{ "run_id": "Graphify-Labs--graphify-claude-haiku-5-5-1792774248067187317", "date": "2026-10-23T17:24:21.909510+00:00", "repo": "Graphify-Labs/graphify", "kind": "repo", "source": "https://github.com/Graphify-Labs/graphify", "commit": "c588b72d936927790a87ad009955078ed40562a3", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "test_version": "readme-bdc1b9b3c0d2673aef87e076d14084a8123ddcf09d520c1ee2e364a37c3f4bb9", "pass": true, "outcome": "pass", "time_to_working_s": 1922.6149134510197, "total_s": 2013.842295408249, "steps": [ "cd && ls -la && git -C . rev-parse --is-inside-work-tree 2>&1; python3 --version; id -u; cat /etc/os-release | head -3; ls /inputs 2>&1", "cd && cat README.md 2>/dev/null | head -200", "cd && sed -n 200,400p README.md | cut -c1-400", "cd && grep -n -i \"telemetry\\|graphify update\\|--watch\\|--once\\|cron\\|schedule\\|hook\\|webhook\\|graphify serve\\|mcp\" README.md | cut -c1-300; which uv pipx; uv --version 2>&1", "export NODE_USE_ENV_PROXY=1; curl -LsSf https://astral.sh/uv/install.sh | sh 2>&1 | tail -5; export PATH=\"$HOME/.local/bin:$PATH\"; uv --version", "export PATH=\"$HOME/.local/bin:$PATH\"; uv tool install graphifyy 2>&1 | tail -15; echo \"rc=$?\"; which graphify; graphify --help 2>&1 | head -60", "export PATH=\"$HOME/.local/bin:$PATH\"; graphify --help 2>&1 | sed -n 60,200p; cd && sed -n 415,430p README.md | cut -c1-500", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && time GRAPHIFY_BACKEND=none GRAPHIFY_QUERY_LOG_DISABLE=1 graphify extract . --code-only 2>&1 | tail -30; echo \"rc=${PIPESTATUS[0]}\"; ls -la graphify-out 2>&1", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && time GRAPHIFY_BACKEND=none GRAPHIFY_QUERY_LOG_DISABLE=1 graphify cluster-only --no-label 2>&1 | tail -15; echo \"rc=${PIPESTATUS[0]}\"; ls -la graphify-out", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && export GRAPHIFY_QUERY_LOG_DISABLE=1; graphify god-nodes --top 5 2>&1; echo ---; graphify query \"what connects extract to the graph?\" --budget 800 2>&1 | head -40; echo \"rc=${PIPESTATUS[0]}\"", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && export GRAPHIFY_QUERY_LOG_DISABLE=1; graphify explain \"_make_id\" 2>&1 | head -25; echo \"rc=${PIPESTATUS[0]}\"; graphify explain \"_make_id\" >/dev/null 2>&1; echo \"rc2=$?\"", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && export GRAPHIFY_QUERY_LOG_DISABLE=1; graphify explain \"build_from_json\" 2>&1 | head -20; echo \"rc=${PIPESTATUS[0]}\"; echo ---; graphify path \"build_from_json\" \"extract\" 2>&1 | head -12; echo \"rc=${PIPESTATUS[0]}\"", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && export GRAPHIFY_QUERY_LOG_DISABLE=1; graphify explain \"graphify/build.py::build_from_json\" 2>&1 | head -20; echo \"rc=${PIPESTATUS[0]}\"", "cd && grep -n \"Ask a question, trace the path\\|Code is parsed with tree-sitter AST\\|returns a scoped subgraph\\|graphify explain \\\\\\\\\\\"APIRouter\\|graphify query\" README.md | cut -c1-260; echo ---; grep -n -i \"pytest\\|uv run\\|make test\" CONTRIBUTING.md AGENTS.md | head; echo ---; grep -n \"def \\|while\\|sleep\\|Observer\" graphify/watch.py | head -40", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && grep -n \"def watch\\|watch \\|def _cmd_watch\\|\\\"watch\\\"\" graphify/cli.py graphify/watch.py | head; echo ---; export GRAPHIFY_QUERY_LOG_DISABLE=1; GRAPHIFY_BACKEND=none timeout 600 graphify update --no-cluster 2>&1 | tail -8; echo \"rc=${PIPESTATUS[0]}\"", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && time timeout 1500 uv run pytest tests/ -q 2>&1 | tail -15; echo \"rc=${PIPESTATUS[0]}\"", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && timeout 600 uv run pytest tests/test_skillgen.py -q -x 2>&1 | grep -v \"^ warning\" | grep -i \"error\\|git\\|fatal\\|assert\\|SystemExit\" | head -20", "cd && git init -q && git remote add origin https://github.com/Graphify-Labs/graphify && timeout 300 git fetch --depth 1 origin c588b72d936927790a87ad009955078ed40562a3 2>&1 | tail -5; echo \"fetch rc=${PIPESTATUS[0]}\"; git reset --mixed FETCH_HEAD 2>&1 | tail -3; git rev-parse HEAD; git status --short | head -10", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && git diff --stat; git diff uv.lock | head -20; echo ---; timeout 900 uv run pytest tests/test_skillgen.py tests/test_ext_tagged_id_clash.py -q 2>&1 | tail -4", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && git checkout -- uv.lock && git status --short; timeout 900 uv run --frozen pytest tests/test_skillgen.py tests/test_ext_tagged_id_clash.py -q 2>&1 | tail -4; git status --short", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && timeout 900 uv run --frozen pytest tests/test_skillgen.py -q 2>&1 | grep \"^E \" | sort | uniq -c | head -8; echo ---; timeout 900 uv run --frozen pytest \"tests/test_ext_tagged_id_clash.py::test_a_swift_type_named_like_the_sibling_extension_keeps_both_file_nodes\" -q 2>&1 | grep \"^E \" | head -8; git status --short", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && grep -n \"extras\\|sql\\s*=\" pyproject.toml | head -5; timeout 900 uv run --frozen --extra sql pytest tests/test_ext_tagged_id_clash.py -q 2>&1 | tail -2; git status --short", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && export GRAPHIFY_QUERY_LOG_DISABLE=1; timeout 300 graphify install 2>&1 | tail -8; echo \"install rc=${PIPESTATUS[0]}\"; echo ---; graphify path \"graphify/build.py::build_from_json\" \"graphify/cli.py::dispatch_command\" 2>&1 | head -8; echo \"path rc=${PIPESTATUS[0]}\"; echo ---; graphify god-nodes --top 3 2>&1; echo \"rc=$?\"", "export PATH=\"$HOME/.local/bin:$PATH\"; cd && export GRAPHIFY_QUERY_LOG_DISABLE=1; graphify path \"graphify/build.py::build_from_json\" \"graphify/cli.py::dispatch_command\" --undirected 2>&1 | head -6; echo \"rc=${PIPESTATUS[0]}\"", "cd && G= && W= && cat > probe.json < claims.json < examples.json < cycles.json < None:\",\"schedule\":\"watch loop (debounced rebuild when files change)\",\"method\":\"run-once: graphify update on the same tree with no source edits (watch loop not started)\",\"input\":\" --no-cluster\",\"expected\":\"one rebuild pass writes graph.json\",\"kind\":\"cli\",\"argv\":[\"$G\",\"update\",\"$W\",\"--no-cluster\"],\"cwd\":\"$W\",\"env\":{\"GRAPHIFY_BACKEND\":\"none\",\"GRAPHIFY_QUERY_LOG_DISABLE\":\"1\"},\"expected_text\":\"[graphify watch] Rebuilt (no clustering)\"}]}\nEOF\nfor f in probe.json claims.json examples.json cycles.json; do python3 -I -c \"import json,sys;json.load(open(sys.argv[1]));print(sys.argv[1],'ok')\" $f; done; cat probe.json", "cd && = timeout 1500 python3 -I --validate --replay 2>&1 | tail -60; echo \"rc=${PIPESTATUS[0]}\"", "cd && cat > report.json <<'EOF'\n{\n \"outcome\": \"working\",\n \"fault_owner\": null,\n \"operation\": \"Build an offline code knowledge graph of the repository and query it with graphify explain, query, path and the watch-style rebuild\",\n \"operation_scope\": \"Ubuntu 24.04 guest (uid 1000), Python 3.12.3, uv 0.13.5 installed via the README's curl installer, graphifyy installed with uv tool install. Offline code-only path: GRAPHIFY_BACKEND=none, no API keys, no browser, no credentials. Optional extras (sql, dm, robot, etc.) not installed. Source pinned at c588b72d936927790a87ad009955078ed40562a3.\",\n \"steps\": [\n \"curl -LsSf https://astral.sh/uv/install.sh | sh\",\n \"uv tool install graphifyy\",\n \"graphify install\",\n \"graphify extract . --code-only (GRAPHIFY_BACKEND=none)\",\n \"graphify cluster-only --no-label\",\n \"graphify explain graphify/build.py::build_from_json\",\n \"graphify query \\\"what connects extract to the graph?