{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_automated-combat","slug":"automated-combat","name":"Automated Combat","type":"webapp","url":"https://www.automatedcombat.com","page_url":"https://unfragile.ai/automated-combat","categories":["research-search"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_automated-combat__cap_0","uri":"capability://text.generation.language.gpt.4.powered.historical.figure.debate.generation","name":"gpt-4-powered historical figure debate generation","description":"Generates multi-turn adversarial dialogue between two historical figures by constructing a system prompt with figure personas, sending it to OpenAI's GPT-4 API, and streaming/rendering the response as formatted debate text with speaker attribution. The system maintains no persistent conversation state across battles; each generation is a fresh API call with figure context injected into the prompt.","intents":["I want to see how two historical figures would argue about a specific topic","I need to generate creative historical debate content for educational or entertainment purposes","I want to explore multiple perspectives on a historical event by having figures defend opposing positions"],"best_for":["History educators seeking interactive classroom supplements for students aged 14-22","Content creators generating novelty historical debate material","Students exploring historical perspectives through roleplay without requiring factual rigor"],"limitations":["No fact-checking or source attribution — GPT-4 generates plausible-sounding but potentially false historical claims without citations","Limited to predefined historical figure list (size unknown) — users cannot add custom figures or personas","No persistent conversation memory — each battle is stateless; multi-turn conversations cannot reference previous exchanges","Non-deterministic output without user-accessible seed control — identical figure pairs will generate different debates on each run","No debate structure enforcement — no guarantee of logical argumentation, logical fallacy detection, or adherence to debate rules","Latency dependent on OpenAI API response times (typically 5-30 seconds) plus network overhead"],"requires":["Free tier: OpenAI account with API key and available credits (~$0.03-0.06 per battle at current GPT-4 pricing)","Paid tier: Automated Combat account with purchased credits ($5 per 10 credits, 1 credit = 1 battle)","Web browser with JavaScript enabled","Internet connectivity for API calls to OpenAI"],"input_types":["Two historical figures selected from curated dropdown list","Optional: debate topic or format specification (if customizable; only 'rap' format documented)"],"output_types":["Formatted multi-turn text dialogue with speaker labels and line breaks","Plain text (no markdown, HTML, or structured data export)","Length and structure determined by GPT-4 generation (no documented constraints)"],"categories":["text-generation-language","education-interactive"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_automated-combat__cap_1","uri":"capability://text.generation.language.rap.format.historical.figure.battle.generation","name":"rap-format historical figure battle generation","description":"Generates adversarial rap-style exchanges between historical figures by injecting a 'rap format' constraint into the GPT-4 prompt, producing rhyming couplets and hip-hop vernacular while maintaining figure personas. This is a specialized output format variant of the core debate capability, demonstrating format-specific prompt engineering without separate model fine-tuning.","intents":["I want to create entertaining, novelty historical content in rap format for social media or classroom engagement","I want to make history learning more engaging for younger audiences through hip-hop cultural references","I want to generate creative writing inspiration by seeing historical figures in modern vernacular styles"],"best_for":["Content creators targeting Gen Z audiences with viral historical meme content","Teachers seeking high-engagement hooks for history lessons with students resistant to traditional formats","Social media managers creating novelty educational content"],"limitations":["Rap format may prioritize rhyme and flow over historical accuracy — factual claims are even less reliable than standard debate format","Limited to rap format only (no other creative formats documented like poetry, screenplay, or debate transcript)","Quality of rap generation depends on GPT-4's hip-hop vernacular training — may produce clichéd or inauthentic language","No control over rap style, era, or subgenre (boom-bap, trap, conscious rap, etc.)"],"requires":["Same as core debate capability: OpenAI API key (free tier) or platform credits (paid tier)","Selection of 'rap' format from format dropdown (if available; only documented example)"],"input_types":["Two historical figures from curated list","Format selection: 'rap' (other formats unknown)"],"output_types":["Rap-style multi-turn dialogue with rhyming couplets and hip-hop vernacular","Plain text with speaker labels"],"categories":["text-generation-language","creative-writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_automated-combat__cap_10","uri":"capability://automation.workflow.freemium.pricing.model.with.free.tier.friction.and.paid.tier.convenience","name":"freemium pricing model with free tier friction and paid