{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_anakin-ai","slug":"anakin-ai","name":"Anakin.ai","type":"product","url":"https://anakin.ai","page_url":"https://unfragile.ai/anakin-ai","categories":["app-builders"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_anakin-ai__cap_0","uri":"capability://text.generation.language.multi.model.text.generation.with.unified.api.abstraction","name":"multi-model text generation with unified api abstraction","description":"Provides a single interface to access multiple large language models (GPT-4, Claude 3, and others) without requiring individual API keys or subscriptions. The platform abstracts away model-specific API differences through a normalized request/response layer, routing user queries to the appropriate backend model based on availability, rate limits, and freemium tier allocation. This is implemented as a reverse-proxy aggregation pattern where Anakin maintains pooled credentials and distributes requests across provider APIs.","intents":["I want to test GPT-4 and Claude 3 without paying for separate subscriptions or managing API keys","I need to compare outputs from multiple models on the same prompt without switching between platforms","I want to use advanced models but my budget is limited to free tier access"],"best_for":["Non-technical users exploring AI capabilities without upfront investment","Students and researchers prototyping with multiple models","Small teams evaluating which model best fits their use case"],"limitations":["Free tier likely has undisclosed rate limits (requests per minute/day) and usage caps that trigger throttling or service degradation","Model responses are proxied through Anakin's infrastructure, adding latency compared to direct API calls","No guarantee of model version consistency—Anakin may update backend models without notice, affecting reproducibility","Free tier access depends on Anakin's ability to subsidize API costs; service could be revoked or degraded if economics change"],"requires":["Web browser with JavaScript enabled","Active internet connection","Anakin.ai account (free registration)"],"input_types":["text (prompts, questions, instructions)"],"output_types":["text (model completions, responses)"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_anakin-ai__cap_1","uri":"capability://automation.workflow.pre.built.ai.app.marketplace.with.one.click.deployment","name":"pre-built ai app marketplace with one-click deployment","description":"Hosts a catalog of 1000+ templated AI applications (writing assistants, image generators, code helpers, etc.) that users can launch without coding. Each app is a pre-configured prompt template, workflow, or integration that wraps one or more underlying models. The platform uses a template-based architecture where apps are defined as JSON/YAML configurations specifying input fields, model parameters, and output formatting, allowing rapid cloning and customization through a visual builder.","intents":["I want to use AI for a specific task (e.g., email writing, code review) without building it myself","I need to quickly prototype a workflow combining multiple AI steps","I want to discover what's possible with AI without technical knowledge"],"best_for":["Non-technical end users seeking immediate productivity gains","Content creators, marketers, and business professionals","Teams wanting to standardize AI workflows across departments"],"limitations":["App quality and maintenance is inconsistent—many of the 1000+ apps are likely shallow clones with minimal differentiation or outdated prompts","Limited customization; apps are fixed templates with preset parameters, not fully programmable workflows","No version control or rollback for app updates; if Anakin modifies an app you rely on, you have no recourse","Discoverability is poor at scale—finding the right app among 1000+ requires effective search/categorization that may not exist","Apps are tightly coupled to Anakin's platform; exporting workflows or migrating to another platform is not supported"],"requires":["Anakin.ai account","Web browser","No coding knowledge required"],"input_types":["text (user input fields defined by app template)"],"output_types":["text (formatted results from underlying model)"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_anakin-ai__cap_2","uri":"capability://automation.workflow.no.code.visual.workflow.builder.for.ai.task.chaining","name":"no-code visual workflow builder for ai task chaining","description":"Provides a drag-and-drop interface to compose multi-step AI workflows by connecting pre-built blocks (model calls, data transformations, conditional logic). The builder likely uses a node-graph architecture where each node represents an operation (e.g., 'call GPT-4', 'extract JSON', 'send email') and edges represent data flow. Users define input/output mappings between nodes without writing code, and the platform compiles workflows into executable sequences that run on Anakin's