{ "run_id": "Auriti-Labs--geo-optimizer-skill-gpt-6-luna-1792970814810935343", "date": "2026-10-25T23:28:27.803202+00:00", "repo": "Auriti-Labs/geo-optimizer-skill", "kind": "repo", "source": "https://github.com/Auriti-Labs/geo-optimizer-skill", "commit": "7e713aaebb7abde3cc5638b9c8d47f02a599877b", "model": "gpt-6-luna", "model_version": "gpt-6-luna", "test_version": "readme-a17389bda4cc696f9601c0c4ff1b2c16e23bfa1d907883b715ccdd9e92ddec56", "pass": true, "outcome": "pass", "time_to_working_s": 64.2300167059293, "total_s": 92.99221873283386, "steps": [ "pwd; id -u; python3 --version; rg --files -g 'README*' -g 'AGENTS.md' -g 'pyproject.toml' -g 'package.json' -g 'Makefile' -g '*.yml' -g '*.yaml' | head -80; sed -n '1,240p' README.md", "sed -n '1,240p' pyproject.toml; find . -maxdepth 2 -type f | sort | head -100; rg --version 2>/dev/null || true", "python3 -m venv /tmp/geo-venv && /tmp/geo-venv/bin/pip install -e .", "geo audit --url https://example.com --format json", " /tmp/geo-venv/bin/geo audit --url https://example.com --format json", "mkdir -p .coldpass; sed -n '1,180p' .github/workflows/ci.yml 2>/dev/null; find src/geo_optimizer -maxdepth 3 -type f | sort | head -100; sed -n '1,200p' docs/geo-audit.md", "cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"/tmp/geo-venv/bin/geo\",\"audit\",\"--url\",\"https://example.com\",\"--format\",\"json\"],\"cwd\":\"\",\"expected_text\":\"\\\"score\\\": 22\"}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[\n {\"kind\":\"claim\",\"claim\":\"The audit scores a site from 0 to 100 and returns prioritized fixes.\",\"source\":\"One command scores any website 0\u2013100 on whether **ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews** can crawl it, understand it, and cite it \u2014 then tells you exactly what to fix.\",\"input\":\"https://example.com\",\"expected\":\"score and recommendations\",\"probe_kind\":\"cli\",\"argv\":[\"/tmp/geo-venv/bin/geo\",\"audit\",\"--url\",\"https://example.com\",\"--format\",\"json\"],\"expected_text\":\"\\\"score\\\": 22\",\"cwd\":\"\"}\n]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[\n {\"kind\":\"example\",\"claim\":\"Run a JSON website audit\",\"source\":\"README.md / Quick Start\",\"input\":\"https://example.com\",\"expected\":\"JSON score and prioritized recommendations\",\"argv\":[\"/tmp/geo-venv/bin/geo\",\"audit\",\"--url\",\"https://example.com\",\"--format\",\"json\"],\"cwd\":\"\",\"expected_text\":\"\\\"score\\\": 22\"}\n]\nEOF\ncat > .coldpass/cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"Inspected README commands and CLI entry points: the product offers one-shot audit and opt-in tracking commands; no product scheduler or automatic cycle trigger is documented. The documented audit runs on demand.\",\"checks\":[]}\nEOF", "= python3 -I --validate --replay", "cat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":null,\"operation\":\"geo audit --url https://example.com --format json\",\"operation_scope\":\"One-shot audit against the public example.com site; Python 3.12.3 and editable project install in /tmp/geo-venv\",\"steps\":[\"Read README and confirmed Python requirement is 3.10+.\",\"Created /tmp/geo-venv and installed the project with pip install -e .\",\"Ran /tmp/geo-venv/bin/geo audit --url https://example.com --format json; it returned score 22, band critical, and actionable recommendations.\",\"Recorded README claim, replay probe, examples, and cycle inspection; checker replay passed.\"],\"deviations\":[\"The unqualified geo command was not on PATH in a fresh shell (command not found); used the absolute venv entry point as required.