tier convenience","description":"Implements a freemium model where free-tier users must provide their own OpenAI API key (high friction, requires API key management) and pay OpenAI directly (~$0.03-0.06 per battle), while paid-tier users purchase credits ($5 per 10 credits, $0.50 per battle) and avoid API key management. The platform absorbs API costs for paid users and retains an ~8-16x markup, making paid tier the primary revenue model.","intents":["I want to try Automated Combat for free without committing to a paid subscription","I want to use Automated Combat without managing API keys or OpenAI billing","I want predictable, simple pricing where I pay upfront for a fixed number of battles"],"best_for":["Cost-conscious power users willing to manage API keys (free tier)","Non-technical educators and students who value simplicity over cost (paid tier)","Classroom deployments where teachers want to manage student access via credit allocation (paid tier)"],"limitations":["Free tier has high friction — requires OpenAI account setup, API key generation, and billing management","Free tier is unsustainable for platform — no revenue, full API cost pass-through","Paid tier has significant markup (~8-16x) — users pay $0.50 per battle vs. ~$0.03-0.06 actual API cost","No bulk discounts documented — cost per battle remains constant regardless of volume","No trial period documented — users must commit to paid tier or deal with free tier friction","Unknown credit expiration policy — credits may expire if unused"],"requires":["Free tier: OpenAI account with API key and available credits","Paid tier: Automated Combat account with credit card for purchasing credits"],"input_types":["Free tier: OpenAI API key (text input)","Paid tier: Credit card information (processed by payment processor)"],"output_types":["Free tier: Authentication status and API call authorization","Paid tier: Credit balance and transaction receipts"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_automated-combat__cap_2","uri":"capability://tool.use.integration.user.provided.openai.api.key.authentication.and.cost.passthrough","name":"user-provided openai api key authentication and cost passthrough","description":"Enables free-tier users to supply their own OpenAI API key, which the platform uses to make GPT-4 API calls on their behalf, passing through the full cost of API usage directly to the user's OpenAI account. This architecture eliminates platform infrastructure costs for free users but requires users to manage API key security and OpenAI billing directly.","intents":["I want to use Automated Combat without paying the platform, only paying OpenAI directly for API costs","I want to control my API spending and see exactly how much each battle costs","I want to avoid creating another account and instead use my existing OpenAI credentials"],"best_for":["Cost-conscious developers and educators willing to manage API keys and billing","Users with existing OpenAI accounts and API credits they want to consume","Power users generating high volumes of battles who benefit from transparent per-request pricing"],"limitations":["Requires users to create and manage OpenAI API keys — high friction for non-technical users","Users are responsible for API key security; platform does not manage key rotation or expiration","No spending caps or alerts — users can accidentally incur large bills if generating many battles","OpenAI API rate limits apply directly to user's account — no platform-level rate limiting or queuing","Actual cost per battle (~$0.03-0.06) is higher than platform's paid tier ($0.50 per battle) due to platform markup, but requires more setup","No cost estimation or preview before generating a battle"],"requires":["OpenAI account with API access enabled","OpenAI API key (sk-... format) with available credits or payment method on file","Understanding of API key security best practices (not storing in browser localStorage, etc.)"],"input_types":["OpenAI API key (text input field on platform)","Optional: API key validation/testing"],"output_types":["Authentication status (valid/invalid API key)","Implicit: API calls charged to user's OpenAI account"],"categories":["tool-use-integration","authentication"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_automated-combat__cap_3","uri":"capability://tool.use.integration.platform.managed.credit.system.with.prepaid.battle.tokens","name":"platform-managed credit system with prepaid battle tokens","description":"Provides a paid tier where users purchase credits ($5 per 10 credits) that are consumed one credit per battle, eliminating the need for users to manage OpenAI API keys or billing. The platform absorbs the OpenAI API cost (~$0.03-0.06 per battle) and retains a margin (~8-16x markup), making this the primary revenue model. Credits are stored server-side and decremented on each battle generation.","intents":["I want to use Automated Combat without managing API keys or OpenAI billing","I want predictable, simple pricing where I pay upfront for a fixed number of battles","I want to gift or share credits with students or colleagues without exposing API credentials"],"best_for":["Non-technical educators and students who want simplicity over cost optimization","Classroom deployments where teachers want to manage student access via credit allocation","Users who value convenience and account isolation over transparent per-request