{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"clickup-ai","slug":"clickup-ai","name":"ClickUp AI","type":"agent","url":"https://clickup.com/ai","page_url":"https://unfragile.ai/clickup-ai","categories":["automation"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"clickup-ai__cap_0","uri":"capability://text.generation.language.context.aware.task.description.generation.from.natural.language","name":"context-aware task description generation from natural language","description":"Generates task descriptions by accepting natural language input (text or voice) and contextualizing it against the user's workspace, related tasks, and project history. The system extracts task intent from unstructured input, retrieves relevant context from connected ClickUp items and integrated apps (Slack, Salesforce, Jira, etc.), and synthesizes a structured task description with title, description, and metadata. Uses multi-model LLM inference (GPT-4, Claude, Gemini via API integration) with async processing to produce deterministic task objects.","intents":["I want to quickly create a task from a Slack message without manually typing out all the details","I need to convert a voice note into a properly formatted task with context from my project","I want the AI to understand what my task is about by looking at related items and past conversations"],"best_for":["distributed teams capturing async input (Slack, email, voice)","project managers handling high task volume","teams using ClickUp as single source of truth across multiple tools"],"limitations":["Context window limits constrain how much related data can be considered (likely 8K-128K tokens depending on underlying model)","Accuracy degrades on ambiguous or vague input; no validation that generated description matches user intent","Non-deterministic output — same input may produce slightly different descriptions across invocations","Consumes Super Credits (consumption rate per task not disclosed); scales linearly with usage"],"requires":["ClickUp account with Brain AI tier ($9/user/month) or higher","At least one connected integration (Slack, email, etc.) for context extraction","Workspace with existing tasks/projects for context retrieval"],"input_types":["natural language text (task mention, @Brain mention)","voice input (via Talk-to-Text feature, requires Everything AI tier)","unstructured message from integrated apps (Slack, email, etc.)"],"output_types":["structured task object (title, description, priority, assignee, due date)","task metadata (custom fields, tags, relationships to parent tasks)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_1","uri":"capability://text.generation.language.meeting.transcription.and.action.item.extraction","name":"meeting transcription and action item extraction","description":"Captures meeting audio (via Zoom, Google Meet, or direct upload), transcribes speech-to-text using an undisclosed speech recognition engine, and uses LLM-based summarization to extract key decisions, blockers, and action items. Automatically creates ClickUp tasks for each action item, assigns them to mentioned team members, and links them to the original meeting context. Runs async post-meeting, with results available within 5-60 seconds.","intents":["I want to automatically create tasks from my standup meeting without manual note-taking","I need to capture action items from a client call and assign them to team members instantly","I want a searchable transcript and summary of all team meetings stored in ClickUp"],"best_for":["distributed teams with async/recorded meetings (Zoom, Google Meet)","organizations with high meeting volume (10+ meetings/week)","teams that struggle with action item tracking post-meeting"],"limitations":["Speech-to-text accuracy depends on audio quality, accent, and background noise; no manual correction UI mentioned","Action item extraction is non-deterministic; may miss implicit tasks or misattribute ownership","Requires meeting to be recorded or live-transcribed; no real-time transcription during meeting mentioned","Language support unknown (likely English-only); no multilingual transcription mentioned","Consumes Super Credits (rate per meeting not disclosed); cost scales with meeting duration"],"requires":["ClickUp account with Everything AI tier ($28/user/month) or higher","Meeting recording or live meeting integration (Zoom, Google Meet, etc.)","Team members with ClickUp accounts for assignment"],"input_types":["meeting audio (MP3, WAV, or live Zoom/Google Meet stream)","meeting metadata (title, attendees, duration)"],"output_types":["meeting transcript (text)","meeting summary (bullet points)","action items (auto-created ClickUp tasks with assignees, due dates, descriptions)","decision log (extracted key decisions)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_10","uri":"capability://planning.reasoning.ambient.ai.suggestions.and.proactive.recommendations","name":"ambient ai suggestions and proactive