{"id":"d5d10717-90d2-4be6-aea1-8706973e25be","entityType":"agent","slug":"gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo","name":"ChatBot Facebook","canonicalUrl":"https://www.xpersona.co/agent/gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo","canonicalPath":"/agent/gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo","generatedAt":"2026-10-09T08:43:35.532Z","source":"GITLAB_PUBLIC_PROJECTS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T01:20:58.191Z","emptyReason":null},"description":"Implementar un ChatBot en python para controlar la interaccion con el facebook messenger. Este Controlador interactua con un api de FootBall, Watson Assistant, MongoDB Implementar un ChatBot en python para controlar la interaccion con el facebook messenger. Este Controlador interactua con un api de FootBall, Watson Assistant, MongoDB. chatbot facebook messenger. Pachaqtec Learning Python / ChatBot Facebook gitlab agent","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/pachaqtec-learning-python/chatbot-facebook","homepage":"https://gitlab.com/pachaqtec-learning-python/chatbot-facebook","primaryLinks":[{"label":"View Source","url":"https://gitlab.com/pachaqtec-learning-python/chatbot-facebook","kind":"source"}],"safetyScore":79,"overallRank":49.5,"popularityScore":33,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Implementar un ChatBot en python para controlar la interaccion con el facebook messenger. Este Controlador interactua con un api de FootBall, Watson Assistant, "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:20:58.191Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"chatbot","status":"self-declared"},{"label":"facebook","status":"self-declared"},{"label":"messenger","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":3,"capabilityMatrix":{"rows":[{"key":"chatbot","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"facebook","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"messenger","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:chatbot|supported|profile capability:facebook|supported|profile capability:messenger|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:58.191Z","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":"2026-10-09T01:20:58.191Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T01:20:58.191Z","lastCrawledAt":"2026-10-09T01:20:58.191Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T01:20:58.191Z","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-pachaqtec-learning-python-chatbot-facebo/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITLAB_PUBLIC_PROJECTS","generatedAt":"2026-10-09T08:43:35.532Z"}},"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-pachaqtec-learning-python-chatbot-facebo/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-pachaqtec-learning-python-chatbot-facebo/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":"2026-10-09T01:20:58.191Z","emptyReason":null},"readme":"Implementar un ChatBot en python para controlar la interaccion con el facebook messenger. Este Controlador interactua con un api de FootBall,  Watson Assistant, MongoDB. chatbot facebook messenger. Pachaqtec Learning Python / ChatBot Facebook gitlab agent","readmeExcerpt":"Implementar un ChatBot en python para controlar la interaccion con el facebook messenger. Este Controlador interactua con un api de FootBall, Watson Assistant, MongoDB. chatbot facebook messenger. Pachaqtec Learning Python / ChatBot Facebook gitlab agent","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GitLab","editorialOverview":"Implementar un ChatBot en python para controlar la interaccion con el facebook messenger. Este Controlador interactua con un api de FootBall, Watson Assistant, MongoDB Implementar un ChatBot en python para controlar la interaccion con el facebook messenger. Este Controlador interactua con un api de FootBall, Watson Assistant, MongoDB. chatbot facebook messenger. Pachaqtec Learning Python / ChatBot Facebook gitlab agent","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":368,"uniquenessScore":64,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:58.191Z","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":"2026-10-09T01:20:58.191Z","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":"2026-10-09T08:43:35.532Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/gitlab_public_projects","protocols":[]}}}