{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_spike","slug":"spike","name":"Spike","type":"product","url":"https://www.spikenow.com","page_url":"https://unfragile.ai/spike","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_spike__cap_0","uri":"capability://text.generation.language.unified.inbox.email.chat.consolidation","name":"unified-inbox-email-chat-consolidation","description":"Merges email and chat messages into a single chronological inbox using a thread-based conversation model that treats both email threads and chat channels as unified message streams. The system maintains separate protocol handlers for IMAP/SMTP (email) and proprietary chat APIs, then normalizes messages into a common data model with unified search, filtering, and notification rules across both communication types.","intents":["I want to see all my team communication in one place without switching between email and chat apps","I need to reduce context-switching overhead when responding to both formal emails and informal chat messages","I want a single notification center that treats email and chat with equal priority"],"best_for":["Small to mid-size teams (5-50 people) transitioning from email-only workflows","Organizations with mixed formal/informal communication needs","Teams seeking to reduce SaaS tool sprawl without enterprise complexity"],"limitations":["Unified inbox creates notification fatigue by mixing formal email (often asynchronous, expectation of response) with informal chat (synchronous, often noise); no built-in priority separation","Email threading logic may conflict with chat's real-time conversation model, causing message ordering confusion in mixed threads","Search across email and chat uses single index, which can return irrelevant results when email subject lines and chat message snippets are ranked equally"],"requires":["Email account with IMAP/SMTP support (Gmail, Outlook, custom domain)","Spike account creation and workspace setup","Active internet connection for real-time sync"],"input_types":["email (MIME format via IMAP)","chat messages (text, with optional rich formatting)","file attachments (email and chat)"],"output_types":["unified message stream (chronological)","threaded conversation view","search results (ranked by relevance)"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_1","uri":"capability://text.generation.language.real.time.collaborative.chat.with.presence","name":"real-time-collaborative-chat-with-presence","description":"Provides synchronous text messaging with real-time presence indicators, typing notifications, and message delivery status (sent/delivered/read) using WebSocket-based push architecture. The system maintains active connection pools per user session, broadcasts presence state changes to all participants in a conversation, and implements optimistic UI updates with server-side conflict resolution for concurrent message edits.","intents":["I want to see when team members are online and actively typing in a conversation","I need instant message delivery confirmation and read receipts to know if my message was seen","I want to have real-time back-and-forth conversations without page refreshes or polling delays"],"best_for":["Distributed teams requiring synchronous communication","Fast-paced environments where message latency matters (< 500ms)","Teams with mobile-first workflows needing reliable presence on low-bandwidth connections"],"limitations":["WebSocket connections require persistent server resources; scales linearly with concurrent users, creating cost/performance tradeoffs at 1000+ simultaneous users","Presence state can become stale if client disconnects ungracefully; requires 30-60 second timeout before marking user as offline, creating false positives","Typing notifications are noisy in large channels (50+ participants); no built-in throttling or suppression mechanism"],"requires":["WebSocket support in client browser/app (all modern browsers)","Stable internet connection (latency < 200ms for optimal UX)","Spike server infrastructure with load balancing"],"input_types":["text messages (plain text, markdown, emoji)","rich formatting (bold, italic, code blocks)","file attachments (images, documents)"],"output_types":["real-time message stream","presence indicators (online/offline/idle)","typing notifications","read receipts"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_10","uri":"capability://text.generation.language.message.editing.and.deletion.with.history","name":"message-editing-and-deletion-with-history","description":"Allows users to edit or delete sent messages with server-side tracking of edit history, showing a 'message edited' indicator and allowing users to view previous versions. Deletions are soft-deletes (messages marked as deleted but retained in database) for audit purposes, with admin override to permanently delete messages. The system tracks who edited/deleted a message and when.","intents":["I want to fix a typo or clarify a message I just sent without resending it","I need to delete a message I sent by mistake before others see it","I want to see what a message said before it was edited, for context or verification"],"best_for":["Teams with compliance requirements to track message modifications","Users who frequently make typos or send messages prematurely","Organizations needing audit trails for all message changes"],"limitations":["Edit history is only available for the message author and admins; other users see only the current version and 'edited' indicator, creating information asymmetry","Soft-delete messages still consume storage and are included in search results (with 'deleted' indicator), potentially confusing users","Edit time window is unlimited; users can edit messages weeks after sending, making it difficult