{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_teno-chat","slug":"teno-chat","name":"Teno Chat","type":"agent","url":"https://teno.chat","page_url":"https://unfragile.ai/teno-chat","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_teno-chat__cap_0","uri":"capability://text.generation.language.discord.native.conversational.ai.response.generation","name":"discord-native conversational ai response generation","description":"Teno Chat integrates directly into Discord's message stream via the Discord API, intercepting messages in configured channels and generating contextually-aware responses using an underlying LLM without requiring users to invoke slash commands or mention a bot. The system maintains lightweight context awareness of recent channel history to generate relevant replies that feel native to Discord conversations rather than bot-like interjections.","intents":["Automatically answer frequently asked questions in Discord channels without manual moderator intervention","Generate helpful responses to user queries in real-time without requiring explicit bot mentions or commands","Reduce moderation burden by having AI handle repetitive support questions across multiple channels","Create a more conversational, less formal bot experience that integrates seamlessly into Discord culture"],"best_for":["Small to medium Discord communities (50-5000 members) with moderate daily activity","Community managers seeking to reduce repetitive FAQ responses without complex bot setup","Discord servers with diverse channels where context-aware responses add value"],"limitations":["No fine-tuning or custom model training — uses a fixed underlying LLM with no server-specific personality customization","Context window limited to recent channel history (exact window size not documented) — cannot reference conversations from weeks prior","Unclear rate limiting and throttling behavior — no published documentation on response frequency caps or cooldown periods","No ability to distinguish between different user roles or permission levels when generating responses"],"requires":["Active Discord server with at least one configured channel","Discord server administrator permissions to authorize Teno Chat bot","Teno Chat bot must be invited to the Discord server via OAuth2 flow"],"input_types":["Discord text messages","Channel message history (recent context)"],"output_types":["Discord text message replies","Threaded responses (if supported)"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_teno-chat__cap_1","uri":"capability://text.generation.language.automatic.faq.and.repetitive.question.detection","name":"automatic faq and repetitive question detection","description":"Teno Chat analyzes incoming Discord messages to identify common question patterns and automatically responds with relevant answers, using semantic similarity matching or keyword detection to recognize when users are asking variations of frequently-asked questions. The system learns from channel history to identify recurring topics and proactively provides answers without explicit configuration of FAQ entries.","intents":["Automatically answer variations of the same question without creating a manual FAQ database","Reduce moderator fatigue by handling the most common support questions in real-time","Identify emerging frequently-asked questions by analyzing channel message patterns","Provide consistent answers to the same question asked by different users"],"best_for":["Discord communities with high question volume and repetitive support queries","Servers where moderators spend significant time answering the same questions","Communities that want FAQ automation without manually curating question-answer pairs"],"limitations":["No explicit FAQ configuration interface — relies on implicit learning from channel history which may miss important questions","Cannot distinguish between similar-sounding questions with different answers — may provide incorrect responses to nuanced variations","No feedback mechanism documented for correcting or training the FAQ detection system","Accuracy heavily dependent on channel activity level and message volume — may fail in low-activity servers"],"requires":["Discord server with sufficient message history (minimum activity level not specified)","Teno Chat bot with read permissions on target channels"],"input_types":["Discord text messages","Channel message history"],"output_types":["Discord text message responses","FAQ-style answers"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_teno-chat__cap_2","uri":"capability://planning.reasoning.context.aware.message.filtering.and.response.eligibility.determination","name":"context-aware message filtering and response eligibility determination","description":"Teno Chat evaluates whether incoming Discord messages warrant an AI response by analyzing message context, channel topic, user intent, and conversation flow. The system uses heuristics or learned patterns to determine when to respond versus when to remain silent, preventing spam-like behavior where the bot responds to every message. This involves analyzing recent conversation history, message sentiment, and whether the message appears to be directed at the bot or is general channel discussion.","intents":["Prevent the bot from responding to every message and creating noise in active channels","Ensure responses only appear when genuinely helpful rather than interrupting natural conversation flow","Distinguish between messages that need AI assistance and casual channel banter","Avoid responding to messages that are part of user-to-user conversations unrelated to the bot"],"best_for":["Active Discord communities where constant bot responses would degrade user experience","Channels with mixed content (support questions, casual chat, announcements) requiring intelligent filtering","Servers where moderators want AI assistance without constant bot presence"],"limitations":["No documented configuration for response thresholds or eligibility criteria — filtering logic appears to be fixed","Cannot customize which message types trigger responses (e.g., no way to disable responses in off-topic channels)","Filtering heuristics not transparent — users cannot understand why the bot responded to one message but not another","May miss legitimate questions if filtering is too aggressive, or spam channels with responses if filtering