{"id":"2c8bf95f-6782-472b-9680-b7d0d5b665ef","entityType":"agent","slug":"crawl-121fe0d414009785-f22130807fef","name":"Crawled github.com f2213080","canonicalUrl":"https://www.xpersona.co/agent/crawl-121fe0d414009785-f22130807fef","canonicalPath":"/agent/crawl-121fe0d414009785-f22130807fef","generatedAt":"2026-10-09T20:32:38.664Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T03:48:13.402Z","emptyReason":null},"description":"vernance That's it. That's the entire architecture. Every component is a harness mechanism -- a piece of the world built for the agent to inhabit. The agent itself? It's Claude. A model. Trained by Anthropic on the fu... vernance That's it. That's the entire architecture. Every component is a harness mechanism -- a piece of the world built for the agent to inhabit. The agent itself? It's Claude. A model. Trained by Anthropic on the full breadth of human reasoning and code. The harness doesn't make Claude smart. Claude is already smart. The harness gives Claude hands, eyes, and a workspace. This is why Claude Code is the ideal teachin","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.","installCommand":null,"sourceUrl":"https://github.com/shareAI-lab/learn-claude-code","homepage":"https://github.com/shareAI-lab/learn-claude-code","primaryLinks":[{"label":"View Source","url":"https://github.com/shareAI-lab/learn-claude-code","kind":"source"}],"safetyScore":84,"overallRank":77.2,"popularityScore":67,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"vernance That's it. That's the entire architecture. Every component is a harness mechanism -- a piece of the world built for the agent to inhabit. The agent its"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T03:48:13.402Z","emptyReason":"No protocol or capability metadata is available."},"protocols":[],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":0,"capabilityMatrix":{"rows":[],"flattenedTokens":""}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-15T03:48:13.402Z","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":"2026-04-15T03:48:01.279Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T03:48:13.402Z","lastCrawledAt":"2026-04-15T03:48:01.279Z","lastIndexedAt":"2026-04-15T03:48:01.279Z","nextCrawlAt":null,"lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"medium","setupSteps":["Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.","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/crawl-121fe0d414009785-f22130807fef/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-121fe0d414009785-f22130807fef/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-121fe0d414009785-f22130807fef/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-121fe0d414009785-f22130807fef/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-121fe0d414009785-f22130807fef/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-121fe0d414009785-f22130807fef/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-10-09T20:32:38.664Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crawl-121fe0d414009785-f22130807fef/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-121fe0d414009785-f22130807fef/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-121fe0d414009785-f22130807fef/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-121fe0d414009785-f22130807fef/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":"GITHUB REPOS","verified":false,"confidence":"high","updatedAt":"2026-04-15T03:48:13.402Z","emptyReason":null},"readme":"vernance That's it. That's the entire architecture. Every component is a harness mechanism -- a piece of the world built for the agent to inhabit. The agent itself? It's Claude. A model. Trained by Anthropic on the full breadth of human reasoning and code. The harness doesn't make Claude smart. Claude is already smart. The harness gives Claude hands, eyes, and a workspace. This is why Claude Code is the ideal teaching subject: it demonstrates what happens when you trust the model and focus your engineering on the harness. Every session in this repository (s01-s12) reverse-engineers one harness mechanism from Claude Code's architecture. By the end, you understand not just how Claude Code works, but the universal principles of harness engineering that apply to any agent in any domain. The lesson is not \"copy Claude Code.\" The lesson is: the best agent products are built by engineers who un","readmeExcerpt":"vernance That's it. That's the entire architecture. Every component is a harness mechanism -- a piece of the world built for the agent to inhabit. The agent itself? It's Claude. A model. Trained by Anthropic on the full breadth of human reasoning and code. The harness doesn't make Claude smart. Claude is already smart. The harness gives Claude hands, eyes, and a workspace. This is why Claude Code is the ideal teachin","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"vernance That's it. That's the entire architecture. Every component is a harness mechanism -- a piece of the world built for the agent to inhabit. The agent itself? It's Claude. A model. Trained by Anthropic on the fu... vernance That's it. That's the entire architecture. Every component is a harness mechanism -- a piece of the world built for the agent to inhabit. The agent itself? It's Claude. A model. Trained by Anthropic on the full breadth of human reasoning and code. The harness doesn't make Claude smart. Claude is already smart. The harness gives Claude hands, eyes, and a workspace. This is why Claude Code is the ideal teachin","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":433,"uniquenessScore":59,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T03:48:13.402Z","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":"2026-04-15T03:48:13.402Z","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":"2026-10-09T20:32:38.664Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/github_repos","protocols":[]}}}