to trust message timestamps"],"requires":["Spike workspace with message editing enabled","User account with permission to edit own messages","Admin access to view edit history or permanently delete messages"],"input_types":["edited message text","deletion request","edit/delete reason (optional)"],"output_types":["updated message with 'edited' indicator","edit history (previous versions with timestamps)","deletion confirmation"],"categories":["text-generation-language","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_11","uri":"capability://memory.knowledge.conversation.pinning.and.starring","name":"conversation-pinning-and-starring","description":"Allows users to pin important messages or conversations to the top of a channel or personal sidebar, and star messages for personal bookmarking. Pinned messages are visible to all channel members (with admin controls to manage pins), while starred messages are personal and not visible to others. The system supports pin limits per channel (typically 10-20 pins) and search filters to find pinned/starred messages.","intents":["I want to keep important announcements or decisions visible at the top of a channel","I need to bookmark messages for later reference without losing them in the message history","I want to see all pinned messages in a channel without scrolling through history"],"best_for":["Teams with high message volume needing to highlight important information","Channels with recurring decisions or announcements that need to stay visible","Users who rely on bookmarking for personal knowledge management"],"limitations":["Pin limit per channel (typically 10-20) creates contention when multiple users want to pin messages; no priority system or voting mechanism","Pinned messages are not automatically updated if the original message is edited or deleted; pins can point to outdated or deleted content","No notification when a message is pinned; users must manually check the pins section to see new pins"],"requires":["Spike workspace with pinning enabled","Permission to pin messages (typically member or admin)","Channel or conversation to pin messages in"],"input_types":["message to pin/star","pin reason or description (optional)"],"output_types":["pinned message list (per channel)","starred message list (personal)","pin/star indicators on messages"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_12","uri":"capability://safety.moderation.user.authentication.and.workspace.access.control","name":"user-authentication-and-workspace-access-control","description":"Implements user authentication using email/password or SSO (Single Sign-On) with support for OAuth 2.0 providers (Google, Microsoft, GitHub) and SAML 2.0 for enterprise deployments. The system manages workspace access through invitation links or admin-managed user provisioning, with support for guest accounts with limited permissions and automatic user deprovisioning when accounts are disabled.","intents":["I want to sign in to Spike using my existing Google or Microsoft account","I need to control who can access my workspace and what they can see","I want to automatically provision/deprovision users from my company's identity provider"],"best_for":["Organizations using enterprise identity providers (Okta, Azure AD, Google Workspace)","Teams with security requirements for SSO and SAML","Companies needing automated user lifecycle management"],"limitations":["SAML support is limited to enterprise plans; no SAML for free/pro tiers, creating friction for organizations with SAML requirements","Guest account permissions are coarse-grained (read-only or read-write); no fine-grained permission control per conversation or file","User deprovisioning is manual (admin must disable account); no automatic deprovisioning when user is removed from identity provider"],"requires":["Spike account with authentication enabled","Email address or SSO provider account (Google, Microsoft, GitHub)","SAML 2.0 provider (for enterprise deployments)","Workspace invitation link or admin provisioning"],"input_types":["email/password credentials","SSO provider credentials (OAuth 2.0)","SAML assertion (for enterprise SSO)","user provisioning data (for automated provisioning)"],"output_types":["authentication token (session)","user profile (name, email, avatar)","workspace access permissions"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_2","uri":"capability://text.generation.language.thread.based.conversation.organization","name":"thread-based-conversation-organization","description":"Organizes messages into threaded conversations using a hierarchical tree structure where each message can have parent/child relationships, enabling nested replies and topic isolation. The system supports both email-style threading (based on subject/In-Reply-To headers) and chat-style threading (explicit reply-to-message references), with automatic thread collapsing, unread tracking per thread, and thread-level muting/pinning.","intents":["I want to follow specific discussion threads without being distracted by other conversations in the same channel","I need to keep related messages grouped together so I can understand context without scrolling through unrelated messages","I want to mute noisy threads while staying engaged with important ones"],"best_for":["Teams with high message volume (100+ messages/day) needing conversation structure","Organizations mixing email and chat where threading prevents message interleaving confusion","Asynchronous-first teams where thread isolation reduces cognitive load"],"limitations":["Thread nesting depth can become confusing beyond 3-4 levels; no built-in depth limit or collapsing mechanism for deeply nested threads","Unread tracking per thread requires per-user state storage; scales to O(users × threads), creating database bloat in high-volume workspaces","Email threading heuristics (subject line matching) fail for forwarded messages or subject line changes, causing related messages to split into separate threads"],"requires":["Spike workspace with chat/email enabled","Client support for thread rendering (web, iOS, Android apps)","Message history retention (default 30 days minimum)"],"input_types":["email messages with In-Reply-To headers","chat messages with explicit reply-to references","subject line text (for email threading heuristics)"],"output_types":["threaded conversation tree","collapsed/expanded thread views","unread thread counts","thread metadata (participants, message count, last activity)"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_3","uri":"capability://text.generation.language.multi.channel.broadcast.messaging","name":"multi-channel-broadcast-messaging","description":"Enables sending a single message to multiple recipients, channels, or groups simultaneously using a broadcast queue system that deduplicates recipients and respects per-user notification preferences. The system supports group definitions (teams, departments, custom lists), message scheduling for delayed delivery, and per-recipient message customization (variable substitution for names, roles, etc.).","intents":["I want to announce something to my entire team without creating a public channel or sending individual messages","I need to send the same message to multiple groups with slight customizations for each group","I want to schedule announcements for specific times when the team is most likely to see them"],"best_for":["Team leads and managers coordinating announcements across distributed teams","Organizations with multiple departments needing broadcast capabilities without email list management","Asynchronous teams scheduling messages across time zones"],"limitations":["Broadcast to large groups (1000+ recipients) requires message queuing; delivery can take 5-10 minutes to complete, creating perception of unreliability","No built-in A/B testing for message variants; teams must manually track which version was sent to which group","Notification preference deduplication can suppress messages for users who opted out of broadcasts, with no override mechanism for critical announcements"],"requires":["Spike workspace with admin or team lead permissions","Group definitions created in advance (or ad-hoc group creation)","Recipient list with valid Spike accounts"],"input_types":["message text (plain text or rich formatting)","recipient list (users, groups, channels)","variable templates (for personalization)","scheduled delivery time (optional)"],"output_types":["broadcast confirmation with recipient count","delivery status per recipient (sent/delivered/read)","analytics (open rate, engagement)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_4","uri":"capability://data.processing.analysis.file.attachment.and.media.sharing","name":"file-attachment-and-media-sharing","description":"Supports file uploads and sharing within messages using a cloud storage backend (likely AWS S3 or similar) with client-side file type validation, virus scanning, and access control. Files are stored with metadata (uploader, timestamp, size), and the system generates preview thumbnails for images and documents, with inline rendering for common formats (images, PDFs, videos).","intents":["I want to share documents, images, and files with my team without using separate file-sharing services","I need to ensure files are scanned for malware before being downloaded by team members","I want to see previews of images and documents without downloading them first"],"best_for":["Teams sharing design files, documents, and media within conversations","Organizations with security requirements for file scanning and access control","Remote teams avoiding email attachment size limits (typically 25MB)"],"limitations":["File storage is tied to message retention; deleting a message also deletes the file, with no separate archive or recovery mechanism","Preview generation for large files (100MB+) can cause UI lag; no background processing or lazy loading of previews","No built-in version control for files; uploading a new version of a file creates a separate message, making version history fragmented"],"requires":["Spike workspace with file sharing enabled","Cloud storage backend (AWS S3 or equivalent)","File size limits (typically 100MB per file, 1GB per workspace/month)"],"input_types":["files (any format)","images (JPEG, PNG, GIF, WebP)","documents (PDF, Word, Excel, PowerPoint)","videos (MP4, WebM, MOV)"],"output_types":["file metadata (name, size, uploader, timestamp)","preview thumbnails (images, PDFs)","inline media rendering","download links with access control"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_5","uri":"capability://search.retrieval.search.across.email.and.chat.history","name":"search-across-email-and-chat-history","description":"Implements full-text search across both email and chat messages using an inverted index (likely Elasticsearch or similar) with support for boolean operators, date range filtering, sender/recipient filtering, and file content search. The search engine indexes message bodies, subject lines, file names, and metadata, with ranking based on relevance (TF-IDF or similar) and recency.","intents":["I need to find a specific message or conversation from weeks ago without scrolling through history","I want to search for messages from a specific person or about a specific topic across all my conversations","I need to find files or documents shared in conversations by name or content"],"best_for":["Teams with large message archives (100k+ messages) needing fast retrieval","Organizations with compliance requirements