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The system maintains indexed databases of known breach sources and applies machine learning classifiers to distinguish legitimate mentions from false positives, triggering real-time alerts when matches are detected against a user's monitored identity profile.","intents":["I want to know immediately when my credentials appear on dark web markets before attackers use them","I need automated scanning of underground forums where my business email might be sold","I want early warning of data breaches affecting me before news outlets report them"],"best_for":["Individual professionals managing personal digital identity risk","Small business owners without dedicated security operations teams","High-net-worth individuals requiring proactive threat intelligence"],"limitations":["Coverage limited to indexed dark web sources — private, invitation-only hacker forums may not be crawled","Detection accuracy depends on exact string matching and ML classifier training data; obfuscated or misspelled credentials may be missed","Crawling latency means detection occurs 24-72 hours after initial posting in some cases","No visibility into encrypted or peer-to-peer credential sharing channels outside monitored platforms"],"requires":["Active internet connection for continuous monitoring","User account with email address(es) to monitor","Subscription tier with dark web monitoring enabled"],"input_types":["email addresses","usernames","phone numbers","domain names"],"output_types":["alert notifications","threat reports with source URLs","credential exposure summaries"],"categories":["search-retrieval","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_doppel__cap_1","uri":"capability://planning.reasoning.automated.threat.remediation.guidance.generation","name":"automated-threat-remediation-guidance-generation","description":"When a credential breach or identity threat is detected, the system generates contextual remediation steps tailored to the specific threat type and user's digital footprint. Using rule-based logic and threat intelligence databases, it produces actionable guidance (e.g., 'reset password on GitHub and linked services', 'monitor bank accounts for 30 days', 'file fraud alert with credit bureaus') rather than generic warnings, with links to relevant account reset pages and official resources.","intents":["When I'm alerted to a breach, I want step-by-step instructions on what to do immediately","I need to understand which of my accounts are actually at risk from this specific breach","I want automated guidance that accounts for my specific digital footprint and linked services"],"best_for":["Non-technical users who need clear, actionable next steps after a breach alert","Small business owners managing multiple digital accounts without security expertise","Individuals who want to remediate threats without hiring security consultants"],"limitations":["Remediation guidance is rule-based and may not account for complex, multi-account attack scenarios","Requires user to manually execute recommended steps — no automated account recovery or password reset capability","Guidance quality depends on threat database accuracy; novel or sophisticated attacks may receive generic recommendations","No integration with password managers or account recovery services to automate remediation"],"requires":["Active threat alert from dark web monitoring","User profile with linked accounts or digital footprint data","Subscription tier with remediation guidance enabled"],"input_types":["threat alert metadata","breach type classification","user account inventory"],"output_types":["structured remediation steps","priority-ranked action items","links to account reset pages","fraud alert templates"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_doppel__cap_2","uri":"capability://memory.knowledge.identity.profile.aggregation.and.monitoring","name":"identity-profile-aggregation-and-monitoring","description":"Builds and maintains a comprehensive digital identity profile by accepting user inputs (email addresses, usernames, phone numbers, domain names) and cross-referencing them against known data breaches, public records, and dark web databases. The system continuously monitors this aggregated profile for new mentions, changes in exposure status, and emerging threats, maintaining a historical timeline of identity mentions and breach associations to detect patterns of targeted attacks.","intents":["I want a single dashboard showing all the ways my identity appears online and where it's been exposed","I need to monitor multiple email addresses and usernames across different platforms for breaches","I want to track how my digital footprint has changed over time and which breaches affect me"],"best_for":["Individuals managing multiple digital identities across platforms","Small business owners protecting corporate and personal identities","Users wanting centralized visibility into their exposure across breaches"],"limitations":["Profile accuracy depends on user providing complete list of identities — missed usernames or email addresses won't be monitored","Cross-referencing against breach databases is limited to indexed, known breaches; zero-day breaches won't appear until added to threat databases","No real-time synchronization with password managers or account management tools — requires