pricing"],"limitations":["Credits are non-refundable and expire after unknown duration (not documented)","No bulk discount pricing documented — cost per battle remains constant at $0.50 regardless of volume","No credit rollover or sharing mechanism documented — credits are tied to individual accounts","Platform margin (~8-16x) means users pay significantly more than raw API costs","No spending alerts or credit depletion warnings (unknown if implemented)","Credit purchase requires credit card and account creation — higher friction than free tier but lower than API key setup"],"requires":["Automated Combat account (email/password or OAuth)","Credit card or payment method for purchasing credits","Minimum purchase: $5 for 10 credits (1 credit = 1 battle)"],"input_types":["Credit card information (processed by payment processor, unknown which one)","Credit quantity selection (in $5 increments: 10, 20, 30, etc. credits)"],"output_types":["Credit balance (integer count of remaining battles)","Transaction receipt (unknown format)","Implicit: API calls charged to platform's OpenAI account"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_automated-combat__cap_4","uri":"capability://memory.knowledge.curated.historical.figure.selection.and.persona.injection","name":"curated historical figure selection and persona injection","description":"Maintains a predefined list of historical figures (size unknown) that users select from via dropdown UI. The platform injects selected figures' names and implicit personas into the GPT-4 prompt, relying on GPT-4's training data to generate contextually appropriate dialogue without explicit persona definitions or historical accuracy constraints. No custom figure creation or persona editing is supported.","intents":["I want to quickly select two historical figures without typing or searching","I want to ensure the figures I select are 'real' and not hallucinated by the AI","I want to explore debates between figures the platform has pre-vetted as suitable for debate"],"best_for":["Educators using the tool with students who need guided figure selection","Casual users exploring historical debates without deep historical knowledge","Classroom settings where teachers want to constrain figure selection to curriculum-relevant figures"],"limitations":["Unknown number of available figures — no documentation of list size or coverage (e.g., only Western figures? Only ancient history?)","No custom figure creation — users cannot add fictional characters, lesser-known historical figures, or hypothetical personas","No persona customization — figures are represented only by name, with no ability to specify time period, context, or specific historical moment","Persona quality depends entirely on GPT-4's training data — figures may be represented with stereotypes or inaccuracies","No figure search or filtering — unknown if list is alphabetical, categorized, or random","Potential for figure selection bias — unknown if list is curated for educational value or entertainment appeal"],"requires":["Access to Automated Combat web interface","JavaScript-enabled browser for dropdown UI interaction"],"input_types":["Two historical figure selections from dropdown list (text selection, not free-form input)"],"output_types":["Figure names passed to GPT-4 prompt (implicit; not visible to user)"],"categories":["memory-knowledge","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_automated-combat__cap_5","uri":"capability://automation.workflow.stateless.battle.generation.with.no.conversation.persistence","name":"stateless battle generation with no conversation persistence","description":"Each battle is generated as an independent, stateless API call to GPT-4 with no conversation history or context carried between battles. The platform does not store debate transcripts, user conversation history, or multi-turn conversation state. Each generation is a fresh prompt with only the selected figures and optional format specification, making it impossible to continue or reference previous debates.","intents":["I want to quickly generate a one-off historical debate without managing conversation state","I want to generate multiple independent debates without them interfering with each other","I want to avoid platform storage of my conversation history for privacy reasons"],"best_for":["Users generating one-off novelty content without needing conversation continuity","Privacy-conscious users who don't want platform storing their debate history","Stateless deployment scenarios where conversation persistence is not required"],"limitations":["Cannot continue or extend a previous debate — users must regenerate from scratch if they want to explore a topic further","No conversation history or transcript storage — users cannot review, export, or reference previous battles","No multi-turn conversation memory — each battle is independent; figures cannot reference earlier points in the debate","No user-specific personalization — platform cannot learn from user preferences or tailor future battles","Identical figure pairs will generate completely different debates on each run (non-deterministic without seed control)","No ability to 'save' or 'favorite' particularly good debates — all content is ephemeral"],"requires":["No special requirements — statelessness is a platform design choice, not a user-facing feature"],"input_types":["Figure selection and format