{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"github-qingchencloud--clawpanel","slug":"qingchencloud--clawpanel","name":"clawpanel","type":"agent","url":"https://claw.qt.cool","page_url":"https://unfragile.ai/qingchencloud--clawpanel","categories":["app-builders"],"tags":["admin-panel","ai-agent","ai-assistant","ai-chat","ai-tools","chatgpt","cross-platform","deepseek","desktop-app","hermes-agent","llm","management-panel","multi-engine","openclaw","openclaw-panel","rust","tauri","tauri-v2","tool-calling","vite"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"github-qingchencloud--clawpanel__cap_0","uri":"capability://tool.use.integration.multi.engine.llm.gateway.orchestration.with.websocket.based.request.routing","name":"multi-engine llm gateway orchestration with websocket-based request routing","description":"ClawPanel manages OpenClaw Gateway (WebSocket server on port 18789) as a centralized orchestration layer that routes AI requests across multiple LLM providers (OpenAI, Anthropic, DeepSeek, etc.) with built-in authentication, agent state management, and request queuing. The gateway abstracts provider-specific APIs behind a unified interface, enabling seamless provider switching and multi-model inference without client-side provider logic.","intents":["I want to switch between different LLM providers without rewriting client code","I need to manage multiple AI models and route requests intelligently across them","I want centralized authentication and rate limiting for all AI requests","I need to orchestrate complex agent workflows across different model backends"],"best_for":["teams building multi-provider AI applications","developers deploying OpenClaw agents at scale","organizations needing vendor lock-in avoidance"],"limitations":["Gateway must be running as a separate service (port 18789) — no in-process embedding","WebSocket connection overhead adds ~50-100ms per request roundtrip","Provider-specific features (vision, function calling) require explicit schema mapping","No built-in request caching — relies on client-side or external cache layer"],"requires":["OpenClaw CLI (@qingchencloud/openclaw-zh) installed globally","Node.js 16+ for gateway service","Valid API keys for at least one LLM provider","Port 18789 available and not firewalled"],"input_types":["text prompts","structured tool schemas (JSON)","multimodal inputs (text + images)","agent configuration objects"],"output_types":["text completions","structured JSON (tool calls)","streaming token sequences","agent execution traces"],"categories":["tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_1","uri":"capability://tool.use.integration.tool.calling.with.schema.based.function.registry.and.multi.provider.bindings","name":"tool-calling with schema-based function registry and multi-provider bindings","description":"ClawPanel implements structured tool calling through a schema-based function registry that maps JSON schemas to executable functions across OpenAI, Anthropic, and other providers' native function-calling APIs. The system validates tool schemas, handles provider-specific calling conventions (OpenAI tools vs Anthropic tool_use), and manages tool execution results with automatic retry logic and error recovery.","intents":["I want my AI agent to call external APIs and functions reliably","I need to define tool schemas once and use them across multiple LLM providers","I want automatic validation and error handling for tool calls","I need to track which tools were called and their execution results"],"best_for":["developers building agentic workflows with external integrations","teams needing provider-agnostic tool calling","applications requiring deterministic function execution"],"limitations":["Tool schemas must be JSON Schema compliant — complex recursive types require flattening","Provider differences in tool calling (OpenAI vs Anthropic) require adapter layer","No built-in sandboxing — tool execution runs in same process context","Tool result size limited by provider context window constraints"],"requires":["Tool functions defined as JavaScript/TypeScript callables","JSON Schema definitions for each tool","Provider API keys with function-calling support","Error handling middleware for tool execution"],"input_types":["JSON Schema tool definitions","function implementations (JS/TS)","tool call requests from LLM","tool execution results"],"output_types":["structured tool call objects","execution results (JSON)","error traces and retry metadata","tool call history logs"],"categories":["tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_10","uri":"capability://safety.moderation.device.pairing.and.ed25519.key.based.authentication","name":"device pairing and ed25519 key-based authentication","description":"ClawPanel implements device pairing using Ed25519 elliptic curve cryptography for secure authentication between desktop/web clients and the OpenClaw Gateway. Each device generates a unique Ed25519 keypair, exchanges public keys with the gateway during pairing, and uses the private key to sign subsequent requests, enabling secure multi-device access without password sharing.","intents":["I want to securely connect multiple devices to the