recommendations","description":"Monitors workspace activity and proactively suggests actions (task creation, assignment changes, priority adjustments, deadline alerts) based on detected patterns and context. Suggestions appear as ambient notifications or in-app prompts without requiring explicit user request. Uses LLM reasoning to identify opportunities (e.g., 'this task is overdue and unassigned' or 'this person is overloaded with high-priority work') and surface them to relevant users.","intents":["I want the AI to alert me when tasks are at risk or overdue without me checking manually","I need suggestions for task prioritization or reassignment based on team capacity","I want proactive recommendations for process improvements based on team patterns"],"best_for":["managers and team leads needing visibility into team health","teams with complex workflows where manual monitoring is impractical","organizations wanting to improve process efficiency"],"limitations":["Suggestion accuracy depends on workspace data quality; garbage-in-garbage-out if tasks aren't updated","Trigger conditions for suggestions not disclosed; may surface irrelevant recommendations","No mention of suggestion customization or filtering (e.g., 'only alert on critical tasks')","Ambient notifications may be noisy or distracting if too frequent","Consumes Super Credits per suggestion (rate not disclosed)"],"requires":["ClickUp account with Everything AI tier ($28/user/month) or higher","Workspace with active task updates and team activity"],"input_types":["workspace activity (task changes, comments, status updates)","team member profiles and workload","task metadata (priority, due date, assignee, status)"],"output_types":["ambient suggestions (notifications, in-app prompts)","recommended actions (create task, reassign, adjust priority, etc.)","reasoning (why this suggestion is relevant)"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_11","uri":"capability://data.processing.analysis.ai.powered.custom.field.auto.population","name":"ai-powered custom field auto-population","description":"Automatically populates custom fields (summaries, categorizations, risk assessments, etc.) based on task description, comments, and context using LLM reasoning. Supports field types like text, dropdown, rating, and checkbox. Runs when tasks are created or updated, with values inferred from task content and workspace context. Enables teams to maintain consistent field values without manual data entry.","intents":["I want to automatically categorize tasks by type or priority without manual tagging","I need to auto-generate risk assessments or effort estimates based on task descriptions","I want to populate summary fields automatically from task details"],"best_for":["teams with many custom fields that require consistent values","organizations needing data consistency across tasks","teams wanting to reduce manual data entry"],"limitations":["Field population accuracy depends on task description quality and field definition clarity","No mention of field validation or error handling; incorrect values may be populated","Dropdown field population requires predefined options; open-ended fields may produce inconsistent values","No mention of field population customization or rules","Consumes Super Credits per field population (rate not disclosed)"],"requires":["ClickUp account with Everything AI tier ($28/user/month) or higher","Custom fields defined in ClickUp workspace","Task descriptions with sufficient detail for field inference"],"input_types":["task description and metadata","custom field definitions (type, options, validation rules)","workspace context (past tasks, field values, patterns)"],"output_types":["populated custom field values (text, dropdown selection, rating, checkbox)","confidence score (if available)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_12","uri":"capability://data.processing.analysis.ai.dashboard.cards.and.automated.analytics","name":"ai dashboard cards and automated analytics","description":"Creates dashboard cards that automatically summarize task activity, team metrics, and project health using LLM-based analysis. Cards update on a schedule (daily, weekly) and display insights like 'top blockers this week', 'team capacity utilization', 'at-risk tasks', etc. Uses data aggregation and LLM summarization to convert raw metrics into actionable insights. Supports custom card creation with user-defined metrics.","intents":["I want a dashboard that automatically shows team health metrics without manual reporting","I need to identify top blockers and risks across all projects at a glance","I want to track team capacity and workload trends over time"],"best_for":["managers and team leads needing visibility into team health","organizations with multiple projects needing consolidated reporting","teams wanting to reduce manual reporting overhead"],"limitations":["Card insights depend on data quality; incomplete task updates produce