\\\" --budget 800\",\n \"graphify path graphify/build.py::build_from_json graphify/cli.py::dispatch_command --undirected\",\n \"graphify update --no-cluster (one manual rebuild cycle)\",\n \"uv run --frozen pytest tests/ -q (repo test suite, documented in CONTRIBUTING.md)\",\n \"= python3 -I --validate --replay (PASS, no problems)\"\n ],\n \"deviations\": [\n \"uv was not installed in the guest; installed it with the README's curl | sh installer (uv 0.13.5). Python 3.12.3 already satisfied the 3.10+ requirement.\",\n \"Workspace was not a git repository. Ran git init, git remote add origin https://github.com/Graphify-Labs/graphify, git fetch --depth 1 origin c588b72d936927790a87ad009955078ed40562a3, git reset --mixed FETCH_HEAD. HEAD now matches the pin; the only working-tree difference was uv.lock.\",\n \"uv run (without --frozen) rewrote uv.lock (revision 3 to 5, reordered markers). Restored it with git checkout -- uv.lock and used uv run --frozen for all later runs.\",\n \"Full test suite (uv run --frozen pytest tests/ -q): 8240 passed, 213 skipped, 18 failed, rc=1. 15 failures are tests/test_skillgen.py: they run git show on baseline blob 47042beb... which the depth-1 pinned fetch does not contain (needs full history). 3 failures are tests/test_ext_tagged_id_clash.py (x.sql / postgres cases) which need the optional sql extra; with uv run --frozen --extra sql that file passes 14/14.\",\n \"graphify update on the whole tree (without --code-only) reported 22253 nodes, while graphify extract --code-only reported 18698 nodes. Observed difference, not investigated further.\",\n \"Set GRAPHIFY_QUERY_LOG_DISABLE=1 to opt out of query logging, and GRAPHIFY_BACKEND=none to keep semantic LLM extraction off. graphify install ran with no telemetry prompt (none offered).\",\n \"graphify-out/ was created inside the workspace by graphify extract/update; this is the tool's default output location.\"\n ],\n \"stuck_step\": null,\n \"main_blocker\": null,\n \"plain_failure\": null,\n \"suggested_fix\": \"No fix needed for the core operation. For a full green test run: use a full git clone (not depth 1) so the skillgen baseline blobs exist, and install the optional sql extra for the tagged-ID tests. Consider pinning uv or using --frozen so uv run does not rewrite uv.lock.\"\n}\nEOF\npython3 -I -c \"import json;d=json.load(open(''));print(d['outcome'])\"; cd && ls -la .coldpass; ls report.json 2>&1; git status --short", "cd && cat > report.json <<'EOF'\n{\n \"outcome\": \"working\",\n \"fault_owner\": null,\n \"operation\": \"Build an offline code knowledge graph of the repository with graphify extract --code-only, then query it with graphify explain and graphify path\",\n \"operation_scope\": \"Ubuntu guest, Python 3.12.3 (README requires 3.10+), uv 0.13.5 installed with the README curl installer, graphifyy installed via uv tool install. Offline code-only path with GRAPHIFY_BACKEND=none and GRAPHIFY_QUERY_LOG_DISABLE=1. No API keys, no browser, no credentials. Source pinned at c588b72d936927790a87ad009955078ed40562a3.\",\n \"steps\": [\n \"curl -LsSf https://astral.sh/uv/install.sh | sh (uv was missing)\",\n \"uv tool install graphifyy\",\n \"git init; git remote add origin https://github.com/Graphify-Labs/graphify; git fetch --depth 1 origin c588b72d936927790a87ad009955078ed40562a3; git reset --mixed FETCH_HEAD\",\n \"graphify extract . --code-only (GRAPHIFY_BACKEND=none)\",\n \"graphify cluster-only \",\n \"graphify explain graphify/build.py::build_from_json\",\n \"graphify path --undirected between two code nodes\",\n \"graphify update --no-cluster (watch-style rebuild cycle)\",\n \"uv run --frozen pytest tests/ -q (documented in CONTRIBUTING.md)\",\n \"= python3 -I --validate --replay\"\n ],\n \"deviations\": [\n \"uv was not preinstalled; installed it with the README's curl | sh installer.