same OpenClaw instance","I need authentication that doesn't rely on shared passwords","I want to revoke access from specific devices without changing passwords","I need cryptographic proof of device identity"],"best_for":["teams with multiple developers accessing shared OpenClaw instances","organizations requiring device-level access control","deployments needing cryptographic authentication"],"limitations":["Private keys stored on device filesystem — compromise of device compromises authentication","No built-in key rotation mechanism — requires manual key regeneration","Pairing process requires initial secure channel (QR code or manual verification)","Ed25519 key management adds complexity compared to password-based auth"],"requires":["Ed25519 key generation capability (built into most modern systems)","Secure storage for private keys (filesystem permissions or OS keychain)","Initial pairing mechanism (QR code, manual verification, or secure channel)"],"input_types":["Ed25519 public key (during pairing)","request signature (Ed25519 signature)","device identifier"],"output_types":["pairing confirmation","authentication token","device registration metadata"],"categories":["safety-moderation","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_11","uri":"capability://text.generation.language.multilingual.ui.with.11.language.support.and.locale.aware.formatting","name":"multilingual ui with 11 language support and locale-aware formatting","description":"ClawPanel provides a multilingual user interface supporting 11 languages with locale-aware formatting for dates, numbers, and currencies. The system uses i18n (internationalization) patterns to manage language strings, enables runtime language switching without UI reload, and maintains language preference across sessions through configuration persistence.","intents":["I want to use ClawPanel in my native language","I need locale-aware formatting for dates and numbers","I want to switch languages without restarting the application","I need to deploy ClawPanel to international teams"],"best_for":["international teams using OpenClaw","organizations deploying ClawPanel globally","developers building multilingual applications"],"limitations":["Only 11 languages supported — additional languages require translation contribution","Translation quality depends on community contributions — may be incomplete","Right-to-left (RTL) language support requires UI layout adjustments","Date/number formatting may not match all regional conventions"],"requires":["i18n library (Vue I18n or similar)","translation files for supported languages","locale detection (browser language or user preference)"],"input_types":["language code (e.g., 'en', 'zh', 'ja')","locale-specific data (dates, numbers)"],"output_types":["translated UI strings","formatted dates/numbers/currencies","language preference metadata"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_12","uri":"capability://automation.workflow.hot.update.system.with.version.aware.migration.and.rollback.capability","name":"hot-update system with version-aware migration and rollback capability","description":"ClawPanel implements a hot-update mechanism that downloads and applies updates without requiring application restart, with version-aware migration logic that transforms configuration and data structures between versions. The system maintains rollback capability by preserving previous versions and enabling downgrade if new versions introduce issues.","intents":["I want to update ClawPanel without restarting the application","I need automatic migration of configuration when updating to new versions","I want the ability to rollback to previous versions if updates break things","I need to deploy updates to multiple instances without downtime"],"best_for":["production deployments requiring zero-downtime updates","teams managing multiple OpenClaw instances","developers iterating on ClawPanel features"],"limitations":["Hot-update only works for frontend code — Rust backend changes require restart","Migration logic must be maintained for every version transition — complexity grows","Rollback requires previous version artifacts to be preserved — storage overhead","Update failures can leave system in inconsistent state if migration fails mid-process"],"requires":["Update server providing version manifests and artifacts","Sufficient disk space for version history","Network connectivity for downloading updates","Atomic file operations for safe update application"],"input_types":["version manifest (metadata about available versions)","update artifacts (code, configuration)","migration scripts (version-to-version transformations)"],"output_types":["update status (downloading, applying, complete)","migration logs","rollback confirmation","version history"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_13","uri":"capability://safety.moderation.command.permission.system.with.role.based.access.control.v0.9","name":"command permission system with role-based access control (v0.9+)","description":"ClawPanel v0.9+ implements a command permission system that restricts which operations different users or devices can perform based on assigned roles. The system defines