inaccurate insights","Metric calculation logic not disclosed; may not align with team's definition of 'health'","No mention of custom metric support or card customization","Consumes Super Credits per card update (rate not disclosed)"],"requires":["ClickUp account with Everything AI tier ($28/user/month) or higher","Dashboard configured with AI cards","Workspace with active task updates for meaningful metrics"],"input_types":["task data (status, priority, due date, assignee, comments)","team member profiles and workload","time range (last week, last month, etc.)"],"output_types":["dashboard cards (text, charts, metrics)","insights and summaries (LLM-generated)","actionable recommendations"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_13","uri":"capability://tool.use.integration.multi.model.llm.selection.and.switching","name":"multi-model llm selection and switching","description":"Provides access to multiple LLM providers (OpenAI GPT-4, Google Gemini, Anthropic Claude) through a unified interface, allowing users to select which model powers their AI features. Abstracts model-specific APIs and parameters, routing requests to the selected provider. Enables users to compare outputs across models or switch models based on task requirements (e.g., use Claude for reasoning-heavy tasks, GPT-4 for creative writing).","intents":["I want to use Claude for complex reasoning tasks and GPT-4 for creative writing","I need to compare outputs from multiple models to pick the best one","I want to switch models without reconfiguring my workflows"],"best_for":["teams wanting to experiment with different models","organizations with specific model preferences (e.g., Claude for privacy)","power users optimizing for task-specific model strengths"],"limitations":["Model selection mechanism not disclosed; unclear if users can choose per-task or workspace-wide","No mention of model-specific cost differences; pricing may vary by model but not transparent","Model availability may vary by region or account tier","Switching models may require workflow reconfiguration if outputs differ significantly","No mention of model performance metrics or comparison tools"],"requires":["ClickUp account with Brain AI tier ($9/user/month) or higher","API access to selected models (handled by ClickUp, no user API key required)"],"input_types":["model selection (GPT-4, Claude, Gemini)","task/prompt requiring AI processing"],"output_types":["model-specific output (text, structured data, etc.)","optional: outputs from multiple models for comparison"],"categories":["tool-use-integration","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_14","uri":"capability://automation.workflow.workspace.level.automation.rules.with.ai.triggers","name":"workspace-level automation rules with ai triggers","description":"Enables creation of automation rules that trigger AI actions based on task events (creation, status change, comment, due date approaching). Rules can chain multiple AI actions (generate description → assign → prioritize → notify) in a single workflow. Supports conditional logic (if-then) and scheduling. Runs async with execution logs available for debugging. Automation limits vary by tier (5K/month on Business, 250K/month on Enterprise).","intents":["I want to create a workflow that auto-generates task descriptions and assigns them when new tasks are created","I need to set up an automation that escalates overdue tasks to managers","I want to chain multiple AI actions together without manual intervention"],"best_for":["teams with repeatable workflows and high task volume","organizations wanting to reduce manual task management","teams with defined processes that can be automated"],"limitations":["Conditional logic is limited to if-then rules; no complex branching or state machines","Automation limits are strict (5K/month on Business tier); high-volume teams may hit limits","No mention of automation testing or dry-run capability","Execution logs may not provide sufficient debugging information","Consumes Super Credits per automation execution (rate not disclosed); cost scales with execution frequency"],"requires":["ClickUp account with Business tier ($9/user/month) or higher for automations","Defined triggers and actions in ClickUp (tasks, custom fields, etc.)"],"input_types":["trigger event (task created, status changed, comment added, due date approaching)","trigger conditions (optional filters)","action sequence (AI actions to execute)"],"output_types":["automation execution (actions performed)","execution logs (what happened and when)","notifications (if configured)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_2","uri":"capability://planning.reasoning.automated.task.assignment.and.prioritization","name":"automated task assignment and prioritization","description":"Analyzes task descriptions, project context, and team member workload/skills to automatically assign tasks to appropriate team members and set priority levels. Uses LLM