{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_armchair","slug":"armchair","name":"Armchair","type":"product","url":"https://www.armchair.ai","page_url":"https://unfragile.ai/armchair","categories":["app-builders"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_armchair__cap_0","uri":"capability://text.generation.language.consulting.context.aware.proposal.generation","name":"consulting-context-aware proposal generation","description":"Generates client proposals and RFP responses by leveraging domain-specific templates and consulting frameworks (e.g., scope definition, pricing models, deliverables structure) rather than generic document generation. The system appears to maintain consulting-specific prompt chains and context windows that understand proposal structure, client relationship dynamics, and industry-standard consulting deliverables, enabling rapid iteration on proposal content while maintaining professional consulting conventions.","intents":["I need to generate a proposal for a new client engagement quickly without starting from a blank page","I want to ensure my proposals follow consulting best practices and include all necessary sections","I need to customize proposals for different client types while maintaining consistent quality"],"best_for":["independent consultants and boutique firms with 1-20 people","freelance consultants managing multiple concurrent client proposals","early-stage consulting ventures without dedicated proposal writers"],"limitations":["Likely requires manual review and customization for highly specialized or niche consulting domains","May not handle complex multi-phase engagements with interdependent pricing models","Unknown whether it supports integration with existing proposal management systems or CRM platforms"],"requires":["Active Armchair account (free or paid tier)","Basic client information and engagement scope details","Internet connectivity for cloud-based generation"],"input_types":["text (client name, project scope, requirements)","structured data (engagement type, duration, team size)"],"output_types":["formatted proposal document (likely PDF or Word export)","editable proposal text with sections"],"categories":["text-generation-language","consulting-automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_armchair__cap_1","uri":"capability://memory.knowledge.client.work.documentation.and.knowledge.capture","name":"client-work documentation and knowledge capture","description":"Provides structured capture and organization of client engagement artifacts (meeting notes, deliverables, decisions, action items) with consulting-context awareness, likely using a tagging or categorization system that maps to consulting engagement phases and work streams. The system appears to support rapid note-taking during client interactions and automatic extraction of actionable items, decisions, and deliverable requirements without requiring manual post-processing.","intents":["I need to capture client meeting notes and automatically extract action items and decisions","I want to maintain a searchable knowledge base of client work across multiple engagements","I need to ensure nothing falls through the cracks when managing multiple concurrent client projects"],"best_for":["consultants managing 5+ concurrent client engagements","small consulting teams coordinating across multiple projects","solo consultants who need to maintain institutional memory across clients"],"limitations":["Unclear whether it supports real-time collaborative note-taking or only post-engagement capture","Unknown if it integrates with calendar systems to auto-capture meeting context","May require manual tagging or categorization depending on implementation"],"requires":["Active Armchair account","Access to meeting notes or engagement documentation","Optional: calendar integration or meeting recording access"],"input_types":["text (meeting notes, email summaries)","audio (meeting transcripts if supported)","structured data (client name, project phase, date)"],"output_types":["structured knowledge base entries","extracted action items with ownership","decision logs with context"],"categories":["memory-knowledge","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_armchair__cap_2","uri":"capability://planning.reasoning.ai.assisted.business.development.and.pipeline.management","name":"ai-assisted business development and pipeline management","description":"Supports lead identification, prospect research, and pipeline tracking with AI-powered insights and recommendations. The system likely integrates prospect data with consulting-specific qualification criteria (budget indicators, engagement type fit, timeline signals) and generates outreach strategies or talking points tailored to prospect context, reducing manual research overhead for business development.","intents":["I need to identify and qualify prospects that fit my consulting service offerings","I want AI-generated talking points and outreach strategies for specific prospects","I need to track and prioritize my sales pipeline with data-driven insights"],"best_for":["independent consultants building their own sales pipeline","small consulting firms without dedicated business development staff","consultants transitioning from employment to independent practice"],"limitations":["Likely depends on external data sources for prospect research; data freshness and accuracy unknown","May not integrate with existing CRM systems (Salesforce, HubSpot, Pipedrive)","Unknown whether it supports multi-touch attribution or pipeline analytics"],"requires":["Active Armchair account","Prospect data or company information","Definition of ideal client profile or service offerings"],"input_types":["text (prospect company name, industry, size)","structured data (target budget, engagement type, timeline)","optional: existing CRM data or contact lists"],"output_types":["prospect qualification scores","outreach strategy recommendations","talking