\"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":null}\nEOF" ], "stuck_step": null, "error_excerpt": null, "what_it_did": "geo audit --url https://example.com --format json", "suggested_fix": null, "tokens_in": 234599, "tokens_out": 1377, "cost_usd": null, "usage_complete": true, "checks": [ { "check": "operation", "status": "PASS", "details": { "working": true, "argv": [ "/tmp/geo-venv/bin/geo", "audit", "--url", "https://example.com", "--format", "json" ], "kind": "cli", "returncode": 0, "stdout": "ps://developers.google.com/search/docs/crawling-indexing/consolidate-duplicate-urls\",\n \"[G-DATES] No valid publication or update date found \\u2014 https://developers.google.com/search/docs/appearance/publication-dates\",\n \"[G-BYLINE] No author found: Google asks 'who created the content' \\u2014 https://developers.google.com/search/docs/fundamentals/creating-helpful-content\",\n \"[G-LINKS] Links are not crawlable elements (JS routes or none) \\u2014 https://developers.google.com/search/docs/crawling-indexing/javascript/javascript-seo-basics\",\n \"[G-SITEMAP] No robots.txt, no declared sitemap \\u2014 https://developers.google.com/search/docs/crawling-indexing/sitemaps/build-sitemap\"\n ],\n \"llms\": [\n \"Create /llms.txt for AI indexing: geo llms --base-url https://example.com. Note: llms.txt is an organizational signal, not a proven ranking factor. It helps structure content for AI systems.\"\n ],\n \"schema\": [\n \"Add WebSite JSON-LD schema to homepage\",\n \"Add Organization JSON-LD schema with name, url, and logo\",\n[excerpt truncated]", "stderr": "", "needs_credentials": false, "needs_browser": false, "scope": "product operation" } } ], "safety": { "version": "z2x-1", "rules_version": "z2x-1", "summary": "Review signals: 1 connection review, 1 download and execute, 1 hardcoded secret, 7 known vulnerability.", "expected": "Reviewed as expected for a test run: attempted writes that failed, so nothing was written; resolver address lookups that send no data.", "findings": [ { "kind": "connection-review", "count": 1, "note": "Repository processes attempted these non-loopback connections; proxies can hide the final hostname.", "location_count": 1, "path": "104.20.23.154:443", "process_count": 7 }, { "kind": "download-and-execute", "count": 1, "note": "Source contains download and execute; review its purpose.", "location_count": 1, "path": "install.sh" }, { "kind": "hardcoded-secret", "count": 1, "note": "Gitleaks found a possible hardcoded secret; value withheld.", "location_count": 1, "path": "frontend/scripts/indexnow-submit.mjs" }, { "kind": "known-vulnerability", "count": 7, "note": "OSV reports a known vulnerability in this dependency version.", "location_count": 2 } ], "context": [], "limitations": [ "A short run cannot establish that code is safe.", "Connections show IP addresses; proxies can hide the final hostname.", "Tracing covers dispatched commands and their children, not the whole OS; guest root can interfere with tracing." ], "static": { "dependency_note": "OSV scanned supported lockfiles; unpinned dependencies and unsupported formats are outside this check." }, "evidence_url": "/safety/?run=Auriti-Labs--geo-optimizer-skill-gpt-6-luna-1792970814810935343", "evidence_file": "/data/safety/Auriti-Labs--geo-optimizer-skill-gpt-6-luna-1792970814810935343.json.gz" }, "agent_execution": "native_agent", "agent_runtime": "codex", "agent_runtime_version": "codex-cli 0.163.0", "tool_transport": "mcp-assigned-vm", "platform": "linux", "reasoning": "low", "service_tier": "standard", "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "native_tool_calls": 