reasoning to match task requirements (skills, domain, availability) against team member profiles and historical assignment patterns. Runs async when tasks are created or updated, with assignments applied immediately or queued for approval depending on workspace settings.","intents":["I want the AI to automatically assign tasks to the right team member based on their skills and workload","I need to prioritize a backlog of 100+ tasks without manually reviewing each one","I want to ensure fair task distribution across my team based on capacity"],"best_for":["project managers managing teams of 5-50+ people","organizations with high task volume (100+ tasks/month)","teams with defined roles and skill sets"],"limitations":["Assignment accuracy depends on quality of team member profiles and historical data; no mention of skill tagging or capacity planning integration","Prioritization algorithm is opaque; no published criteria for priority assignment (urgency, impact, dependencies)","Non-deterministic output; same task may be assigned differently on different days","Cannot handle complex assignment rules (e.g., 'only assign to people in timezone X' or 'rotate assignments'); no conditional logic mentioned","Consumes Super Credits per assignment (rate not disclosed); scales with task volume"],"requires":["ClickUp account with Everything AI tier ($28/user/month) or higher","Team members with defined roles/skills in ClickUp (optional but improves accuracy)","Historical task data for pattern learning (at least 50-100 prior tasks recommended)"],"input_types":["task description and metadata (title, description, project, priority, due date)","team member profiles (name, role, skills, availability)","workspace history (past assignments, task completion rates)"],"output_types":["assignee (ClickUp user ID)","priority level (Urgent, High, Normal, Low)","estimated effort/story points (if custom field configured)"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_3","uri":"capability://text.generation.language.standup.report.generation.and.compilation","name":"standup report generation and compilation","description":"Aggregates daily task activity (completed tasks, blockers, in-progress work) across team members and generates a formatted standup report summarizing progress, blockers, and next steps. Runs on a schedule (daily, typically morning) or on-demand, pulling data from task status changes, comments, and custom fields. Uses LLM summarization to convert raw task data into narrative standup format suitable for team sharing or async communication.","intents":["I want to generate a daily standup report without asking each team member to write one","I need to compile standup updates from a distributed team across multiple timezones","I want to track blockers and progress trends across the team automatically"],"best_for":["distributed/async teams with daily standups","managers tracking team progress without synchronous meetings","teams using ClickUp as source of truth for daily work"],"limitations":["Report quality depends on task descriptions and status updates being current; garbage-in-garbage-out if team doesn't update tasks","Blocker detection is heuristic-based (likely keyword matching + LLM inference); may miss implicit blockers or false-positive on task descriptions","No customization of report format mentioned; output format likely fixed","Consumes Super Credits per report generation (rate not disclosed)"],"requires":["ClickUp account with Brain AI tier ($9/user/month) or higher","Team members actively updating task status and adding comments","Scheduled automation or manual trigger (requires Business tier for automations)"],"input_types":["task status changes (completed, in-progress, blocked)","task comments and updates","custom fields (blockers, progress percentage)","time range (last 24 hours, last week, etc.)"],"output_types":["standup report (formatted text, markdown, or HTML)","blocker summary (list of blocked tasks with reasons)","progress metrics (tasks completed, in-progress, blocked)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_4","uri":"capability://planning.reasoning.custom.ai.agent.creation.and.execution","name":"custom ai agent creation and execution","description":"Enables users to define custom AI agents without code by specifying agent goals, available tools/actions, and execution triggers. Pre-built agents (Project Manager, Campaign Manager, Content Reviewer, Quality Checker, Deadline Guardian) provide templates for common workflows. Agents execute autonomously based on triggers (task creation, status change, comment mention, schedule) and can perform actions like creating tasks, updating fields, assigning work, or posting notifications. Execution model is async with approval workflows available for high-impact actions.","intents":["I want to create a custom agent that automatically reviews tasks for quality and flags issues","I need an agent that monitors deadlines and escalates at-risk