\",\n \"The workspace was not a git repository, so the source was pinned with a depth-1 fetch of the commit and git reset --mixed FETCH_HEAD.\",\n \"uv run without --frozen rewrote uv.lock (revision 3 to 5). Restored it with git checkout -- uv.lock and used uv run --frozen afterwards.\",\n \"Test suite: 18 failures. 15 are in tests/test_skillgen.py, which needs a historical git blob that the depth-1 fetch does not contain. 3 are in tests/test_ext_tagged_id_clash.py, which need the optional sql extra; they pass with --extra sql. Not fixed in the repo; recorded as prerequisites.\",\n \"graphify update without --code-only reported about 22k nodes, while extract --code-only reported 18698 nodes. This inconsistency was observed but not investigated.\"\n ],\n \"stuck_step\": null,\n \"main_blocker\": null,\n \"plain_failure\": null,\n \"suggested_fix\": \"For a fully green test run, use a full clone instead of depth 1 so the skillgen baseline blobs exist, and install the optional sql extra. Use --frozen (or pin uv) so uv run does not rewrite uv.lock. Investigate the node-count difference between update and extract --code-only.\"\n}\nEOF\npython3 -I -c \"import json;json.load(open('report.json'));print('ok')\"; cd && = python3 -I --validate --replay 2>&1 | tail -n 40" ], "stuck_step": null, "error_excerpt": null, "what_it_did": "Build an offline code knowledge graph of the repository with graphify extract --code-only, then query it with graphify explain and graphify path", "suggested_fix": null, "tokens_in": 1010636, "tokens_out": 23036, "cost_usd": 0.039864140000000006, "usage_complete": true, "checks": [ { "check": "operation", "status": "PASS", "details": { "working": true, "argv": [ "", "explain", "graphify/build.py::build_from_json" ], "kind": "cli", "returncode": 0, "stdout": "Node: build_from_json()\n ID: graphify_build_build_from_json\n Source: graphify/build.py L1153\n Type: code\n Community: 11\n Degree: 294\n\nConnections (294):\n <-- test_languages.py [imports] [EXTRACTED] tests/test_languages.py:L1593\n <-- test_extract.py [imports] [EXTRACTED] tests/test_extract.py:L9\n <-- _rebuild_code() [calls] [EXTRACTED] graphify/watch.py:L2355\n --> networkx [calls] [EXTRACTED] graphify/build.py:L1319\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, 127 known vulnerability, 1 outside write, 2 sensitive read. 1 static matches retained as context.", "findings": [ { "kind": "connection-review", "count": 1, "note": "Repository processes attempted these non-loopback connections; proxies can hide the final hostname.", "location_count": 8, "process_count": 1, "processes": [ { "address": "151.101.3.42:0", "executable": "", "owner": "repo", "pid": "3123", "source": "tests" } ] }, { "kind": "known-vulnerability", "count": 127, "note": "OSV reports a known vulnerability in this dependency version.", "location_count": 12 }, { "kind": "outside-write", "count": 1, "note": "Repository processes attempted these writes outside documented output/cache paths.", "location_count": 1, "path": "/usr/bin/cat", "process_count": 1, "processes": [ { "executable": "", "owner": "repo", "path": "/usr/bin/cat", "pid": "3123", "source": "tests" } ] }, { "kind": "sensitive-read", "count": 2, "note": "A repository process attempted to read this sensitive path.", "location_count": 2, "process_count": 1, "processes": [ { "created_in_run": false, "executable": "", "owner": "repo", "path": "", "pid": "3123", "source": "tests", "succeeded": false, "syscall": "openat", "trace": "16.trace" } ] } ], "context": [ { "kind": "hardcoded-secret", "count": 1, "note": "Gitleaks found a possible hardcoded secret; value withheld.", "location_count": 1, "path": "tests/test_security.py" } ], "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=Graphify-Labs--graphify-claude-haiku-5-5-1792774248067187317", "evidence_file": "/data/safety/Graphify-Labs--graphify-claude-haiku-5-5-1792774248067187317.json.gz" }, "agent_execution": "native_agent", "agent_runtime": "claude-code", "agent_runtime_version": "2.1.300 (Claude Code)", "tool_transport": "mcp-assigned-vm", "platform": "linux", "reasoning": "low", "service_tier": null, "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "native_tool_calls": 28, "native_bundle": null, "architecture": null, "backend": "hyperv", "platform_details": { "backend": "hyperv", "os": "linux" }, "platform_conflicts": null, "sandbox_source": null, "source_pin": { "commit": "c588b72d936927790a87ad009955078ed40562a3", "url": "https://github.com/Graphify-Labs/graphify" }, "purpose": "initial", "profile": { "model": "claude-haiku-5-5", "reasoning": "low" }, "fault": { "owner": null, "status": "resolved", "reason": null }, "fix_id": null, "verifies_run_id": null, "hosting": null, "operation_scope": "product operation", "tool_calls": 28, "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": "Apache-2.0", "repo_url": "https://github.com/Graphify-Labs/graphify", "cost_to_try": "free", "hardware": null, "what_failed": null, "local_or_hosted": "both", "cycle_checks": [ { "kind": "cycle", "claim": "Watch loop rebuilds the graph on code changes; one rebuild run by hand", "source": "graphify/watch.py", "input": " --no-cluster", "expected": "one rebuild pass writes graph.json", "command": " update --no-cluster", "schedule": "watch loop (debounced rebuild when files change)", "method": "run-once: graphify update on the same tree with no source edits (watch loop not started)", "verdict": "yes", "outcome": "Triggered one cycle by hand (run-once: graphify update on the same tree with no source edits (watch loop not started); normal trigger: watch loop (debounced rebuild when files change)): Re-extracting code files in (no LLM needed)...\n[graphify watch] 13 file(s) not classified (no supported extension or shebang), skipped: .dockerignore, .gitattributes, .gitignore, .gitkeep, CODEOWNERS, Dockerfile (+7 more)\n AST extraction: 28/28 uncached files (100%) [2 workers]\n[graphify watch] Rebuilt (no clustering): 22253 nodes, 47412 edges\n[graphify watch] graph.json updated in \nCode graph updated. For doc/paper/image changes run /graphify --update in your AI assistant.\nTip: set GEMINI_API_KEY or GOOGLE_API_KEY to use Gemini for semantic extraction.\n warning: 7 .sql file(s) contributed nothing to the graph because a dependency is missing: tree_sitter_sql not installed. Install it with: pip install \"graphifyy[sql]\" (#1745)\n warning: 1 .dm file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-dm not installed. Install it with: pip install \"graphifyy[dm]\" (#1745)\n warning: 1 .erl file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-language-pack not installed. Install it with: pip install \"graphifyy[erlang]\" (#1745)\n warning: 1 .lisp file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-commonlisp not installed. Install it with: pip install \"graphifyy[commonlisp]\" (#1745)\n warning: 1 .r file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-language-pack not installed. Install it with: pip install \"graphifyy[r]\" (#1745)\n warning: 1 .resource file(s) contributed nothing to the graph because a dependency is missing: robotframework not installed. Install