9, "native_bundle": null, "architecture": null, "backend": "hyperv", "platform_details": { "backend": "hyperv", "os": "linux" }, "platform_conflicts": null, "sandbox_source": null, "source_pin": { "commit": "7e713aaebb7abde3cc5638b9c8d47f02a599877b", "url": "https://github.com/Auriti-Labs/geo-optimizer-skill" }, "purpose": "initial", "profile": { "model": "gpt-6-luna", "reasoning": "low" }, "fault": { "owner": null, "status": "resolved", "reason": null }, "fix_id": null, "verifies_run_id": null, "hosting": null, "operation_scope": "product operation", "tool_calls": 9, "guest_setup": null, "runtime": null, "runtime_version": null, "runtime_revision": null, "source_revision": null, "evidence_version": null, "failure_origin": null, "evidence_strength": "readme_checked", "works": "yes", "install_s": null, "first_use_s": null, "mcp": "none", "needs": [], "needs_which": null, "agent_interface": [ "cli" ], "license": "MIT", "repo_url": "https://github.com/Auriti-Labs/geo-optimizer-skill", "cost_to_try": "free", "hardware": null, "what_failed": null, "local_or_hosted": "local", "cycle_checks": [ { "kind": "cycle", "claim": "Scheduled or looping main behavior", "source": "repository entry points", "input": "source inspection", "expected": "identify the product trigger", "verdict": "yes", "outcome": "Inspected README commands and CLI entry points: the product offers one-shot audit and opt-in tracking commands; no product scheduler or automatic cycle trigger is documented. The documented audit runs on demand.", "evidence": "Inspected README commands and CLI entry points: the product offers one-shot audit and opt-in tracking commands; no product scheduler or automatic cycle trigger is documented. The documented audit runs on demand.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "The audit scores a site from 0 to 100 and returns prioritized fixes.", "source": "One command scores any website 0\u2013100 on whether **ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews** can crawl it, understand it, and cite it \u2014 then tells you exactly what to fix.", "input": "https://example.com", "expected": "score and recommendations", "command": "/tmp/geo-venv/bin/geo audit --url https://example.com --format json", "verdict": "yes", "outcome": "Real input produced the expected result: \"score\": 22", "evidence": "\"score\": 22,\n \"band\": \"critical\",\n \"error\": null,\n \"score_version\": 2,\n \"score_max\": {\n \"google_ai\": 20,\n \"robots\": 14,\n \"schema\": 14,\n \"content\": 14,\n \"brand_entity\": 12,\n \"meta\": 11,\n \"llms\": 6,\n \"signals\": 6,\n \"ai_discovery\": 3\n },\n \"google_ai\": {\n \"checked\": true,\n \"points\": 13,\n \"max_points\": 20,\n \"final_url\": \"https://example.com/\",\n \"checks\": [\n {\n \"id\": \"G-INDEX\",\n \"status\": \"pass\",\n \"points\": 5,\n \"max_points\": 5,\n \"evidence\": \"HTTP 200, indexable, Googlebot allowed\",\n \"source_url\": \"https://", "returncode": 0, "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "Run a JSON website audit", "source": "README.md / Quick Start", "input": "https://example.com", "command": "/tmp/geo-venv/bin/geo audit --url https://example.com --format json", "evidence": "xity\",\n \"chatgpt\",\n \"claude\"\n ],\n \"truncation_risk\": \"none\",\n \"context_efficiency_score\": 100\n },\n \"instruction_readiness\": {\n \"checked\": true,\n \"labeled_buttons\": 0,\n \"unlabeled_buttons\": 0,\n \"action_clarity_score\": 100,\n \"total_inputs\": 0,\n \"labeled_inputs\": 0,\n \"typed_inputs\": 0,\n \"form_readability_score\": 100,\n \"nav_links\": 0,\n \"stateful_urls\": false,\n \"has_aria_live\": false,\n \"has_error_roles\": false,\n \"readiness_score\": 60,\n \"readiness_level\": \"ready\"\n },\n \"http_status\": 200,\n \"page_size\": 577,\n \"audit_duration_ms\": 916\n}", "deferred": false, "expected": "JSON score and prioritized recommendations", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" } ], "does_what_it_says": "yes", "maintenance": { "archived": false, "commits_90d": 323, "last_commit_at": "2026-10-25T06:59:47Z", "last_release_at": "2026-10-22T15:22:30Z", "median_reply_hours": 128.3, "merged_prs_90d": 117, "note": "actively maintained: last commit 0 days ago; 323 commits and 117 merged PRs in 90 days; 5 open issues, 1 open PRs; 10 of 13 recent threads got a maintainer reply, median first reply 128.3h; latest release 2026-10-22", "open_issues": 5, "open_prs": 1, "reply_share": 0.77, "reply_threads": 13, "verdict": "maintained" }, "maintenance_verdict": "maintained", "maintenance_note": "actively maintained: last commit 0 days ago; 323 commits and 117 merged PRs in 90 days; 5 open issues, 1 open PRs; 10 of 13 recent threads got a maintainer reply, median first reply 128.3h; latest release 2026-10-22", "maintained": "active", "maintained_note": "last commit 0 days ago", "last_commit_at": "2026-10-25T06:59:47Z", "last_release_at": "2026-10-22T15:22:30Z", "open_issues": null, "answered_issues": null, "platforms_claimed": [ "linux" ], "topic": "mcp-server", "agent_interfaces": [ { "interface": "mcp", "evidence": "README metadata", "observed": false, "operation_checked": false }, { "interface": "cli", "evidence": "independent checker", "observed": true, "operation_checked": true } ], "agent_interfaces_note": "README metadata is a discovery hint, not pinned documentation proof. Observed interfaces were exercised in this run. An empty list means unknown.", "mcp_context": null, "tested_at": "2026-10-25T23:28:27.803202+00:00", "tested_commit": "7e713aaebb7abde3cc5638b9c8d47f02a599877b", "tested_with": { "agent": "codex", "agent_version": "codex-cli 0.163.0", "model": "gpt-6-luna", "model_route": "gpt-6-luna", "reasoning": "low", "os": "linux", "backend": "hyperv", "transport": "mcp-assigned-vm" }, "setup_identity": { "repo": "Auriti-Labs/geo-optimizer-skill", "source": "https://github.com/Auriti-Labs/geo-optimizer-skill", "commit": "7e713aaebb7abde3cc5638b9c8d47f02a599877b", "source_revision": null, "os": "linux", "architecture": null, "backend": "hyperv", "model": "gpt-6-luna", "model_version": "gpt-6-luna", "agent_execution": "native_agent", "agent_runtime": "codex", "agent_runtime_version": "codex-cli 0.163.0", "tool_transport": "mcp-assigned-vm", "runtime": null, "runtime_version": null, "runtime_revision": null, "sandbox_source": null, "guest_setup": null, "source_pin": { "commit": "7e713aaebb7abde3cc5638b9c8d47f02a599877b", "url": "https://github.com/Auriti-Labs/geo-optimizer-skill" }, "platform_details": { "os": "linux", "backend": "hyperv" }, "platform_conflicts": null, "reasoning": "low", "service_tier": "standard", "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "operation": "geo audit --url https://example.com --format json", "operation_scope": "product operation", "hosting": null, "kind": "repo", "test_version": "readme-a17389bda4cc696f9601c0c4ff1b2c16e23bfa1d907883b715ccdd9e92ddec56", "evidence_version": null }, "other_model": null, "other_run_id": null, "models_agree": null, "furthest_model": null, "transcript_url": "/transcripts/Auriti-Labs--geo-optimizer-skill-gpt-6-luna-1792970814810935343.txt", "report_url": "/reports/Auriti-Labs--geo-optimizer-skill-gpt-6-luna-1792970814810935343.json" }