tasks to managers","I want to automate my content review workflow without writing code"],"best_for":["teams with repeatable workflows (content review, QA, deadline tracking)","non-technical users wanting to automate complex processes","organizations with custom business logic not covered by pre-built agents"],"limitations":["Agent logic is limited to LLM reasoning; no conditional branching or complex state machines mentioned","No visibility into agent decision-making; no audit trail or explainability for why agent took an action","Agent execution is non-deterministic; same trigger may produce different actions on different invocations","No mention of agent testing, debugging, or rollback capabilities","Consumes Super Credits per agent execution (rate not disclosed); cost scales with trigger frequency","Approval workflows add latency (agent action queued for human review before execution)"],"requires":["ClickUp account with Everything AI tier ($28/user/month) or higher","Agent creation interface (no-code builder, UI not detailed)","Defined triggers and actions in ClickUp (tasks, custom fields, automations)"],"input_types":["agent goal/description (natural language)","available tools/actions (task creation, field updates, assignments, notifications)","trigger conditions (task created, status changed, comment mentioned, schedule)","context data (task description, team member profiles, workspace history)"],"output_types":["agent actions (task creation, field updates, assignments, notifications, messages)","execution logs (what agent did and why, if available)","approval queue (for high-impact actions)"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_5","uri":"capability://search.retrieval.enterprise.wide.semantic.search.across.connected.apps","name":"enterprise-wide semantic search across connected apps","description":"Indexes and searches across ClickUp tasks, docs, comments, and connected apps (Slack, Salesforce, Jira, GitHub, Notion, etc.) using semantic search (embeddings-based retrieval) rather than keyword matching. Enables natural language queries like 'What did we decide about the payment system?' to return relevant results across all connected data sources. Uses vector embeddings (likely OpenAI embeddings or similar) to match query intent against indexed content, with results ranked by relevance.","intents":["I want to find all decisions related to a project across Slack, ClickUp, and Notion without switching apps","I need to search for 'tasks related to customer feedback' and get results from multiple sources","I want to find context about a past decision without remembering which app it was discussed in"],"best_for":["enterprise teams with 5+ connected apps and high information volume","organizations where knowledge is scattered across multiple tools","teams needing to find context quickly without app-switching"],"limitations":["Search results depend on indexing freshness; real-time updates from connected apps may have 5-60 second lag","Semantic search accuracy depends on embedding quality; may miss exact keyword matches or return false positives","Requires connected apps to be online and accessible; if Slack/Salesforce/etc. are down, search returns stale data","No mention of search result filtering (by date, author, app, project); results likely unfiltered","Indexing cost scales with data volume; large workspaces may experience search latency","Privacy/security: search results may expose sensitive data from connected apps if access controls not properly configured"],"requires":["ClickUp account with Brain AI tier ($9/user/month) or higher","At least one connected app (Slack, Salesforce, Jira, etc.) for meaningful search","Workspace with existing content/history (at least 100+ items recommended for useful results)"],"input_types":["natural language query (text)","optional filters (date range, app, project, author — if supported)"],"output_types":["search results (ranked list of matching items with snippets)","result metadata (source app, date, author, relevance score)","direct links to source items"],"categories":["search-retrieval","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_6","uri":"capability://text.generation.language.ai.powered.content.writing.and.brand.copywriting","name":"ai-powered content writing and brand copywriting","description":"Generates written content (marketing copy, product descriptions, social media posts, etc.) using LLM-based text generation with optional brand voice customization. Accepts natural language prompts and generates multiple output options for user selection. Brand copywriter agent specializes in creating brand-aligned copy by learning from existing brand materials and style guides. Supports editing and refinement within ClickUp interface.","intents":["I want to generate marketing copy for a product launch without hiring a copywriter","I need to create social media posts that match my brand voice automatically","I want to generate multiple copy