specification (same as core capability)"],"output_types":["Single-generation debate text (no conversation history)"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_automated-combat__cap_6","uri":"capability://text.generation.language.non.deterministic.debate.generation.without.user.accessible.sampling.controls","name":"non-deterministic debate generation without user-accessible sampling controls","description":"GPT-4 generates debates with default temperature and sampling parameters (unknown values), producing different outputs for identical figure pairs on each run. Users have no access to seed, temperature, top-p, or other sampling controls, making it impossible to reproduce specific debates or control output variability. This is a consequence of using GPT-4's default API behavior without exposing advanced parameters.","intents":["I want to generate multiple different debates for the same figure pair to explore different argumentative angles","I want to see how the AI handles the same debate scenario differently each time"],"best_for":["Users exploring multiple perspectives on the same historical debate","Educators wanting to generate varied content for different classroom sessions","Content creators needing multiple takes on the same figure pairing"],"limitations":["Cannot reproduce a specific debate — if a user generates a particularly good debate, they cannot regenerate it exactly","No control over output variability — users cannot request more or less creative/diverse outputs","No seed control — impossible to share a specific debate generation with others (no 'share this debate' link)","Temperature/sampling parameters are hidden — users cannot understand or control the randomness level","Potential for inconsistent quality — some generations may be more coherent or historically plausible than others, with no user control"],"requires":["No special requirements — this is a consequence of GPT-4 API defaults"],"input_types":["Figure selection (same as core capability)"],"output_types":["Non-deterministic debate text (different output each time for same input)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_automated-combat__cap_7","uri":"capability://automation.workflow.web.based.ui.with.figure.dropdown.and.battle.generation.trigger","name":"web-based ui with figure dropdown and battle generation trigger","description":"Provides a simple web interface (React/Vue/similar, unknown framework) with dropdown selectors for two historical figures and a 'Generate Battle' button that triggers an API call to GPT-4. The UI renders the generated debate as formatted text with speaker labels. No advanced features like search, filtering, or format customization are documented.","intents":["I want a simple, intuitive interface to generate historical debates without command-line tools or API calls","I want to see the debate rendered in a readable format with clear speaker attribution","I want to quickly generate multiple battles without friction"],"best_for":["Non-technical users (educators, students) who need a simple point-and-click interface","Classroom deployments where teachers want students to focus on content, not technical setup","Casual users exploring historical debates without needing advanced features"],"limitations":["No search or filtering for figures — users must scroll through dropdown list to find figures","No format customization visible — only 'rap' format documented; unknown if other formats are available","No export or download functionality documented — users cannot save debates to file","No sharing mechanism documented — users cannot share specific debates via link","No mobile app documented — web-only interface may be difficult to use on small screens","No keyboard shortcuts or advanced navigation — UI is mouse/touch-dependent"],"requires":["Web browser (Chrome, Firefox, Safari, Edge) with JavaScript enabled","Internet connectivity","Screen size suitable for dropdown UI (unknown minimum resolution)"],"input_types":["Mouse/touch selection of two figures from dropdown lists","Click on 'Generate Battle' button"],"output_types":["Rendered HTML with formatted debate text","Speaker labels and line breaks for readability"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_automated-combat__cap_8","uri":"capability://tool.use.integration.openai.gpt.4.api.integration.with.unknown.model.variant","name":"openai gpt-4 api integration with unknown model variant","description":"Integrates directly with OpenAI's GPT-4 API endpoint (likely the completion or chat endpoint) using either the 8K or 128K context window variant (unknown which). The platform constructs prompts with figure personas and sends them to GPT-4, receiving multi-turn dialogue responses. No fine-tuning, prompt caching, or advanced API features are documented.","intents":["I want to leverage GPT-4's historical knowledge and dialogue generation capabilities without managing the API directly","I want to ensure the platform uses a capable, well-trained model for generating historically plausible debates"],"best_for":["Users who trust OpenAI's GPT-4 model quality and want to leverage its capabilities","Platforms that want to use a proven, general-purpose LLM without fine-tuning or custom model development"],"limitations":["Vendor lock-in to OpenAI — no option to use Claude, Llama, or other LLMs","Unknown GPT-4 variant — unclear if using 8K or 128K context window, affecting