points and research summaries","pipeline status and forecasts"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_armchair__cap_3","uri":"capability://planning.reasoning.live.coaching.and.expert.guidance.integration","name":"live coaching and expert guidance integration","description":"Provides on-demand access to human coaches or consulting experts who can review AI-generated work, provide strategic guidance, and offer real-time feedback on client engagements. This appears to be a hybrid human-AI model where coaches can access the AI-generated artifacts (proposals, strategies, deliverables) and provide contextual feedback, creating a feedback loop that improves both the AI suggestions and the consultant's decision-making over time.","intents":["I want expert feedback on my proposal before sending it to the client","I need strategic guidance on how to approach a specific client engagement","I want to learn from experienced consultants while building my own practice"],"best_for":["early-stage consultants building expertise and confidence","solo practitioners who lack peer review or mentorship","consultants transitioning to new service offerings or industries"],"limitations":["Coaching availability and response time unknown; likely asynchronous rather than real-time","Coach expertise and specialization areas not clearly defined","Unknown whether coaching is included in free tier or requires paid subscription","Scalability of human coaching model may limit availability during peak demand"],"requires":["Active Armchair account (likely paid tier for coaching access)","Artifacts to review (proposals, strategies, deliverables)","Willingness to incorporate feedback and iterate"],"input_types":["text (proposals, strategies, client communications)","structured data (engagement context, client profile, challenges)"],"output_types":["coach feedback and recommendations","revised artifacts with coaching input","strategic guidance and best practices"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_armchair__cap_4","uri":"capability://memory.knowledge.peer.community.collaboration.and.knowledge.sharing","name":"peer community collaboration and knowledge sharing","description":"Facilitates peer-to-peer learning and collaboration among consultants through a community platform where members can share experiences, ask questions, and learn from each other's client work and business challenges. The system likely includes discussion forums, case study sharing, and peer feedback mechanisms that create network effects and reduce the sense of isolation for solo consultants while building institutional knowledge across the community.","intents":["I want to learn from other consultants' experiences and best practices","I need peer feedback on my approach to a client challenge","I want to build relationships with other consultants for potential collaboration or referrals"],"best_for":["solo consultants and small firms seeking peer support and community","consultants new to independent practice seeking mentorship and guidance","consultants in niche specialties seeking community with similar practitioners"],"limitations":["Community value depends on active participation and member quality; limited adoption may reduce network effects","Unknown moderation policies or quality controls for shared knowledge","May not support real-time collaboration or synchronous peer review","Privacy and confidentiality of client work sharing unclear"],"requires":["Active Armchair account","Willingness to share experiences and participate in community","Internet connectivity for community platform access"],"input_types":["text (questions, case studies, experiences, feedback)","structured data (consulting specialization, experience level, challenges)"],"output_types":["peer responses and advice","shared case studies and best practices","community discussions and threads","connection recommendations for collaboration"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_armchair__cap_5","uri":"capability://planning.reasoning.engagement.specific.ai.context.and.prompt.optimization","name":"engagement-specific ai context and prompt optimization","description":"Maintains consulting engagement context and automatically optimizes AI prompts based on engagement type, client industry, and project phase to improve AI-generated output relevance and quality. The system likely stores engagement metadata (client profile, scope, constraints, previous decisions) and uses this context to generate more targeted prompts for AI tools, reducing the need for manual prompt engineering and improving consistency across engagement artifacts.","intents":["I want AI suggestions that understand my specific client context and engagement constraints","I need consistent quality across all AI-generated artifacts for a single engagement","I want to avoid repeating context information for every AI request"],"best_for":["consultants managing multiple concurrent engagements with different contexts","teams coordinating on shared client work who need consistent AI context","consultants seeking to improve AI output quality through better prompt engineering"],"limitations":["Context management overhead may require initial setup and maintenance","Unknown whether context persists across sessions or requires re-entry","May not support complex multi-engagement scenarios with shared resources or dependencies","Context window limitations may affect quality for very large or complex engagements"],"requires":["Active Armchair account","Engagement metadata and context (client profile, scope, constraints)","Integration with AI tools or APIs for prompt optimization"],"input_types":["structured data (engagement type, client industry, project phase, constraints)","text (engagement scope, previous decisions, client preferences)"],"output_types":["optimized AI prompts","context-aware AI suggestions","engagement-specific templates and