{"id":"1025d55d-2da2-438e-be88-62f6aefd7109","entityType":"agent","slug":"gitlab-public-projects-roxanne-ardary-codetraceai","name":"CodeTraceAI","canonicalUrl":"https://www.xpersona.co/agent/gitlab-public-projects-roxanne-ardary-codetraceai","canonicalPath":"/agent/gitlab-public-projects-roxanne-ardary-codetraceai","generatedAt":"2026-10-09T06:22:45.123Z","source":"GITLAB_PUBLIC_PROJECTS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T01:20:55.619Z","emptyReason":null},"description":"CodeTraceAI is an open-source AI system that merges concepts, protocols, and ideas from multiple repositories, generating fresh, modern code while ensuring ethical attribution. Every proposed merge is human-approved, and notice.md is automatically updated to credit only the contributors whose code is included. With integrated testing, security checks, license compliance, CI/CD pipelines, and continuous AI learning, CodeTraceAI turns collaborative ideas into reliable, up-to-date software. https://roxanneardary.com/codetraceai/ CodeTraceAI is an open-source AI system that merges concepts, protocols, and ideas from multiple repositories, generating fresh, modern code while ensuring ethical attribution. Every proposed merge is human-approved, and notice.md is automatically updated to credit only the contributors whose code is included. With integrated testing, security checks, license compliance, CI/CD pipelines, and continuous AI learning, C","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/codetraceai","homepage":"https://gitlab.com/Roxanne_Ardary/codetraceai","primaryLinks":[{"label":"View Source","url":"https://gitlab.com/Roxanne_Ardary/codetraceai","kind":"source"}],"safetyScore":79,"overallRank":56.1,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"CodeTraceAI is an open-source AI system that merges concepts, protocols, and ideas from multiple repositories, generating fresh, modern code while ensuring ethi"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:20:55.619Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"AGPL V3+","status":"self-declared"},{"label":"AI","status":"self-declared"},{"label":"SBL","status":"self-declared"},{"label":"SDD","status":"self-declared"},{"label":"accountability","status":"self-declared"},{"label":"ai-agent","status":"self-declared"},{"label":"ai-infrastructure","status":"self-declared"},{"label":"contributors","status":"self-declared"},{"label":"copyright","status":"self-declared"},{"label":"hitl","status":"self-declared"},{"label":"human-in-the-loop","status":"self-declared"},{"label":"legal","status":"self-declared"},{"label":"notice-tracking","status":"self-declared"},{"label":"open-source","status":"self-declared"},{"label":"open-source-licenses","status":"self-declared"},{"label":"roxanneardary","status":"self-declared"},{"label":"security","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":20,"capabilityMatrix":{"rows":[{"key":"AGPL V3+","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"AI","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":"accountability","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ai-agent","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ai-infrastructure","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"contributors","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"copyright","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"hitl","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"human-in-the-loop","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":"notice-tracking","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":"roxanneardary","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"security","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:AGPL V3+|supported|profile capability:AI|supported|profile capability:SBL|supported|profile capability:SDD|supported|profile capability:accountability|supported|profile capability:ai-agent|supported|profile capability:ai-infrastructure|supported|profile capability:contributors|supported|profile capability:copyright|supported|profile capability:hitl|supported|profile capability:human-in-the-loop|supported|profile capability:legal|supported|profile capability:notice-tracking|supported|profile capability:open-source|supported|profile capability:open-source-licenses|supported|profile capability:roxanneardary|supported|profile capability:security|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":"2026-10-09T01:20:55.619Z","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":"2026-10-09T01:20:55.619Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T01:20:55.619Z","lastCrawledAt":"2026-10-09T01:20:55.619Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T01:20:55.619Z","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-codetraceai/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-codetraceai/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-codetraceai/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-codetraceai/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-codetraceai/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-codetraceai/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITLAB_PUBLIC_PROJECTS","generatedAt":"2026-10-09T06:22:45.123Z"}},"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-codetraceai/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-codetraceai/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-codetraceai/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-roxanne-ardary-codetraceai/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":"2026-10-09T01:20:55.619Z","emptyReason":null},"readme":"CodeTraceAI is an open-source AI system that merges concepts, protocols, and ideas from multiple repositories, generating fresh, modern code while ensuring ethical attribution. Every proposed merge is human-approved, and notice.md is automatically updated to credit only the contributors whose code is included. With integrated testing, security checks, license compliance, CI/CD pipelines, and continuous AI learning, CodeTraceAI turns collaborative ideas into reliable, up-to-date software.  https://roxanneardary.com/codetraceai/. AGPL V3+ AI SBL SDD accountability ai-agent ai-infrastructure contributors copyright hitl human-in-the-loop legal notice-tracking open-source open-source-licenses roxanneardary security spec-driven-development specification specification-branding-license. Roxanne Ardary / CodeTraceAI gitlab agent","readmeExcerpt":"CodeTraceAI is an open-source AI system that merges concepts, protocols, and ideas from multiple repositories, generating fresh, modern code while ensuring ethical attribution. Every proposed merge is human-approved, and notice.md is automatically updated to credit only the contributors whose code is included. With integrated testing, security checks, license compliance, CI/CD pipelines, and continuous AI learning, C","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GitLab","editorialOverview":"CodeTraceAI is an open-source AI system that merges concepts, protocols, and ideas from multiple repositories, generating fresh, modern code while ensuring ethical attribution. Every proposed merge is human-approved, and notice.md is automatically updated to credit only the contributors whose code is included. With integrated testing, security checks, license compliance, CI/CD pipelines, and continuous AI learning, CodeTraceAI turns collaborative ideas into reliable, up-to-date software. https://roxanneardary.com/codetraceai/ CodeTraceAI is an open-source AI system that merges concepts, protocols, and ideas from multiple repositories, generating fresh, modern code while ensuring ethical attribution. Every proposed merge is human-approved, and notice.md is automatically updated to credit only the contributors whose code is included. With integrated testing, security checks, license compliance, CI/CD pipelines, and continuous AI learning, C","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":435,"uniquenessScore":62,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:55.619Z","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":"2026-10-09T01:20:55.619Z","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":"2026-10-09T06:22:45.123Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/gitlab_public_projects","protocols":[]}}}