cost and capability","No fine-tuning or custom training — platform relies entirely on GPT-4's base training, which may not be optimized for historical accuracy","No prompt caching documented — identical figure pairs will re-query GPT-4 instead of using cached responses","OpenAI API rate limits and availability constraints apply directly to platform","Cost per request (~$0.03-0.06) is relatively high compared to smaller models, limiting platform profitability"],"requires":["OpenAI API access (either user-provided key or platform-managed account)","Valid OpenAI API key with available credits or payment method"],"input_types":["Prompt text constructed by platform (not visible to users)"],"output_types":["Multi-turn dialogue text from GPT-4 completion endpoint"],"categories":["tool-use-integration","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_automated-combat__cap_9","uri":"capability://safety.moderation.no.fact.checking.or.source.attribution.for.generated.claims","name":"no fact-checking or source attribution for generated claims","description":"The platform generates historical debates using GPT-4 without any fact-checking, source verification, or citation mechanism. Generated claims are presented as-is without indication of accuracy, source reliability, or potential hallucinations. This is a deliberate design choice (not a technical limitation) that prioritizes speed and simplicity over accuracy.","intents":["I want to quickly generate entertaining historical content without waiting for fact-checking","I want to use this tool for creative writing inspiration rather than academic research"],"best_for":["Entertainment and novelty content creation where accuracy is secondary to engagement","Classroom use where teachers actively fact-check AI outputs with students (as a critical thinking exercise)","Users who understand AI limitations and can evaluate claims independently"],"limitations":["Generated claims may be historically inaccurate, anachronistic, or completely fabricated by GPT-4","No citations or sources provided — users cannot verify claims or trace them to historical documents","No confidence scores or uncertainty indicators — users cannot distinguish plausible claims from hallucinations","Risk of reinforcing historical misconceptions, especially with younger users who may not fact-check","No fact-checking API integration (e.g., with Wikipedia, academic databases) documented","Platform provides no disclaimers about accuracy limitations (unknown if present in UI)"],"requires":["User critical thinking and fact-checking ability (not a platform requirement, but a user responsibility)"],"input_types":["None — this is a limitation of the platform, not a user-facing feature"],"output_types":["Unverified debate text with no citations or accuracy indicators"],"categories":["safety-moderation","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Free tier: OpenAI account with API key and available credits (~$0.03-0.06 per battle at current GPT-4 pricing)","Paid tier: Automated Combat account with purchased credits ($5 per 10 credits, 1 credit = 1 battle)","Web browser with JavaScript enabled","Internet connectivity for API calls to OpenAI","Same as core debate capability: OpenAI API key (free tier) or platform credits (paid tier)","Selection of 'rap' format from format dropdown (if available; only documented example)","Free tier: OpenAI account with API key and available credits","Paid tier: Automated Combat account with credit card for purchasing credits","OpenAI account with API access enabled","OpenAI API key (sk-... format) with available credits or payment method on file"],"failure_modes":["No fact-checking or source attribution — GPT-4 generates plausible-sounding but potentially false historical claims without citations","Limited to predefined historical figure list (size unknown) — users cannot add custom figures or personas","No persistent conversation memory — each battle is stateless; multi-turn conversations cannot reference previous exchanges","Non-deterministic output without user-accessible seed control — identical figure pairs will generate different debates on each run","No debate structure enforcement — no guarantee of logical argumentation, logical fallacy detection, or adherence to debate rules","Latency dependent on OpenAI API response times (typically 5-30 seconds) plus network overhead","Rap format may prioritize rhyme and flow over historical accuracy — factual claims are even less reliable than standard debate format","Limited to rap format only (no other creative formats documented like poetry, screenplay, or debate transcript)","Quality of rap generation depends on GPT-4's hip-hop vernacular training — may produce clichéd or inauthentic language","No control over rap style, era, or subgenre (boom-bap, trap, conscious rap, etc.)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.9,"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=automated-combat","compare_url":"https://unfragile.ai/compare?artifact=automated-combat"}},"signature":"cFcswilgiFc55kd1TsdbaKWcesWNLZeUpvbDxW39KHbxg3wNEO01TBBxWGNxBDnXGbMZvxBetdNanDbbtmIBAQ==","signedAt":"2026-06-16T09:04:53.021Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/automated-combat","artifact":"https://unfragile.ai/automated-combat","verify":"https://unfragile.ai/api/v1/verify?slug=automated-combat","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"}}