backend.","intents":["I want to chain multiple AI operations (e.g., generate text → extract entities → send notification) without coding","I need to automate a business process that involves AI but I'm not technical","I want to reuse and share workflows across my team"],"best_for":["Business users and non-technical operators automating workflows","Teams standardizing AI-powered processes across departments","Rapid prototypers who need to validate ideas quickly"],"limitations":["Abstraction overhead—visual builders hide complexity but limit expressiveness; complex conditional logic or custom transformations may be impossible","Debugging is difficult; error messages are abstracted and tracing data flow through many nodes is cumbersome","Performance is opaque; users cannot optimize node execution order or parallelize independent steps","Workflows are locked into Anakin's platform; no export to standard formats (e.g., YAML, JSON) for portability","Scalability is unclear; no documentation on how many nodes, execution time, or data volume a workflow can handle"],"requires":["Anakin.ai account","Web browser with JavaScript","No coding knowledge required"],"input_types":["text, structured data (defined by workflow input schema)"],"output_types":["text, structured data (defined by workflow output schema)"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_anakin-ai__cap_3","uri":"capability://tool.use.integration.freemium.model.access.with.transparent.rate.limiting.and.usage.tracking","name":"freemium model access with transparent rate limiting and usage tracking","description":"Implements a freemium tier that grants genuine access to GPT-4 and Claude 3 (not just limited trials) with rate limits and daily/monthly usage caps. The platform tracks usage per user and enforces quotas server-side, likely using a token-bucket or sliding-window algorithm to prevent abuse. Users can monitor their consumption through a dashboard showing requests used, tokens consumed, and remaining quota before hitting limits or being prompted to upgrade.","intents":["I want to try GPT-4 and Claude 3 without paying anything upfront","I need to understand how much I'm using so I can plan upgrades","I want to stay within free tier limits without surprises"],"best_for":["Budget-conscious individuals and students","Teams evaluating AI tools before committing to paid plans","Users with light, infrequent AI usage"],"limitations":["Rate limits and usage caps are not transparently documented upfront; users discover limits only by hitting them","Free tier is likely unsustainable long-term; Anakin subsidizes model costs and may reduce free tier generosity or discontinue it","Quota enforcement may be aggressive or unpredictable; no SLA or guarantee of consistent free tier availability","Upgrade path is unclear; pricing for paid tiers is not mentioned, creating uncertainty about cost escalation","Free tier may have longer latency or lower priority in request queues compared to paid users"],"requires":["Anakin.ai account (free registration)","Web browser"],"input_types":["N/A (pricing tier, not a functional capability)"],"output_types":["N/A (pricing tier, not a functional capability)"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_anakin-ai__cap_4","uri":"capability://text.generation.language.web.based.ide.for.prompt.engineering.and.model.testing","name":"web-based ide for prompt engineering and model testing","description":"Provides an in-browser editor where users can write prompts, adjust model parameters (temperature, max tokens, top-p, etc.), and test outputs in real-time without leaving the platform. The IDE likely includes syntax highlighting for prompt templates, parameter sliders, and a side-by-side view of input/output. This enables rapid iteration on prompts and model settings without switching between tools or managing API credentials.","intents":["I want to experiment with different prompts and model settings to find the best output","I need to refine a prompt iteratively without managing API keys or writing code","I want to compare how different parameter values affect model behavior"],"best_for":["Prompt engineers and AI researchers optimizing model behavior","Content creators iterating on AI-generated outputs","Non-technical users learning how to write effective prompts"],"limitations":["Parameter controls may be limited to common settings (temperature, max tokens); advanced parameters like logit bias or frequency penalty may not be exposed","No version control or history of prompt iterations; users cannot easily revert to previous versions or compare changes","Testing is limited to single prompts; no batch testing or A/B testing framework","No integration with external data sources; users cannot test prompts against real datasets","Output is not persistent; results are lost on page refresh unless manually saved"],"requires":["Anakin.ai account","Web browser with JavaScript","No coding knowledge required"],"input_types":["text (prompts, model parameters)"],"output_types":["text (model completions)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_anakin-ai__cap_5","uri":"capability://tool.use.integration.cross.model.prompt.compatibility.and.automatic.fallback.routing","name":"cross-model prompt compatibility and automatic fallback routing","description":"Automatically routes prompts to alternative models if the primary model is unavailable, rate-limited, or experiencing errors. The platform likely implements a fallback chain (e.g., GPT-4 → Claude 3 → GPT-3.5) and may adjust prompts to account for model-specific syntax or behavior differences. This ensures high availability and graceful degradation without user intervention, though output quality may vary across models.","intents":["I want my workflows to continue running even if one model is unavailable","I need high availability for AI-powered services without managing failover myself","I want to use the best available model without manually switching"],"best_for":["Teams running production AI workflows that require high availability","Applications where occasional model switching is acceptable","Users who want resilience without complexity"],"limitations":["Fallback models may produce different output quality or style; users cannot control which model is used or set quality thresholds","Prompt compatibility is not guaranteed; prompts optimized for GPT-4 may not work well with Claude 3, leading to degraded results","Fallback routing is opaque; users cannot see which model was used or why, making debugging difficult","Cost implications are unclear; fallback to cheaper models may save money, but this is not transparent","No SLA or guarantee on fallback behavior; Anakin may change routing logic without notice"],"requires":["Anakin.ai account","Workflows or apps configured to use multi-model routing"],"input_types":["text (prompts)"],"output_types":["text (model completions from primary or fallback model)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_anakin-ai__cap_6","uri":"capability://automation.workflow.shared.app.templates.and.community.contributed.workflows","name":"shared app templates and community-contributed workflows","description":"Allows users to publish, discover, and fork AI app templates and workflows created by other users. The platform likely includes a community marketplace where templates are rated, reviewed, and searchable by category or use case. Users can clone templates, customize them, and optionally publish their own, creating a network effect where the platform becomes more valuable as more templates are contributed.","intents":["I want to find and use workflows created by other users instead of building from scratch","I want to share my AI workflows with my team or the community","I want to discover new use cases and best practices from other users"],"best_for":["Community-driven platforms where user-generated content drives value","Teams sharing workflows across departments or organizations","Users learning from examples and best practices"],"limitations":["Quality control is weak; community templates may be outdated, broken, or poorly documented","No versioning or deprecation system; old templates may reference deprecated models or features","Attribution and licensing are unclear; users may not know if they can legally use or modify shared templates","Discoverability is poor; with 1000+ apps and user templates, finding relevant ones is difficult without strong search/categorization","No forking or version control; users cannot track changes to templates they depend on or contribute improvements upstream"],"requires":["Anakin.ai account","Web browser"],"input_types":["N/A (discovery and sharing feature)"],"output_types":["N/A (discovery and sharing feature)"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_anakin-ai__cap_7","uri":"capability://automation.workflow.batch.processing.and.scheduled.execution.for.ai.workflows","name":"batch processing and scheduled execution for ai workflows","description":"Enables users to run workflows on a schedule (daily, weekly, etc.) or process large batches of inputs without manual triggering. The platform likely uses a job scheduler (e.g., cron-like) to trigger workflows at specified intervals and a batch processor to handle multiple inputs in parallel or sequentially. Results are stored or exported automatically, enabling hands-off automation of repetitive AI tasks.","intents":["I want to run an AI workflow every day without manually triggering it","I need to process 1000s of inputs through an AI workflow efficiently","I want results automatically saved or sent to me after processing"],"best_for":["Teams automating repetitive AI tasks (e.g., daily content generation, email drafting)","Batch processing use cases (e.g., analyzing documents, generating summaries)","Users wanting hands-off automation without infrastructure"],"limitations":["Scheduling options are likely limited to simple intervals (daily, weekly); no cron expression support for complex schedules","Batch processing performance is unclear; no documentation on throughput, parallelism, or how long large batches take","Error handling is opaque; if a batch job fails, users may not know which inputs failed or why","No cost visibility; batch processing may consume significant quota, but usage is not transparently tracked","Results storage is limited; no clear documentation on how long results are retained or how to export them"],"requires":["Anakin.ai account","Workflow configured for batch or scheduled execution"],"input_types":["text, structured data (batch inputs)"],"output_types":["text, structured data (batch results, exported to file or email)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_anakin-ai__cap_8","uri":"capability://tool.use.integration.integration.with.external.data.sources.and.apis","name":"integration with external data sources and apis","description":"Allows workflows to fetch data from external sources (databases, APIs, spreadsheets, cloud storage) and pass it to AI models for processing. The platform likely provides pre-built connectors for common services (Google Sheets, Slack, Zapier, etc.) and a generic HTTP request block for custom APIs. This enables workflows to operate on real-world data without manual copy-paste, creating end-to-end automation.","intents":["I want to automatically fetch data from my CRM and generate personalized emails with AI","I need to process documents from Google Drive through an AI workflow","I want to send AI-generated results to Slack or email automatically"],"best_for":["Teams integrating AI into existing business processes","Workflows that operate on real-world data from databases or APIs","End-to-end automation without manual data handling"],"limitations":["Pre-built connectors are limited; only popular services (Google, Slack, etc.) are likely supported; custom APIs require manual HTTP configuration","Authentication is complex; users must manage API keys and OAuth flows, which is error-prone","Data transformation is limited; workflows may not support complex ETL logic, requiring external tools","Rate limiting and error handling are opaque; if an external API fails, workflows may silently fail or retry indefinitely","Data privacy is unclear; users must trust Anakin with API keys and data flowing through their infrastructure"],"requires":["Anakin.ai account","API keys or OAuth credentials for external services","Workflow configured with integration blocks"],"input_types":["data from external APIs, databases, or files"],"output_types":["data sent to external APIs, databases, or files"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"high","permissions":["Web browser with JavaScript enabled","Active internet connection","Anakin.ai account (free registration)","Anakin.ai account","Web browser","No coding knowledge required","Web browser with JavaScript","Workflows or apps configured to use multi-model routing","Workflow configured for batch or scheduled execution","API keys or OAuth credentials for external services"],"failure_modes":["Free tier likely has undisclosed rate limits (requests per minute/day) and usage caps that trigger throttling or service degradation","Model responses are proxied through Anakin's infrastructure, adding latency compared to direct API calls","No guarantee of model version consistency—Anakin may update backend models without notice, affecting reproducibility","Free tier access depends on Anakin's ability to subsidize API costs; service could be revoked or degraded if economics change","App quality and maintenance is inconsistent—many of the 1000+ apps are likely shallow clones with minimal differentiation or outdated prompts","Limited customization; apps are fixed templates with preset parameters, not fully programmable workflows","No version control or rollback for app updates; if Anakin modifies an app you rely on, you have no recourse","Discoverability is poor at scale—finding the right app among 1000+ requires effective search/categorization that may not exist","Apps are tightly coupled to Anakin's platform; exporting workflows or migrating to another platform is not supported","Abstraction overhead—visual builders hide complexity but limit expressiveness; complex conditional logic or custom transformations may be impossible","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.25,"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":"2026-04-05T13:23:42.552Z","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=anakin-ai","compare_url":"https://unfragile.ai/compare?artifact=anakin-ai"}},"signature":"lwM+1aKHZvOqROWd1upNuAeR777d3Wo2ufVhhFNJebUwlfTSa4TLhERN2NsUUPNobcy3/ru198oU9FDXYznpCQ==","signedAt":"2026-06-22T02:55:54.826Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/anakin-ai","artifact":"https://unfragile.ai/anakin-ai","verify":"https://unfragile.ai/api/v1/verify?slug=anakin-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"}}