frameworks"],"categories":["planning-reasoning","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_armchair__cap_6","uri":"capability://text.generation.language.consulting.deliverable.templates.and.frameworks","name":"consulting deliverable templates and frameworks","description":"Provides pre-built, customizable templates and frameworks for common consulting deliverables (strategy documents, implementation plans, assessment reports, executive summaries) that can be rapidly populated with engagement-specific content. The system likely includes consulting-standard structures (situation-complication-resolution, MECE frameworks, phased implementation plans) and allows consultants to customize templates for their specific methodologies while maintaining professional consulting conventions.","intents":["I need to create professional deliverables quickly without designing structure from scratch","I want to ensure my deliverables follow consulting best practices and industry standards","I need to customize templates for my specific consulting methodology and brand"],"best_for":["independent consultants and small firms without dedicated template libraries","consultants new to specific service offerings seeking proven structures","consultants seeking to standardize deliverable quality across engagements"],"limitations":["Templates may not fit highly specialized or niche consulting domains","Customization may require significant effort for unique methodologies","Unknown whether templates support complex visualizations or interactive elements","May not integrate with design tools or presentation software"],"requires":["Active Armchair account","Engagement-specific content and data","Optional: brand guidelines or style preferences"],"input_types":["text (engagement findings, recommendations, data)","structured data (engagement scope, timeline, deliverable type)","optional: brand assets or style guidelines"],"output_types":["formatted deliverable documents (Word, PDF, PowerPoint)","editable templates with populated content","professional presentation-ready materials"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_armchair__cap_7","uri":"capability://data.processing.analysis.consulting.metrics.and.performance.tracking","name":"consulting metrics and performance tracking","description":"Tracks key consulting business metrics (utilization rates, project profitability, client satisfaction, pipeline health) and provides dashboards and insights to help consultants understand business performance and identify improvement opportunities. The system likely aggregates data from engagements, coaching interactions, and community activity to provide holistic business intelligence specific to consulting practice models.","intents":["I want to understand my consulting business profitability and utilization rates","I need to track client satisfaction and engagement outcomes","I want data-driven insights to improve my consulting business performance"],"best_for":["independent consultants seeking to professionalize their business operations","small consulting firms managing multiple consultants and engagements","consultants transitioning from employment to independent practice"],"limitations":["Metrics calculation depends on accurate engagement data entry; garbage-in-garbage-out risk","Unknown whether it supports custom metrics or only pre-defined consulting KPIs","May not integrate with accounting software for financial data","Benchmarking against industry standards may be limited by community size"],"requires":["Active Armchair account","Engagement data (duration, scope, pricing, outcomes)","Optional: client feedback or satisfaction data"],"input_types":["structured data (engagement duration, pricing, resource allocation, outcomes)","text (client feedback, satisfaction ratings)"],"output_types":["performance dashboards and visualizations","KPI reports and trend analysis","improvement recommendations and benchmarks"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Active Armchair account (free or paid tier)","Basic client information and engagement scope details","Internet connectivity for cloud-based generation","Active Armchair account","Access to meeting notes or engagement documentation","Optional: calendar integration or meeting recording access","Prospect data or company information","Definition of ideal client profile or service offerings","Active Armchair account (likely paid tier for coaching access)","Artifacts to review (proposals, strategies, deliverables)"],"failure_modes":["Likely requires manual review and customization for highly specialized or niche consulting domains","May not handle complex multi-phase engagements with interdependent pricing models","Unknown whether it supports integration with existing proposal management systems or CRM platforms","Unclear whether it supports real-time collaborative note-taking or only post-engagement capture","Unknown if it integrates with calendar systems to auto-capture meeting context","May require manual tagging or categorization depending on implementation","Likely depends on external data sources for prospect research; data freshness and accuracy unknown","May not integrate with existing CRM systems (Salesforce, HubSpot, Pipedrive)","Unknown whether it supports multi-touch attribution or pipeline analytics","Coaching availability and response time unknown; likely asynchronous rather than real-time","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:29.133Z","last_scraped_at":"2026-04-05T13:23:42.561Z","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=armchair","compare_url":"https://unfragile.ai/compare?artifact=armchair"}},"signature":"PB3te20O+psCpW/slJ1/emwRMRQiRLA5exX6BTXw/tfwkaup9XH5zsmYxmEn3AH7tvbqcJshhL0wpK/0MT5NCQ==","signedAt":"2026-06-21T00:41:39.948Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/armchair","artifact":"https://unfragile.ai/armchair","verify":"https://unfragile.ai/api/v1/verify?slug=armchair","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"}}