manual profile updates","Historical timeline only extends back to when monitoring began; pre-existing exposures may not have complete historical context"],"requires":["User account with email verification","At least one identity (email, username, or phone) to monitor","Subscription tier with identity monitoring enabled"],"input_types":["email addresses","usernames","phone numbers","domain names","social media handles"],"output_types":["identity profile dashboard","breach association reports","exposure timeline","threat summary cards"],"categories":["memory-knowledge","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_doppel__cap_3","uri":"capability://automation.workflow.real.time.alert.notification.system","name":"real-time-alert-notification-system","description":"Delivers threat alerts through multiple channels (email, SMS, push notifications, in-app) with configurable severity levels and delivery preferences. The system batches low-priority alerts to reduce notification fatigue while immediately escalating critical threats (e.g., credentials on active marketplaces) through all channels. Alerts include threat metadata (source URL, exposure type, affected accounts) and direct links to remediation guidance, with user-configurable quiet hours and alert frequency thresholds.","intents":["I want to be notified immediately when my credentials appear on dark web markets","I need alerts through multiple channels so I don't miss critical threats","I want to control alert frequency to avoid notification fatigue while staying informed"],"best_for":["Users who need immediate notification of critical threats","Professionals managing multiple identities who want granular alert control","Organizations requiring audit trails of threat notifications"],"limitations":["Alert delivery latency depends on notification service provider — SMS/push may lag email by 5-15 minutes","Severity classification is rule-based and may misclassify novel threats as low-priority","No integration with incident management platforms (PagerDuty, Slack) for enterprise alerting workflows","Alert fatigue mitigation through batching may delay notification of time-sensitive threats by up to 1 hour"],"requires":["Active subscription with alert notifications enabled","Verified email address and/or phone number for delivery","User account with notification preferences configured"],"input_types":["threat detection events","severity classification","user notification preferences"],"output_types":["email alerts","SMS notifications","push notifications","in-app alert cards"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_doppel__cap_4","uri":"capability://data.processing.analysis.breach.database.indexing.and.querying","name":"breach-database-indexing-and-querying","description":"Maintains indexed databases of known data breaches, dark web paste sites, and credential marketplaces, with rapid query capabilities to match user identities against breach records. The system uses inverted indices and bloom filters for fast lookups across millions of breach records, with periodic updates from threat intelligence feeds and dark web crawlers. Queries return breach metadata (date, affected organization, exposure type, number of records) and associated threat context.","intents":["I want to know which breaches have exposed my email address or username","I need to understand the scope and context of breaches affecting me","I want to see historical breach data to understand my exposure timeline"],"best_for":["Users wanting to understand their breach history and exposure context","Researchers analyzing breach patterns and exposure trends","Individuals assessing risk from specific breaches"],"limitations":["Database coverage limited to indexed, publicly known breaches — private breaches not reported to threat intelligence services won't appear","Query latency increases with database size; lookups across billions of records may take 500ms-2s per query","Breach metadata accuracy depends on source reliability — some breach databases contain duplicate or conflicting information","No real-time breach ingestion — new breaches appear in database 24-48 hours after discovery"],"requires":["Access to indexed breach database (included with subscription)","User identity to query (email, username, phone)","Active internet connection for database queries"],"input_types":["email addresses","usernames","phone numbers","domain names"],"output_types":["breach records","exposure summaries","breach metadata","timeline reports"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_doppel__cap_5","uri":"capability://text.generation.language.dashboard.threat.visualization.and.reporting","name":"dashboard-threat-visualization-and-reporting","description":"Presents aggregated threat data through a clean, non-technical dashboard with visual threat summaries, exposure timelines, and breach impact assessments. The dashboard uses color-coded severity indicators, charts showing exposure trends over time, and card-based layouts for quick threat comprehension. Reports can be generated in PDF format with executive summaries, detailed breach listings, and remediation recommendations, suitable for sharing with family members or business stakeholders.","intents":["I want a simple, visual overview of my current threat status without technical jargon","I need to generate reports showing my exposure for