to search historical communications","Users with poor memory for exact message content, relying on keyword search"],"limitations":["Full-text search indexing adds 100-500ms latency per search query; no caching of frequent searches, causing repeated queries to be slow","File content search (OCR for images, text extraction from PDFs) is computationally expensive; only available for files < 10MB, with no background indexing","Search results ranking doesn't account for conversation context; a message mentioning a keyword in passing ranks equally with a message where the keyword is the main topic"],"requires":["Spike workspace with search enabled","Message history retention (default 30 days; longer retention requires paid plan)","Search index backend (Elasticsearch or equivalent)"],"input_types":["search query (text with boolean operators)","filters (date range, sender, recipient, file type)","file content (for OCR/text extraction)"],"output_types":["ranked search results (messages, files)","result snippets with highlighted keywords","result metadata (sender, date, conversation context)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_6","uri":"capability://automation.workflow.notification.management.and.preferences","name":"notification-management-and-preferences","description":"Provides granular notification controls with per-conversation settings (mute, mention-only, all messages), notification channels (in-app, email, push, SMS), and quiet hours scheduling. The system uses a preference engine that evaluates notification rules in priority order (conversation-level > channel-level > workspace-level), with support for keyword-based alerts and VIP/priority sender lists.","intents":["I want to mute noisy conversations while staying notified about important ones","I need notifications during work hours but not after 6 PM or on weekends","I want to be alerted immediately if a specific person or keyword is mentioned"],"best_for":["Remote teams across multiple time zones needing quiet hours","Users with high message volume (500+ messages/day) needing aggressive filtering","Organizations with on-call rotations requiring priority-based alerting"],"limitations":["Notification rule evaluation adds 50-100ms latency per incoming message; complex rule sets (20+ rules) can cause noticeable delays","Quiet hours are timezone-specific; no support for location-based quiet hours or automatic timezone detection from user IP","VIP sender lists don't account for delegated email (messages sent on behalf of a VIP); requires manual configuration per delegate"],"requires":["Spike account with notification settings enabled","Device with notification support (browser, mobile app, email)","Timezone configuration for quiet hours"],"input_types":["notification preferences (per-conversation, per-channel, per-workspace)","quiet hours schedule (start time, end time, days of week)","keyword alerts (list of keywords to trigger notifications)","VIP sender list (list of priority senders)"],"output_types":["notification delivery (in-app, email, push, SMS)","notification suppression (based on rules)","notification summary (digest of muted messages)"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_7","uri":"capability://automation.workflow.team.and.group.management","name":"team-and-group-management","description":"Provides workspace administration tools for creating teams, managing members, setting permissions, and configuring team-level settings. The system uses a role-based access control (RBAC) model with predefined roles (admin, member, guest) and custom role support, with audit logging for all administrative actions (user additions, permission changes, etc.).","intents":["I need to organize my workspace into teams by department or project","I want to control who can see certain conversations or files based on their role","I need to track who made changes to team settings for compliance or security reasons"],"best_for":["Organizations with 20+ employees needing team-based organization","Teams with security or compliance requirements for audit logging","Multi-department organizations needing role-based access control"],"limitations":["RBAC model is coarse-grained; no support for attribute-based access control (ABAC) or dynamic permissions based on user attributes","Audit logging is append-only; no built-in analytics or alerting for suspicious administrative actions","Team membership changes don't automatically update email distribution lists or other external systems; requires manual sync or third-party integration"],"requires":["Spike workspace with admin access","User accounts for all team members","Role definitions (predefined or custom)"],"input_types":["team name and description","member list (users, email addresses)","role assignments (admin, member, guest)","team settings (visibility, default notification preferences)"],"output_types":["team configuration","member list with roles","audit log (administrative actions)","permission matrix (who can access what)"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_8","uri":"capability://automation.workflow.mobile.app.with.offline.support","name":"mobile-app-with-offline-support","description":"Provides native iOS and Android applications with offline message caching, allowing users to read cached messages and compose drafts without internet connectivity. The system syncs cached messages and drafts when connectivity is restored using a delta sync protocol that only transfers changed messages, reducing bandwidth usage on mobile networks.","intents":["I want to read recent messages on my phone even when I don't have internet connectivity","I need to compose messages offline and have them send automatically when I reconnect","I want to use Spike on mobile without consuming excessive