is too lenient"],"requires":["Teno Chat bot with message read permissions on target channels"],"input_types":["Discord text messages","Channel context and history","User metadata"],"output_types":["Boolean decision (respond or skip)","Confidence score (if available)"],"categories":["planning-reasoning","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_teno-chat__cap_3","uri":"capability://memory.knowledge.multi.channel.message.context.aggregation","name":"multi-channel message context aggregation","description":"Teno Chat maintains awareness of recent message history across multiple Discord channels within a server, allowing it to generate responses that reference prior conversations and understand ongoing discussions. The system aggregates context from configured channels into a sliding window of recent messages, enabling the LLM to generate contextually-relevant responses that feel like natural conversation continuations rather than isolated replies.","intents":["Generate responses that reference earlier messages in the same channel or related channels","Maintain conversation continuity across multiple Discord channels discussing related topics","Provide context-aware answers that acknowledge prior discussion and build on existing knowledge","Understand the broader conversation flow to avoid redundant or contradictory responses"],"best_for":["Discord communities with multiple related channels (e.g., support, general, announcements) where cross-channel context is valuable","Servers where conversations span multiple channels and context awareness improves response quality","Communities where the bot needs to understand ongoing discussions to provide relevant assistance"],"limitations":["Context window size not documented — unclear how far back the bot can reference prior messages","No ability to configure which channels contribute to context aggregation — appears to be all-or-nothing","Context aggregation may cause privacy concerns if sensitive information from one channel is referenced in another","Increased latency as context window grows — response generation time likely increases with more channels and history"],"requires":["Teno Chat bot with read permissions on all channels contributing to context","Discord server with multiple channels (single-channel servers may not benefit)"],"input_types":["Discord text messages from multiple channels","Channel message history","Channel metadata (names, topics)"],"output_types":["Discord text message responses with cross-channel context"],"categories":["memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_teno-chat__cap_4","uri":"capability://tool.use.integration.zero.configuration.discord.server.onboarding","name":"zero-configuration discord server onboarding","description":"Teno Chat implements a minimal onboarding flow where server administrators simply authorize the bot via Discord OAuth2, and the bot immediately begins responding to messages without requiring configuration of channels, commands, or response rules. The system uses sensible defaults for all behavior (which channels to monitor, response eligibility criteria, context window size) and operates out-of-the-box without manual setup.","intents":["Add AI assistance to a Discord server in under 1 minute without reading documentation","Enable non-technical server administrators to deploy AI chat assistance without configuration knowledge","Reduce friction for communities that want to experiment with AI assistance without long setup processes","Provide immediate value upon bot authorization without requiring channel-by-channel configuration"],"best_for":["Small Discord communities with non-technical administrators","Server owners wanting to quickly experiment with AI assistance without commitment","Communities that lack the technical expertise to configure complex Discord bots"],"limitations":["No customization of default behavior — all servers use identical response rules and context windows","Cannot disable the bot in specific channels without manual intervention (no per-channel configuration UI)","Default settings may not be optimal for all server types (gaming communities vs support communities have different needs)","No ability to configure response tone, personality, or domain-specific knowledge without contacting support"],"requires":["Discord server administrator permissions","Discord account with OAuth2 authorization capability"],"input_types":["Discord OAuth2 authorization"],"output_types":["Bot authorization confirmation","Immediate bot activation in server"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_teno-chat__cap_5","uri":"capability://safety.moderation.moderation.support.through.intelligent.message.analysis","name":"moderation support through intelligent message analysis","description":"Teno Chat analyzes Discord messages to identify moderation-relevant patterns such as spam, off-topic discussions, or rule violations, and can provide moderators with insights or automatically flag messages for review. The system uses content analysis and pattern matching to understand message intent and context, enabling it to assist with moderation decisions without requiring explicit rule configuration.","intents":["Identify potential spam or rule-violating messages for moderator review","Provide moderators with AI-assisted insights on message context and intent","Reduce moderation workload by automatically flagging suspicious messages","Assist with enforcing community guidelines by analyzing message content against implicit rules"],"best_for":["Discord communities with active moderation needs and limited moderator bandwidth","Servers where moderators need assistance identifying rule violations in high-volume channels","Communities seeking to reduce moderation burden without hiring additional moderators"],"limitations":["No explicit rule configuration — moderation logic appears to use implicit patterns rather than server-specific rules","Cannot distinguish between context-dependent violations (e.g., profanity in a gaming context vs moderation context)","No documented accuracy metrics or false positive rates for moderation flagging","Moderation actions (if any) not documented — unclear if bot can mute, kick, or only flag messages"],"requires":["Teno Chat bot with message read permissions on moderated channels","Discord server with moderation needs"],"input_types":["Discord text