it with: pip install \"graphifyy[robot]\" (#1745)\n warning: 1 .robot file(s) contributed nothing to the graph because a dependency is missing: robotframework not installed. Install it with: pip install \"graphifyy[robot]\" (#1745)\n warning: 1 .sol file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-solidity not installed. Install it with: pip install \"graphifyy[solidity]\" (#1745)\n warning: 1 .vb file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-vb-dotnet not installed. Install it with: pip install \"graphifyy[vbnet]\" (#1745)\n warning: 1 file(s) had syntax errors and may be partially extracted: tests/fixtures/sample.luau (first error at line 8, 4 symbol(s) extracted)\n warning: 26 code file(s) yielded no symbols (0.03 MB) \u2014 a data file, or source this extractor models no symbols for: graphify/exporters/__init__.py, graphify/manifest.py, pyproject.toml, tests/fixtures/cpp_samedir/plain.h, tests/fixtures/crate_a/Cargo.toml (+21 more)", "evidence": "Re-extracting code files in (no LLM needed)...\n[graphify watch] 13 file(s) not classified (no supported extension or shebang), skipped: .dockerignore, .gitattributes, .gitignore, .gitkeep, CODEOWNERS, Dockerfile (+7 more)\n AST extraction: 28/28 uncached files (100%) [2 workers]\n[graphify watch] Rebuilt (no clustering): 22253 nodes, 47412 edges\n[graphify watch] graph.json updated in \nCode graph updated. For doc/paper/image changes run /graphify --update in your AI assistant.\nTip: set GEMINI_API_KEY or GOOGLE_API_KEY to use Gemini for semantic extraction.\n warning: 7 .sql file(s) contributed nothing to the graph because a dependency is missing: tree_sitter_sql not installed. Install it with: pip install \"graphifyy[sql]\" (#1745)\n warning: 1 .dm file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-dm not installed. Install it with: pip install \"graphifyy[dm]\" (#1745)\n warning: 1 .erl file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-language-pack not installed. Install it with: pip install \"graphifyy[erlang]\" (#1745)\n warning: 1 .lisp file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-commonlisp not installed. Install it with: pip install \"graphifyy[commonlisp]\" (#1745)\n warning: 1 .r file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-language-pack not installed. Install it with: pip install \"graphifyy[r]\" (#1745)\n warning: 1 .resource file(s) contributed nothing to the graph because a dependency is missing: robotframework not installed. Install it with: pip install \"graphifyy[robot]\" (#1745)\n warning: 1 .robot file(s) contributed nothing to the graph because a dependency is missing: robotframework not installed. Install it with: pip install \"graphifyy[robot]\" (#1745)\n warning: 1 .sol file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-solidity not installed. Install it with: pip install \"graphifyy[solidity]\" (#1745)\n warning: 1 .vb file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-vb-dotnet not installed. Install it with: pip install \"graphifyy[vbnet]\" (#1745)\n warning: 1 file(s) had syntax errors and may be partially extracted: tests/fixtures/sample.luau (first error at line 8, 4 symbol(s) extracted)\n warning: 26 code file(s) yielded no symbols (0.03 MB) \u2014 a data file, or source this extractor models no symbols for: graphify/exporters/__init__.py, graphify/manifest.py, pyproject.toml, tests/fixtures/cpp_samedir/plain.h, tests/fixtures/crate_a/Cargo.toml (+21 more)", "returncode": 0 } ], "claims": [ { "kind": "claim", "claim": "Explain one concept from the graph", "source": "Ask a question, trace the path between two things, or explain one concept.", "input": "graphify/build.py::build_from_json", "expected": "Node