data on my cellular plan"],"best_for":["Remote workers and field teams with unreliable connectivity","Users on limited data plans (< 5GB/month) needing bandwidth optimization","Teams in regions with poor internet infrastructure"],"limitations":["Offline cache is limited to recent messages (typically last 100 messages per conversation); older messages require online access","Offline message composition doesn't support rich formatting or file attachments; only plain text drafts are cached","Delta sync protocol requires server-side change tracking; if server state diverges from client cache, full resync is required, causing data loss of local drafts"],"requires":["iOS 14+ or Android 10+ device","Spike mobile app installed","Initial online sync to populate cache"],"input_types":["cached messages (from previous online sync)","message drafts (plain text)","connectivity state (online/offline)"],"output_types":["cached message view","draft composition interface","sync status (pending, synced, failed)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spike__cap_9","uri":"capability://tool.use.integration.integration.with.third.party.tools.and.apis","name":"integration-with-third-party-tools-and-apis","description":"Provides webhooks and API endpoints for integrating external tools and services, with support for incoming webhooks (to post messages from external systems) and outgoing webhooks (to trigger actions in external systems). The system includes a limited set of native integrations (Zapier, IFTTT, GitHub, Jira) and a REST API for custom integrations, with API key management and rate limiting.","intents":["I want to receive notifications from my project management tool (Jira, Asana) in Spike","I need to trigger actions in external systems (create tickets, update spreadsheets) from Spike messages","I want to build custom integrations with internal tools using the Spike API"],"best_for":["Teams using multiple SaaS tools needing centralized notifications","Organizations with custom internal tools requiring Spike integration","Developers building custom workflows with Spike as a notification hub"],"limitations":["Native integration ecosystem is significantly smaller than Slack (50+ integrations vs. 2000+); many standard business tools lack native connectors","Webhook delivery is not guaranteed; failed webhooks are retried 3 times with exponential backoff, but no persistent queue for long-term reliability","API rate limits are strict (100 requests/minute for free tier); no burst allowance or priority queuing for critical integrations"],"requires":["Spike workspace with API access enabled","API key for authentication","Third-party tool with webhook or API support","Network access to external APIs (no firewall blocking)"],"input_types":["webhook payloads (JSON)","API requests (REST with JSON body)","integration configuration (API keys, webhook URLs)"],"output_types":["messages posted to Spike (from incoming webhooks)","webhook delivery status (success/failure)","API responses (JSON)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Email account with IMAP/SMTP support (Gmail, Outlook, custom domain)","Spike account creation and workspace setup","Active internet connection for real-time sync","WebSocket support in client browser/app (all modern browsers)","Stable internet connection (latency < 200ms for optimal UX)","Spike server infrastructure with load balancing","Spike workspace with message editing enabled","User account with permission to edit own messages","Admin access to view edit history or permanently delete messages","Spike workspace with pinning enabled"],"failure_modes":["Unified inbox creates notification fatigue by mixing formal email (often asynchronous, expectation of response) with informal chat (synchronous, often noise); no built-in priority separation","Email threading logic may conflict with chat's real-time conversation model, causing message ordering confusion in mixed threads","Search across email and chat uses single index, which can return irrelevant results when email subject lines and chat message snippets are ranked equally","WebSocket connections require persistent server resources; scales linearly with concurrent users, creating cost/performance tradeoffs at 1000+ simultaneous users","Presence state can become stale if client disconnects ungracefully; requires 30-60 second timeout before marking user as offline, creating false positives","Typing notifications are noisy in large channels (50+ participants); no built-in throttling or suppression mechanism","Edit history is only available for the message author and admins; other users see only the current version and 'edited' indicator, creating information asymmetry","Soft-delete messages still consume storage and are included in search results (with 'deleted' indicator), potentially confusing users","Edit time window is unlimited; users can edit messages weeks after sending, making it difficult to trust message timestamps","Pin limit per channel (typically 10-20) creates contention when multiple users want to pin messages; no priority system or voting mechanism","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"ecosystem":0.2,"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":"2026-05-24T12:16:33.096Z","last_scraped_at":"2026-04-05T13:23:42.559Z","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=spike","compare_url":"https://unfragile.ai/compare?artifact=spike"}},"signature":"DiQjVh6yYL1osx9Ydw9rgxz/tzVQg6cB/iQTPIjB5knAOURO/SSWFsNgl37KKRXnTqVQNxVMwCCYmTMps9J3CQ==","signedAt":"2026-06-21T01:38:44.774Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/spike","artifact":"https://unfragile.ai/spike","verify":"https://unfragile.ai/api/v1/verify?slug=spike","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"}}