options and pick the best one"],"best_for":["content teams and marketers","small businesses without dedicated copywriters","teams needing rapid content iteration"],"limitations":["Generated copy may contain hallucinations or factual errors; requires human review before publishing","Brand voice customization mechanism not disclosed; may require manual fine-tuning","No mention of SEO optimization, tone control, or length constraints","Output quality varies significantly based on prompt quality; vague prompts produce mediocre copy","Consumes Super Credits per generation (rate not disclosed)"],"requires":["ClickUp account with Brain AI tier ($9/user/month) or higher","Optional: brand style guide or existing copy samples for voice customization"],"input_types":["natural language prompt (product description, marketing goal, target audience)","optional brand guidelines or style reference"],"output_types":["generated copy (text)","multiple variations (typically 3-5 options)","editable output (user can refine in ClickUp)"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_7","uri":"capability://image.visual.ai.image.generation.and.editing","name":"ai image generation and editing","description":"Generates images from natural language descriptions using an undisclosed image generation model (likely DALL-E, Midjourney, or Stable Diffusion API). Supports basic editing operations (background removal, style transfer, etc.) within ClickUp interface. Generated images can be attached to tasks, docs, or used in content creation. Runs async with results available within 10-60 seconds.","intents":["I want to generate a product mockup image for a task without using Photoshop","I need to create social media graphics quickly for a campaign","I want to generate multiple image variations and pick the best one"],"best_for":["content teams and marketers","product teams needing quick mockups","teams without design resources"],"limitations":["Image generation quality depends on prompt specificity; vague prompts produce generic results","Generated images may have copyright/licensing issues; no mention of usage rights or attribution","Editing capabilities are limited (background removal, style transfer); no mention of advanced editing","Fair use limits undefined; 'unlimited' image generation has unspecified cap","Consumes Super Credits per generation (rate not disclosed); cost scales with image count","No mention of image moderation or safety filtering"],"requires":["ClickUp account with Everything AI tier ($28/user/month) or higher","Natural language description of desired image"],"input_types":["natural language prompt (image description, style, mood)","optional reference image (for style transfer or editing)"],"output_types":["generated image (PNG, JPEG)","multiple variations (typically 2-4 options)","editable image (basic editing operations available)"],"categories":["image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_8","uri":"capability://text.generation.language.voice.to.text.task.and.note.capture","name":"voice-to-text task and note capture","description":"Converts voice input (via microphone or voice message) to text using speech-to-text technology, then creates tasks or notes from the transcribed text. Supports natural language voice commands like 'Create a task to review the design doc by Friday' which are parsed and converted to structured task objects. Runs in real-time with transcription available within 1-5 seconds.","intents":["I want to create a task by speaking instead of typing","I need to capture quick voice notes and have them converted to tasks automatically","I want to use voice input while driving or multitasking"],"best_for":["mobile users and on-the-go workers","users with accessibility needs","teams capturing quick voice notes"],"limitations":["Speech-to-text accuracy depends on audio quality, accent, and background noise","Voice command parsing is limited; complex commands may not be understood","No mention of voice command customization or training","Requires microphone access (browser permission or mobile app)","Consumes Super Credits per transcription (rate not disclosed)"],"requires":["ClickUp account with Everything AI tier ($28/user/month) or higher","Microphone access (browser or mobile app)","Supported browser or mobile app (desktop app support coming 'Soon')"],"input_types":["voice input (microphone, voice message, audio file)"],"output_types":["transcribed text","structured task object (if voice command recognized)","note or comment (if not recognized as task command)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__cap_9","uri":"capability://automation.workflow.automated.task.status.updates.and.progress.tracking","name":"automated task status updates and progress tracking","description":"Monitors task activity (comments, subtask completion, time tracking) and automatically updates task status, progress percentage, and custom fields based on detected patterns. Uses heuristic rules