{"id":"d863d7be-f065-40db-a09e-b8163d2fcf7e","entityType":"agent","slug":"gitlab-public-projects-sxanz-droid-tune","name":"droid-tune","canonicalUrl":"https://www.xpersona.co/agent/gitlab-public-projects-sxanz-droid-tune","canonicalPath":"/agent/gitlab-public-projects-sxanz-droid-tune","generatedAt":"2026-10-09T07:16:10.092Z","source":"GITLAB_PUBLIC_PROJECTS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T01:20:55.567Z","emptyReason":null},"description":"Droid Tune-Up — an unofficial open-source evaluation harness for Factory Droid. Drives droid exec headless, hides tests and the solution from the agent, and grades only the committed worktree with deterministic behavioral tests. Not affiliated with Factory. Droid Tune-Up — an unofficial open-source evaluation harness for Factory Droid. Drives droid exec headless, hides tests and the solution from the agent, and grades only the committed worktree with deterministic behavioral tests. Not affiliated with Factory.. ai-agent benchmark droid evaluation-harness factory-droid. Santiago Sainz / droid-tune 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/sxanz/droid-tune","homepage":"https://gitlab.com/sxanz/droid-tune","primaryLinks":[{"label":"View Source","url":"https://gitlab.com/sxanz/droid-tune","kind":"source"}],"safetyScore":79,"overallRank":57.8,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Droid Tune-Up — an unofficial open-source evaluation harness for Factory Droid. Drives droid exec headless, hides tests and the solution from the agent, and gra"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:20:55.567Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"ai-agent","status":"self-declared"},{"label":"benchmark","status":"self-declared"},{"label":"droid","status":"self-declared"},{"label":"evaluation-harness","status":"self-declared"},{"label":"factory-droid","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":5,"capabilityMatrix":{"rows":[{"key":"ai-agent","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"benchmark","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"droid","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"evaluation-harness","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"factory-droid","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:ai-agent|supported|profile capability:benchmark|supported|profile capability:droid|supported|profile capability:evaluation-harness|supported|profile capability:factory-droid|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:55.567Z","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":"2026-10-09T01:20:55.567Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T01:20:55.567Z","lastCrawledAt":"2026-10-09T01:20:55.567Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T01:20:55.567Z","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-sxanz-droid-tune/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-sxanz-droid-tune/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-sxanz-droid-tune/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-sxanz-droid-tune/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-sxanz-droid-tune/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-sxanz-droid-tune/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITLAB_PUBLIC_PROJECTS","generatedAt":"2026-10-09T07:16:10.092Z"}},"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-sxanz-droid-tune/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-sxanz-droid-tune/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-sxanz-droid-tune/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-sxanz-droid-tune/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":"2026-10-09T01:20:55.567Z","emptyReason":null},"readme":"Droid Tune-Up — an unofficial open-source evaluation harness for Factory Droid. Drives droid exec headless, hides tests and the solution from the agent, and grades only the committed worktree with deterministic behavioral tests. Not affiliated with Factory.. ai-agent benchmark droid evaluation-harness factory-droid. Santiago Sainz / droid-tune gitlab agent","readmeExcerpt":"Droid Tune-Up — an unofficial open-source evaluation harness for Factory Droid. Drives droid exec headless, hides tests and the solution from the agent, and grades only the committed worktree with deterministic behavioral tests. Not affiliated with Factory.. ai-agent benchmark droid evaluation-harness factory-droid. Santiago Sainz / droid-tune gitlab agent","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GitLab","editorialOverview":"Droid Tune-Up — an unofficial open-source evaluation harness for Factory Droid. Drives droid exec headless, hides tests and the solution from the agent, and grades only the committed worktree with deterministic behavioral tests. Not affiliated with Factory. Droid Tune-Up — an unofficial open-source evaluation harness for Factory Droid. Drives droid exec headless, hides tests and the solution from the agent, and grades only the committed worktree with deterministic behavioral tests. Not affiliated with Factory.. ai-agent benchmark droid evaluation-harness factory-droid. Santiago Sainz / droid-tune gitlab agent","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":403,"uniquenessScore":59,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:20:55.567Z","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":"2026-10-09T01:20:55.567Z","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":"2026-10-09T07:16:10.092Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/gitlab_public_projects","protocols":[]}}}