{"id":"99070f2b-64bf-4bf1-a68d-9b137f45ade8","entityType":"agent","slug":"gitlab-public-projects-roxanne-ardary-trionyx","name":"Trionyx","canonicalUrl":"https://www.xpersona.co/agent/gitlab-public-projects-roxanne-ardary-trionyx","canonicalPath":"/agent/gitlab-public-projects-roxanne-ardary-trionyx","generatedAt":"2026-10-09T11:44:24.446Z","source":"GITLAB_PUBLIC_PROJECTS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T01:21:03.758Z","emptyReason":null},"description":"Trionyx is a multi-agent robotics fleet intelligence platform that coordinates autonomous robots through a shared world model, dynamic task graphs, and real-time scheduling. It focuses on distributed decision-making, simulation-first validation, and adaptive optimization to manage complex warehouse and industrial operations. https://roxanneardary.com/trionyx/ Trionyx is a multi-agent robotics fleet intelligence platform that coordinates autonomous robots through a shared world model, dynamic task graphs, and real-time scheduling. It focuses on distributed decision-making, simulation-first validation, and adaptive optimization to manage complex warehouse and industrial operations. https://roxanneardary.com/trionyx/. AGPL3 Fleet Management SBL SDD autonomous-agents autonomo","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.","installCommand":null,"sourceUrl":"https://gitlab.com/Roxanne_Ardary/trionyx","homepage":"https://gitlab.com/Roxanne_Ardary/trionyx","primaryLinks":[{"label":"View Source","url":"https://gitlab.com/Roxanne_Ardary/trionyx","kind":"source"}],"safetyScore":79,"overallRank":49.1,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Trionyx is a multi-agent robotics fleet intelligence platform that coordinates autonomous robots through a shared world model, dynamic task graphs, and real-tim"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:21:03.758Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"AGPL3","status":"self-declared"},{"label":"Fleet Management","status":"self-declared"},{"label":"SBL","status":"self-declared"},{"label":"SDD","status":"self-declared"},{"label":"autonomous-agents","status":"self-declared"},{"label":"autonomous-robots","status":"self-declared"},{"label":"graphs","status":"self-declared"},{"label":"legal","status":"self-declared"},{"label":"multi-agent","status":"self-declared"},{"label":"open-source","status":"self-declared"},{"label":"open-source-licenses","status":"self-declared"},{"label":"robotics","status":"self-declared"},{"label":"roxanneardary","status":"self-declared"},{"label":"simulation","status":"self-declared"},{"label":"spec-driven-development","status":"self-declared"},{"label":"specification","status":"self-declared"},{"label":"specification-branding-license","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":17,"capabilityMatrix":{"rows":[{"key":"AGPL3","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"Fleet Management","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"SBL","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"SDD","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"autonomous-agents","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"autonomous-robots","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"graphs","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"legal","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"multi-agent","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"open-source","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"open-source-licenses","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"robotics","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"roxanneardary","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"simulation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"spec-driven-development","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"specification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"specification-branding-license","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:AGPL3|supported|profile capability:Fleet Management|supported|profile capability:SBL|supported|profile capability:SDD|supported|profile capability:autonomous-agents|supported|profile capability:autonomous-robots|supported|profile capability:graphs|supported|profile capability:legal|supported|profile capability:multi-agent|supported|profile capability:open-source|supported|profile capability:open-source-licenses|supported|profile capability:robotics|supported|profile capability:roxanneardary|supported|profile capability:simulation|supported|profile capability:spec-driven-development|supported|profile capability:specification|supported|profile capability:specification-branding-license|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:21:03.758Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:21:03.754Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T01:21:03.758Z","lastCrawledAt":"2026-10-09T01:21:03.754Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T01:21:03.754Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GitLab","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-trionyx/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-trionyx/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-trionyx/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-trionyx/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-trionyx/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-trionyx/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITLAB_PUBLIC_PROJECTS","generatedAt":"2026-10-09T11:44:24.446Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-trionyx/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-trionyx/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-trionyx/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-trionyx/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GitLab","verified":false,"confidence":"high","updatedAt":"2026-10-09T01:21:03.758Z","emptyReason":null},"readme":"Trionyx is a multi-agent robotics fleet intelligence platform that coordinates autonomous robots through a shared world model, dynamic task graphs, and real-time scheduling. It focuses on distributed decision-making, simulation-first validation, and adaptive optimization to manage complex warehouse and industrial operations.  https://roxanneardary.com/trionyx/. AGPL3 Fleet Management SBL SDD autonomous-agents autonomous-robots fleet-management graphs legal multi-agent open-source open-source-licenses robotics roxanneardary simulation spec-driven-development specification specification-branding-license. Roxanne Ardary / Trionyx gitlab agent","readmeExcerpt":"Trionyx is a multi-agent robotics fleet intelligence platform that coordinates autonomous robots through a shared world model, dynamic task graphs, and real-time scheduling. It focuses on distributed decision-making, simulation-first validation, and adaptive optimization to manage complex warehouse and industrial operations. https://roxanneardary.com/trionyx/. AGPL3 Fleet Management SBL SDD autonomous-agents autonomo","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GitLab","editorialOverview":"Trionyx is a multi-agent robotics fleet intelligence platform that coordinates autonomous robots through a shared world model, dynamic task graphs, and real-time scheduling. It focuses on distributed decision-making, simulation-first validation, and adaptive optimization to manage complex warehouse and industrial operations. https://roxanneardary.com/trionyx/ Trionyx is a multi-agent robotics fleet intelligence platform that coordinates autonomous robots through a shared world model, dynamic task graphs, and real-time scheduling. It focuses on distributed decision-making, simulation-first validation, and adaptive optimization to manage complex warehouse and industrial operations. https://roxanneardary.com/trionyx/. AGPL3 Fleet Management SBL SDD autonomous-agents autonomo","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":402,"uniquenessScore":62,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:21:03.758Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:21:03.758Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T11:44:24.446Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/gitlab_public_projects","protocols":[]}}}