permission scopes (e.g., read-only, agent-management, system-control) and enforces them at the gateway level, enabling multi-user deployments with granular access control without requiring separate authentication systems.","intents":["I want to restrict which operations different team members can perform","I need read-only access for some users and full control for others","I want to prevent accidental system changes by limiting permissions","I need audit trails of who performed which operations"],"best_for":["teams sharing OpenClaw instances with different privilege levels","organizations requiring access control compliance","deployments with mixed user types (admins, operators, viewers)"],"limitations":["Permission system added in v0.9 — older versions lack access control","Permissions enforced at gateway level — requires gateway update to take effect","No built-in audit logging — requires external logging integration","Role definitions are static — no dynamic role creation through UI"],"requires":["ClawPanel v0.9 or later","Role definitions in configuration","Device pairing with role assignment","Gateway support for permission enforcement"],"input_types":["role identifiers (e.g., 'admin', 'operator', 'viewer')","permission scopes (e.g., 'agent:read', 'agent:write', 'system:control')","device-to-role mappings"],"output_types":["permission check results (allowed/denied)","operation audit logs","role assignment metadata"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_14","uri":"capability://data.processing.analysis.real.time.dashboard.with.status.monitoring.and.performance.metrics","name":"real-time dashboard with status monitoring and performance metrics","description":"ClawPanel provides a real-time dashboard that displays OpenClaw Gateway status, active agents, request throughput, latency metrics, and resource usage (CPU, memory). The dashboard uses WebSocket connections for live updates, implements metric aggregation and visualization, and provides historical trend analysis for capacity planning.","intents":["I want to see real-time status of the OpenClaw Gateway","I need to monitor request throughput and latency","I want to identify performance bottlenecks and resource constraints","I need historical metrics for capacity planning"],"best_for":["operators monitoring production OpenClaw deployments","teams debugging performance issues","organizations planning infrastructure scaling"],"limitations":["Metrics collection adds ~5-10% overhead to gateway performance","Historical metrics stored in-memory — lost on gateway restart without persistence","Dashboard updates via WebSocket — network latency affects real-time visibility","Metric granularity limited by collection interval (typically 1-5 seconds)"],"requires":["OpenClaw Gateway with metrics collection enabled","WebSocket connectivity between client and gateway","Browser support for real-time updates (WebSocket)"],"input_types":["gateway metrics (throughput, latency, resource usage)","agent status updates","request logs"],"output_types":["real-time metric visualizations","historical trend charts","alert notifications","performance reports"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_2","uri":"capability://image.visual.multimodal.input.processing.with.image.recognition.and.vision.model.integration","name":"multimodal input processing with image recognition and vision model integration","description":"ClawPanel integrates vision capabilities by accepting multimodal inputs (text + images) and routing them to vision-enabled LLM providers (GPT-4V, Claude 3 Vision, etc.). The system handles image encoding (base64), format validation (JPEG, PNG, WebP), and provider-specific vision schema mapping, enabling agents to analyze images, charts, and documents as part of reasoning workflows.","intents":["I want my AI agent to analyze images and screenshots","I need to extract structured data from documents or charts","I want to build agents that can see and understand visual context","I need OCR-like capabilities without separate vision service"],"best_for":["developers building document processing agents","teams needing visual understanding in agentic workflows","applications requiring screenshot analysis or UI automation"],"limitations":["Image size limits vary by provider (GPT-4V: 20MB, Claude: 5MB) — requires client-side compression","Vision models significantly more expensive than text-only models","Not all LLM providers support vision — fallback to text-only required","Image encoding/decoding adds ~100-500ms latency depending on image size"],"requires":["Vision-capable LLM provider (GPT-4V, Claude 3+, etc.)","Valid API key for vision model","Image files in supported formats (JPEG, PNG, WebP, GIF)","Sufficient token budget for vision model pricing"],"input_types":["text prompts with image context","base64-encoded images","image file paths","image URLs (for some providers)"],"output_types":["text descriptions of images","structured extraction from visual content","tool calls triggered by visual analysis","confidence scores for visual understanding"],"categories":["image-visual","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_3","uri":"capability://memory.knowledge.agent.lifecycle.management.with.memory.persistence.and.workspace.isolation","name":"agent