insurance or compliance purposes","I want to share my threat status with family members or business partners in an understandable format"],"best_for":["Non-technical users who need accessible threat visibility","Small business owners communicating security status to stakeholders","Individuals wanting to understand their exposure without security expertise"],"limitations":["Dashboard abstraction may hide important technical details needed for advanced threat analysis","PDF report generation is static and doesn't update in real-time — requires manual regeneration","Visualization is optimized for individual users; limited multi-user or team collaboration features","No API access to dashboard data for integration with other security tools or SIEM systems"],"requires":["Active subscription with dashboard access","Web browser with JavaScript enabled","User account with identity profile configured"],"input_types":["threat alerts","breach records","remediation guidance"],"output_types":["HTML dashboard","PDF reports","threat summary cards","exposure charts"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_doppel__cap_6","uri":"capability://automation.workflow.subscription.tier.management.and.feature.gating","name":"subscription-tier-management-and-feature-gating","description":"Manages multiple subscription tiers with feature-level access control, determining which monitoring capabilities, alert channels, and reporting features are available to each user based on their subscription level. The system enforces feature gates at the API and UI level, with clear tier differentiation (e.g., basic monitoring vs. advanced dark web scanning, email alerts vs. multi-channel alerts). Tier upgrades/downgrades are processed with prorated billing and immediate feature access changes.","intents":["I want to understand what monitoring features are included in each subscription tier","I need to upgrade my subscription to access advanced dark web monitoring","I want to see which features I have access to based on my current subscription"],"best_for":["Users evaluating subscription options before purchase","Existing subscribers managing their subscription level","Small businesses scaling monitoring capabilities as needs grow"],"limitations":["Tier structure and feature differentiation not clearly documented in public materials — users must contact support for detailed comparison","Feature gating is binary (enabled/disabled) — no granular per-feature trial periods or temporary upgrades","Downgrade process may result in data loss if user downgrades from tier with more comprehensive monitoring","No family plan or multi-user tier options for shared identity monitoring"],"requires":["Active subscription account","Payment method on file for tier changes","User account with subscription preferences"],"input_types":["subscription tier selection","billing information","feature access requests"],"output_types":["tier comparison information","feature access status","billing confirmations","subscription management interface"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Active internet connection for continuous monitoring","User account with email address(es) to monitor","Subscription tier with dark web monitoring enabled","Active threat alert from dark web monitoring","User profile with linked accounts or digital footprint data","Subscription tier with remediation guidance enabled","User account with email verification","At least one identity (email, username, or phone) to monitor","Subscription tier with identity monitoring enabled","Active subscription with alert notifications enabled"],"failure_modes":["Coverage limited to indexed dark web sources — private, invitation-only hacker forums may not be crawled","Detection accuracy depends on exact string matching and ML classifier training data; obfuscated or misspelled credentials may be missed","Crawling latency means detection occurs 24-72 hours after initial posting in some cases","No visibility into encrypted or peer-to-peer credential sharing channels outside monitored platforms","Remediation guidance is rule-based and may not account for complex, multi-account attack scenarios","Requires user to manually execute recommended steps — no automated account recovery or password reset capability","Guidance quality depends on threat database accuracy; novel or sophisticated attacks may receive generic recommendations","No integration with password managers or account recovery services to automate remediation","Profile accuracy depends on user providing complete list of identities — missed usernames or email addresses won't be monitored","Cross-referencing against breach databases is limited to indexed, known breaches; zero-day breaches won't appear until added to threat databases","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"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":"2026-05-24T12:16:30.283Z","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=doppel","compare_url":"https://unfragile.ai/compare?artifact=doppel"}},"signature":"VFJA9vVKGmNDTFxqB0yg8FmeH+7q+93N5KP4SyNU0AzpWaTFyIZd+plLjvF8H2/cuSLEcX/qh52yWbdFN5VjAg==","signedAt":"2026-06-21T02:30:07.098Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/doppel","artifact":"https://unfragile.ai/doppel","verify":"https://unfragile.ai/api/v1/verify?slug=doppel","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"}}