{"id":"95aa2fe2-fda2-45e9-ae29-7458dfed7d01","entityType":"agent","slug":"gitlab-public-projects-transcend05-orbitring","name":"OrbitRing","canonicalUrl":"https://www.xpersona.co/agent/gitlab-public-projects-transcend05-orbitring","canonicalPath":"/agent/gitlab-public-projects-transcend05-orbitring","generatedAt":"2026-10-09T08:09:57.152Z","source":"GITLAB_PUBLIC_PROJECTS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T01:21:05.007Z","emptyReason":null},"description":"OrbitRing uses GitLab Orbit to validate engineering assumptions, generate alternative implementation paths, analyze consequences, and recommend the best engineering decision with evidence. OrbitRing uses GitLab Orbit to validate engineering assumptions, generate alternative implementation paths, analyze consequences, and recommend the best engineering decision with evidence.. ai-agents ai-platform decision-intelligence developer-productivity engineering-intelligence gitlab-duo gitlab-orbit hackathon knowledge-graph software-architecture transcend-hackathon workflow-automation. transcend05 / OrbitRing g","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/transcend05/orbitring","homepage":"https://gitlab.com/transcend05/orbitring","primaryLinks":[{"label":"View Source","url":"https://gitlab.com/transcend05/orbitring","kind":"source"}],"safetyScore":79,"overallRank":46.6,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"OrbitRing uses GitLab Orbit to validate engineering assumptions, generate alternative implementation paths, analyze consequences, and recommend the best enginee"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:21:05.007Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"ai-agents","status":"self-declared"},{"label":"ai-platform","status":"self-declared"},{"label":"decision-intelligence","status":"self-declared"},{"label":"developer-productivity","status":"self-declared"},{"label":"engineering-intelligence","status":"self-declared"},{"label":"gitlab-duo","status":"self-declared"},{"label":"gitlab-orbit","status":"self-declared"},{"label":"hackathon","status":"self-declared"},{"label":"knowledge-graph","status":"self-declared"},{"label":"software-architecture","status":"self-declared"},{"label":"transcend-hackathon","status":"self-declared"},{"label":"workflow-automation","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":12,"capabilityMatrix":{"rows":[{"key":"ai-agents","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ai-platform","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"decision-intelligence","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"developer-productivity","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"engineering-intelligence","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"gitlab-duo","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"gitlab-orbit","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"hackathon","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"knowledge-graph","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"software-architecture","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"transcend-hackathon","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"workflow-automation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:ai-agents|supported|profile capability:ai-platform|supported|profile capability:decision-intelligence|supported|profile capability:developer-productivity|supported|profile capability:engineering-intelligence|supported|profile capability:gitlab-duo|supported|profile capability:gitlab-orbit|supported|profile capability:hackathon|supported|profile capability:knowledge-graph|supported|profile capability:software-architecture|supported|profile capability:transcend-hackathon|supported|profile capability:workflow-automation|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:21:05.007Z","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":"2026-10-09T01:21:05.003Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T01:21:05.007Z","lastCrawledAt":"2026-10-09T01:21:05.003Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T01:21:05.003Z","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-transcend05-orbitring/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-transcend05-orbitring/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-transcend05-orbitring/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-transcend05-orbitring/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-transcend05-orbitring/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-transcend05-orbitring/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITLAB_PUBLIC_PROJECTS","generatedAt":"2026-10-09T08:09:57.152Z"}},"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-transcend05-orbitring/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-transcend05-orbitring/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-transcend05-orbitring/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-transcend05-orbitring/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":"2026-10-09T01:21:05.007Z","emptyReason":null},"readme":"OrbitRing uses GitLab Orbit to validate engineering assumptions, generate alternative implementation paths, analyze consequences, and recommend the best engineering decision with evidence.. ai-agents ai-platform decision-intelligence developer-productivity engineering-intelligence gitlab-duo gitlab-orbit hackathon knowledge-graph software-architecture transcend-hackathon workflow-automation. transcend05 / OrbitRing gitlab agent","readmeExcerpt":"OrbitRing uses GitLab Orbit to validate engineering assumptions, generate alternative implementation paths, analyze consequences, and recommend the best engineering decision with evidence.. ai-agents ai-platform decision-intelligence developer-productivity engineering-intelligence gitlab-duo gitlab-orbit hackathon knowledge-graph software-architecture transcend-hackathon workflow-automation. transcend05 / OrbitRing g","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GitLab","editorialOverview":"OrbitRing uses GitLab Orbit to validate engineering assumptions, generate alternative implementation paths, analyze consequences, and recommend the best engineering decision with evidence. OrbitRing uses GitLab Orbit to validate engineering assumptions, generate alternative implementation paths, analyze consequences, and recommend the best engineering decision with evidence.. ai-agents ai-platform decision-intelligence developer-productivity engineering-intelligence gitlab-duo gitlab-orbit hackathon knowledge-graph software-architecture transcend-hackathon workflow-automation. transcend05 / OrbitRing g","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":376,"uniquenessScore":63,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:21:05.007Z","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":"2026-10-09T01:21:05.007Z","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":"2026-10-09T08:09:57.152Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/gitlab_public_projects","protocols":[]}}}