and LLM reasoning to infer task progress (e.g., 'if 80% of subtasks are done, mark parent task 80% complete'). Runs async on a schedule or triggered by task changes, with updates applied immediately or queued for approval.","intents":["I want tasks to automatically update their status based on activity without manual updates","I need to track progress on complex tasks with multiple subtasks automatically","I want to detect when tasks are blocked or at risk without manual review"],"best_for":["teams with high task volume where manual status updates are burdensome","organizations with complex task hierarchies (parent/subtask relationships)","managers needing real-time progress visibility"],"limitations":["Progress detection is heuristic-based; may incorrectly infer status from comments or activity","No mention of customizable progress rules; detection logic likely fixed","Blocked task detection may have false positives/negatives","Consumes Super Credits per update (rate not disclosed); cost scales with task volume","No audit trail of automatic updates; difficult to trace why status changed"],"requires":["ClickUp account with Everything AI tier ($28/user/month) or higher","Tasks with subtasks, comments, or time tracking for meaningful progress detection"],"input_types":["task activity (comments, subtask completion, time tracking, status changes)","task metadata (description, custom fields, relationships)"],"output_types":["updated task status (To Do, In Progress, Done, etc.)","progress percentage (0-100%)","updated custom fields (blockers, risk level, etc.)","notifications (if status changed)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"clickup-ai__headline","uri":"capability://automation.workflow.ai.powered.project.management.assistant","name":"ai-powered project management assistant","description":"ClickUp AI is an embedded assistant in ClickUp that automates project workflows, generates task descriptions, and summarizes threads based on natural language instructions, enhancing productivity in project management.","intents":["best AI project management tool","AI assistant for task automation","project management automation software","AI tools for workflow management","best software for generating task descriptions"],"best_for":["teams looking to streamline project management","users needing task automation"],"limitations":[],"requires":[],"input_types":["natural language instructions"],"output_types":["task descriptions","summaries","action items"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":58,"verified":false,"data_access_risk":"high","permissions":["ClickUp account with Brain AI tier ($9/user/month) or higher","At least one connected integration (Slack, email, etc.) for context extraction","Workspace with existing tasks/projects for context retrieval","ClickUp account with Everything AI tier ($28/user/month) or higher","Meeting recording or live meeting integration (Zoom, Google Meet, etc.)","Team members with ClickUp accounts for assignment","Workspace with active task updates and team activity","Custom fields defined in ClickUp workspace","Task descriptions with sufficient detail for field inference","Dashboard configured with AI cards"],"failure_modes":["Context window limits constrain how much related data can be considered (likely 8K-128K tokens depending on underlying model)","Accuracy degrades on ambiguous or vague input; no validation that generated description matches user intent","Non-deterministic output — same input may produce slightly different descriptions across invocations","Consumes Super Credits (consumption rate per task not disclosed); scales linearly with usage","Speech-to-text accuracy depends on audio quality, accent, and background noise; no manual correction UI mentioned","Action item extraction is non-deterministic; may miss implicit tasks or misattribute ownership","Requires meeting to be recorded or live-transcribed; no real-time transcription during meeting mentioned","Language support unknown (likely English-only); no multilingual transcription mentioned","Consumes Super Credits (rate per meeting not disclosed); cost scales with meeting duration","Suggestion accuracy depends on workspace data quality; garbage-in-garbage-out if tasks aren't updated","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7,"quality":0.9,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.28,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:21.547Z","last_scraped_at":null,"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=clickup-ai","compare_url":"https://unfragile.ai/compare?artifact=clickup-ai"}},"signature":"9HkMLuLEti+4NRzY6qUms49dRAJ5NAUfZHO3gwszatG+i1pFIVzWyt5oAobHklTBp8M86vK2gs4m3a2d4RmLDQ==","signedAt":"2026-06-20T15:16:40.851Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/clickup-ai","artifact":"https://unfragile.ai/clickup-ai","verify":"https://unfragile.ai/api/v1/verify?slug=clickup-ai","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"}}