational institutions with no budget for AI tools"],"limitations":["No documented rate limits, usage quotas, or fair-use policies; unclear whether free tier is sustainable long-term","No documented SLA or uptime guarantees; service may be deprioritized compared to paid users","No transparent pricing model or upgrade path; users cannot plan for future costs","Service sustainability is uncertain given minimal documentation and bare-bones marketing site; risk of sudden shutdown","No documented support or SLA for free tier users; unclear whether support is available"],"requires":["Email address for registration","Slack workspace and OpenAI API account (users pay for OpenAI API usage separately)"],"input_types":["registration information (email)"],"output_types":["free account access","no payment required"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Active Slack workspace with admin permissions to install bots","OpenAI API account with valid API key and available credits","Email address matching the Slack organization for registration","Internet connectivity (no offline capability)","OpenAI API account with sufficient credits for text generation","Slack workspace with GPTChat bot installed and configured","User familiarity with providing context (recipient, topic, desired tone)","OpenAI API account with available credits","Slack workspace with GPTChat bot installed","Clear, specific requests (vague queries may produce generic or unhelpful lists)"],"failure_modes":["Conversation context is limited to 30-day retention on GPTChat servers—no persistent memory across month boundaries","Dependent on OpenAI API availability and rate limits; service outages cascade directly to Slack experience","No documented support for threaded responses, reactions, or advanced Slack message formatting","Invocation method (slash command vs. mention vs. DM-only) is not documented, creating uncertainty about usage patterns","Output quality depends entirely on OpenAI's model capabilities and user-provided context—no fine-tuning or custom training available","No documented ability to reference existing company templates, brand guidelines, or tone standards","Generated content requires human review and editing; service provides no quality assurance or fact-checking","Limited to text generation; no support for multi-format output (HTML, Markdown with embedded images, etc.)","Generated lists are not fact-checked and may contain inaccuracies or outdated information","No ability to customize list length, depth, or filtering criteria beyond natural language requests","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.15,"quality":0.25,"ecosystem":0.1,"match_graph":0.45,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.893Z","last_scraped_at":"2026-04-05T13:23:42.560Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=gptchat-for-slack","compare_url":"https://unfragile.ai/compare?artifact=gptchat-for-slack"}},"signature":"yACK7p+muxpUX8hXzlifEYUKKmc/irjV/WK/XVW8iwDNuQaiOM82FRz9vif6mrlNj5R3PiXhI4TjqSIrCwtHDg==","signedAt":"2026-06-20T17:30:19.496Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/gptchat-for-slack","artifact":"https://unfragile.ai/gptchat-for-slack","verify":"https://unfragile.ai/api/v1/verify?slug=gptchat-for-slack","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}