lifecycle management with memory persistence and workspace isolation","description":"ClawPanel manages individual agent instances with isolated workspaces (stored in ~/.openclaw/agents/{agent-id}/workspace/) containing SOUL.md (agent identity/system prompt), AGENTS.md (sub-agent registry), and persistent memory files. Each agent maintains its own configuration, conversation history, and tool registry, with automatic workspace initialization and version-aware migration on updates.","intents":["I want to create and manage multiple independent AI agents","I need agents to maintain persistent memory across sessions","I want to define agent personality and capabilities through configuration","I need to organize agents hierarchically (parent agents with sub-agents)"],"best_for":["teams deploying multiple specialized agents for different tasks","developers building agent swarms or hierarchical agent systems","applications requiring long-lived agent state and memory"],"limitations":["Memory files stored as plain JSON — no built-in encryption at rest","Workspace isolation is filesystem-based — requires proper OS permissions","Memory growth unbounded — no automatic pruning or archival of old conversations","Sub-agent registry (AGENTS.md) requires manual synchronization"],"requires":["Writable filesystem access to ~/.openclaw/agents/","Agent ID (UUID or custom identifier)","SOUL.md template with system prompt definition","OpenClaw CLI for agent initialization"],"input_types":["agent configuration objects","SOUL.md system prompt templates","conversation history (JSON)","memory file updates"],"output_types":["agent workspace directory structure","persistent memory snapshots","agent metadata and version info","sub-agent registry (AGENTS.md)"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_4","uri":"capability://automation.workflow.guardian.auto.restart.service.with.cooldown.logic.and.failure.recovery","name":"guardian auto-restart service with cooldown logic and failure recovery","description":"ClawPanel implements a Guardian service monitor that automatically restarts the OpenClaw Gateway if it crashes, with exponential backoff cooldown logic to prevent restart loops. The system tracks restart attempts, logs failures, and provides diagnostic information about why the service failed, enabling unattended operation and high availability for the gateway service.","intents":["I want the OpenClaw Gateway to automatically restart if it crashes","I need to prevent restart loops when the service is fundamentally broken","I want diagnostic logs to understand why the service failed","I need unattended operation without manual intervention"],"best_for":["production deployments requiring high availability","teams running OpenClaw on servers without manual monitoring","developers needing resilient agent infrastructure"],"limitations":["Cooldown logic prevents rapid restarts but may delay recovery (exponential backoff)","No health check beyond process existence — cannot detect hung/unresponsive gateway","Restart logs stored locally — no centralized monitoring integration","Cannot restart if underlying port (18789) is still bound from previous process"],"requires":["OpenClaw Gateway installed and configured","Guardian service enabled in ClawPanel configuration","Sufficient filesystem permissions to write restart logs","Port 18789 available for gateway binding"],"input_types":["gateway process state","restart attempt metadata","failure logs and error traces"],"output_types":["restart status (success/failure)","cooldown duration (exponential backoff)","diagnostic logs with failure reasons","restart attempt history"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_5","uri":"capability://automation.workflow.cross.platform.desktop.application.with.tauri.v2.native.system.integration","name":"cross-platform desktop application with tauri v2 native system integration","description":"ClawPanel provides a native desktop application (Windows, macOS, Linux) built with Tauri v2, combining a Rust backend for system-level operations (service management, file I/O, process control) with a Vite-based Vue.js frontend. The Tauri bridge enables secure IPC between frontend and Rust backend, allowing desktop-specific capabilities like native file dialogs, system tray integration, and direct service management without elevated privileges.","intents":["I want a native desktop app to manage OpenClaw without command line","I need deep system integration (service control, file management) on Windows/Mac/Linux","I want a single codebase that works across all major operating systems","I need offline-capable management of local OpenClaw installations"],"best_for":["individual developers and small teams using OpenClaw locally","organizations deploying OpenClaw on developer machines","users preferring GUI over CLI for system administration"],"limitations":["Tauri v2 adds ~50MB binary size per platform (Windows, macOS, Linux builds separate)","System integration requires OS-specific permissions (service control on Windows needs admin)","Rust backend compilation required for each platform — no universal binary","IPC overhead between frontend and Rust backend adds ~5-10ms per command"],"requires":["Windows 7+, macOS 10.13+, or Linux (glibc 2.31+)","Tauri v2 runtime (bundled in installer)","Administrator/sudo privileges for service management operations","~200MB disk space for application and dependencies"],"input_types":["user interactions (clicks, form submissions)","file selections (native file dialogs)","configuration changes","service commands"],"output_types":["rendered UI (Vue.js components)","system notifications","file operations results","service status updates"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_6","uri":"capability://automation.workflow.web.based.management.interface.with.node.js.server.and.vite.frontend","name":"web-based management interface with node.js server and vite frontend","description":"ClawPanel provides a browser-based management interface (served via Node.js on configurable port) using Vite for frontend bundling and Vue.js for UI components. The web mode uses an Express-like API middleware (scripts/dev-api.js) to proxy requests to the OpenClaw Gateway, enabling remote management of OpenClaw installations through any web browser without requiring desktop application installation.","intents":["I want to manage OpenClaw from a web browser on any device","I need remote access to OpenClaw without installing desktop software","I want to deploy ClawPanel on a server for team access","I need a lightweight interface that works on low-resource machines"],"best_for":["teams managing OpenClaw on remote servers","organizations needing browser-based administration","developers deploying ClawPanel in Docker containers"],"limitations":["Web mode lacks deep system integration (service control requires CLI fallback)","Network latency adds overhead compared to local desktop app","Browser security restrictions prevent direct file system access","Requires separate authentication layer for multi-user access (not built-in)"],"requires":["Node.js 16+ runtime","Port available for web server (default configurable)","Network connectivity between browser and server","Modern web browser (Chrome, Firefox, Safari, Edge)"],"input_types":["HTTP requests from browser","form submissions","file uploads","WebSocket connections for real-time updates"],"output_types":["HTML/CSS/JavaScript rendered in browser","JSON API responses","WebSocket messages for real-time status","file downloads"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_7","uri":"capability://data.processing.analysis.configuration.management.with.json.based.settings.and.hot.reload.capability","name":"configuration management with json-based settings and hot-reload capability","description":"ClawPanel manages system configuration through JSON files stored in ~/.openclaw/ (openclaw.json for gateway settings, clawpanel.json for UI preferences, mcp.json for MCP protocol settings). The system supports hot-reload of configuration changes without restarting the gateway, enabling dynamic model switching, provider changes, and feature toggles through the UI without service interruption.","intents":["I want to switch LLM providers or models without restarting the gateway","I need to manage API keys and authentication credentials securely","I want to configure agent behavior and memory settings through the UI","I need to enable/disable features dynamically without downtime"],"best_for":["developers iterating on agent configurations","teams managing multiple OpenClaw deployments","operators needing zero-downtime configuration updates"],"limitations":["JSON files stored unencrypted on disk — API keys visible in plaintext","Hot-reload only works for certain config changes (model switching) — some changes require gateway restart","No built-in config versioning or rollback mechanism","Concurrent edits to config files can cause corruption (no file locking)"],"requires":["Writable filesystem access to ~/.openclaw/","Valid JSON syntax for all configuration files","API keys for configured LLM providers","Understanding of OpenClaw configuration schema"],"input_types":["JSON configuration objects","API key strings","model identifiers","feature toggle flags"],"output_types":["updated configuration files","validation errors (JSON schema)","hot-reload confirmation","configuration diff (before/after)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_8","uri":"capability://safety.moderation.error.diagnosis.and.troubleshooting.system.with.automated.log.analysis","name":"error diagnosis and troubleshooting system with automated log analysis","description":"ClawPanel includes an error diagnosis system (src/lib/error-diagnosis.js) that analyzes gateway logs, service state, and configuration to identify common failure modes and suggest remediation steps. The system detects issues like port conflicts, missing API keys, authentication failures, and memory exhaustion, providing actionable diagnostic output without requiring manual log inspection.","intents":["I want to understand why the OpenClaw Gateway failed to start","I need automated diagnosis of configuration errors","I want suggestions for fixing common problems","I need to troubleshoot connectivity issues between