messages","Message metadata (author, timestamp, channel)"],"output_types":["Moderation flags or alerts","Moderator notifications (if supported)"],"categories":["safety-moderation","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_teno-chat__cap_6","uri":"capability://tool.use.integration.real.time.message.response.with.discord.api.integration","name":"real-time message response with discord api integration","description":"Teno Chat integrates with Discord's real-time message events (via Discord API webhooks or gateway events) to detect new messages and generate responses within seconds, posting replies directly to Discord channels using the bot's authorized credentials. The system maintains persistent connection to Discord's API and processes messages asynchronously to minimize latency between message creation and bot response.","intents":["Provide immediate AI responses to Discord messages without noticeable delay","Ensure bot responses appear in real-time conversation flow rather than as delayed edits","Handle high-volume message streams without falling behind or dropping messages","Maintain responsive user experience even during peak server activity"],"best_for":["Active Discord communities with high message volume requiring sub-second response latency","Servers where response delay would degrade user experience or conversation flow","Communities expecting real-time bot assistance similar to human moderators"],"limitations":["Response latency depends on LLM inference speed — no SLA documented for maximum response time","Discord API rate limits may cause response delays during peak activity (rate limits not documented)","No queuing or priority system documented — all messages processed in FIFO order regardless of importance","Network latency between Teno Chat servers and Discord API adds overhead to response time"],"requires":["Discord API access via bot token","Teno Chat bot with message send permissions on target channels","Stable network connection to Discord API"],"input_types":["Discord message events (real-time)","Message content and metadata"],"output_types":["Discord text message (posted to channel)","Discord message object with metadata"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_teno-chat__cap_7","uri":"capability://text.generation.language.implicit.server.personality.and.tone.adaptation","name":"implicit server personality and tone adaptation","description":"Teno Chat analyzes Discord server characteristics (channel names, topics, member count, message history tone) to implicitly adapt response tone and personality to match the server's culture, without requiring explicit configuration. The system infers whether a server is gaming-focused, professional, casual, or niche-specific and adjusts response formality, humor level, and content style accordingly.","intents":["Ensure bot responses match the cultural tone of each Discord server without manual configuration","Adapt response style from casual gaming communities to professional support servers automatically","Generate responses that feel native to each server's unique communication style","Reduce jarring tone mismatches where bot responses feel out-of-place in the server culture"],"best_for":["Diverse Discord communities with strong cultural identities (gaming, professional, creative, etc.)","Servers where tone-matching improves user experience and bot acceptance","Communities that want personalized bot behavior without explicit configuration"],"limitations":["Tone adaptation logic not transparent — users cannot understand or override how the bot infers server personality","May misclassify server culture based on limited channel history, leading to inappropriate tone","No way to explicitly set desired tone or personality — adaptation is entirely implicit","Tone adaptation may fail for niche communities with unique communication styles not represented in training data"],"requires":["Teno Chat bot with read permissions on server channels to analyze culture","Sufficient server message history to infer cultural patterns (minimum activity level not specified)"],"input_types":["Discord channel metadata (names, topics, descriptions)","Server message history and tone","Member count and activity patterns"],"output_types":["Adapted response tone and personality","Discord text messages with server-specific style"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"low","permissions":["Active Discord server with at least one configured channel","Discord server administrator permissions to authorize Teno Chat bot","Teno Chat bot must be invited to the Discord server via OAuth2 flow","Discord server with sufficient message history (minimum activity level not specified)","Teno Chat bot with read permissions on target channels","Teno Chat bot with message read permissions on target channels","Teno Chat bot with read permissions on all channels contributing to context","Discord server with multiple channels (single-channel servers may not benefit)","Discord server administrator permissions","Discord account with OAuth2 authorization capability"],"failure_modes":["No fine-tuning or custom model training — uses a fixed underlying LLM with no server-specific personality customization","Context window limited to recent channel history (exact window size not documented) — cannot reference conversations from weeks prior","Unclear rate limiting and throttling behavior — no published documentation on response frequency caps or cooldown periods","No ability to distinguish between different user roles or permission levels when generating responses","No explicit FAQ configuration interface — relies on implicit learning from channel history which may miss important questions","Cannot distinguish between similar-sounding questions with different answers — may provide incorrect responses to nuanced variations","No feedback mechanism documented for correcting or training the FAQ detection system","Accuracy heavily dependent on channel activity level and message volume — may fail in low-activity servers","No documented configuration for response thresholds or eligibility criteria — filtering logic appears to be fixed","Cannot customize which message types trigger responses (e.g., no way to disable responses in off-topic channels)","builder identity is not verified yet","no observed match outcomes 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