ClawPanel and Gateway"],"best_for":["developers debugging OpenClaw setup issues","operators supporting multiple OpenClaw deployments","users unfamiliar with system administration"],"limitations":["Diagnosis limited to known failure patterns — novel issues require manual investigation","Log analysis depends on consistent log format — custom logging breaks diagnosis","Cannot diagnose issues requiring external system knowledge (firewall rules, DNS)","Suggestions are heuristic-based — may not apply to all environments"],"requires":["Access to gateway logs (usually ~/.openclaw/logs/)","Readable configuration files","System information (OS, Node.js version, available ports)"],"input_types":["gateway error logs","configuration files","system state information","service status"],"output_types":["diagnostic report (structured JSON)","identified issues (categorized)","remediation suggestions (actionable steps)","severity levels (error, warning, info)"],"categories":["safety-moderation","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"github-qingchencloud--clawpanel__cap_9","uri":"capability://automation.workflow.docker.cluster.management.with.multi.instance.orchestration","name":"docker cluster management with multi-instance orchestration","description":"ClawPanel supports deploying and managing multiple OpenClaw instances in Docker containers, with automated container lifecycle management (start, stop, restart), volume mounting for persistent configuration, and network configuration for inter-container communication. The system enables scaling OpenClaw horizontally by managing multiple gateway instances with load balancing awareness.","intents":["I want to deploy OpenClaw in Docker containers","I need to manage multiple OpenClaw instances as a cluster","I want automated container lifecycle management through the UI","I need persistent configuration across container restarts"],"best_for":["teams deploying OpenClaw in containerized environments","organizations using Kubernetes or Docker Compose","developers needing multi-instance testing"],"limitations":["Docker management requires Docker daemon access — security implications","No built-in load balancing — requires external load balancer (nginx, HAProxy)","Container networking requires manual configuration for inter-container communication","Volume mounting requires host filesystem knowledge and proper permission setup"],"requires":["Docker daemon running and accessible","Docker CLI installed on host","OpenClaw Docker image built or pulled","Sufficient disk space for container images and volumes"],"input_types":["Docker image identifiers","container configuration (ports, volumes, env vars)","cluster topology definition"],"output_types":["container status (running, stopped, error)","container logs","resource usage metrics","network configuration"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":48,"verified":false,"data_access_risk":"high","permissions":["OpenClaw CLI (@qingchencloud/openclaw-zh) installed globally","Node.js 16+ for gateway service","Valid API keys for at least one LLM provider","Port 18789 available and not firewalled","Tool functions defined as JavaScript/TypeScript callables","JSON Schema definitions for each tool","Provider API keys with function-calling support","Error handling middleware for tool execution","Ed25519 key generation capability (built into most modern systems)","Secure storage for private keys (filesystem permissions or OS keychain)"],"failure_modes":["Gateway must be running as a separate service (port 18789) — no in-process embedding","WebSocket connection overhead adds ~50-100ms per request roundtrip","Provider-specific features (vision, function calling) require explicit schema mapping","No built-in request caching — relies on client-side or external cache layer","Tool schemas must be JSON Schema compliant — complex recursive types require flattening","Provider differences in tool calling (OpenAI vs Anthropic) require adapter layer","No built-in sandboxing — tool execution runs in same process context","Tool result size limited by provider context window constraints","Private keys stored on device filesystem — compromise of device compromises authentication","No built-in key rotation mechanism — requires manual key regeneration","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.5301470272247325,"quality":0.5,"ecosystem":0.6000000000000001,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.28,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:22.063Z","last_scraped_at":"2026-05-03T13:57:16.561Z","last_commit":"2026-04-26T13:15:47Z"},"community":{"stars":2620,"forks":331,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=qingchencloud--clawpanel","compare_url":"https://unfragile.ai/compare?artifact=qingchencloud--clawpanel"}},"signature":"ErffsqE+NwtnS0JvEfl8jYyVZ8Ip0t+tTEOeR8P+5lsJBQ57JLzBA2x6sZioT/SsI2YrYLds1aPAmlxcujmQCQ==","signedAt":"2026-06-22T03:56:02.474Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/qingchencloud--clawpanel","artifact":"https://unfragile.ai/qingchencloud--clawpanel","verify":"https://unfragile.ai/api/v1/verify?slug=qingchencloud--clawpanel","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"}}