explanation with source location and connections", "command": " explain graphify/build.py::build_from_json", "verdict": "yes", "outcome": "Real input produced the expected result: Node: build_from_json()", "evidence": "Node: build_from_json()\n ID: graphify_build_build_from_json\n Source: graphify/build.py L1153\n Type: code\n Community: 11\n Degree: 294\n\nConnections (294):\n <-- test_languages.py [imports] [EXTRACTED] tests/test_languages.py:L1593\n <-- test_extract.py [imports] [EXTRACTED] tests/test_extract.py:L9\n <-- _rebuild_code() [calls] [EXTRACTED] graphify/watch.py:L2355\n --> networkx [calls] [EXTRACTED] graphify/build.py:L1319\n --> re [calls] [EXTRACTED] graphify/build.py:L1249\n <-- cli.py [imports] [EXTRACTED] graphify/cli.py:L2437\n <-- dispatch_command() [calls] [EXTRACTED]", "returncode": 0, "source_checked": true, "source_file": "README.md" }, { "kind": "claim", "claim": "Query returns a scoped subgraph for a plain-language question", "source": "returns a scoped subgraph for a plain-language question", "input": "what connects extract to the graph?", "expected": "Subgraph listing the extract() node", "command": " query 'what connects extract to the graph?' --budget 800", "verdict": "yes", "outcome": "Real input produced the expected result: NODE extract()", "evidence": "NODE extract() [src=graphify/extract.py loc=L9219 community=12]\nNODE Graph [src= loc= community=85]\nNODE graph() [src=tests/test_cache_stale_import_target.py loc=L89 community=35]\nNODE test_cpp_cross_file_member_call_connects_with_relative_paths() [src=tests/test_cpp_objc_cross_file_calls.py loc=L45 community=306]\nNODE extract.py [src=graphify/extract.py loc=L1 community=2]\nNODE test_languages.py [src=tests/test_languages.py loc=L1 community=3]\nNODE test_extract.py [src=tests/test_extract.py loc=L1 community=4]\nNODE _rebuild_code() [src=graphify/watch.py loc=L1677 community=19]\nNODE _make_id()", "returncode": 0, "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "Offline code-only extraction builds the graph without an LLM", "source": "README.md Privacy: graphify extract runs fully offline with --code-only", "input": ". --code-only", "command": " extract . --code-only", "evidence": "ile(s) contributed nothing to the graph because a dependency is missing: robotframework not installed. Install it with: pip install \"graphifyy[robot]\" (#1745)\n warning: 1 .sol file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-solidity not installed. Install it with: pip install \"graphifyy[solidity]\" (#1745)\n warning: 1 .vb file(s) contributed nothing to the graph because a dependency is missing: tree-sitter-vb-dotnet not installed. Install it with: pip install \"graphifyy[vbnet]\" (#1745)\n[graphify] Pruned 8 node(s) from 8 deleted or excluded source file(s).", "deferred": false, "expected": "graph.json written with no LLM", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" }, { "kind": "example", "claim": "Path between two nodes (README common commands; undirected because no directed path exists)", "source": "README.md Common commands: graphify path", "input": "build_from_json to dispatch_command, undirected", "command": " path graphify/build.py::build_from_json graphify/cli.py::dispatch_command --undirected", "evidence": "Shortest path (1 hops):\n build_from_json() <--calls [EXTRACTED]-- dispatch_command()", "deferred": false, "expected": "Shortest path of 1 hop", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" }, { "kind": "example", "claim": "Repository test suite (CONTRIBUTING.md) run with the documented command", "source": "CONTRIBUTING.md: uv run pytest tests/ -q", "input": "", "command": "", "evidence": "Ran uv run --frozen pytest tests/ -q: 8240 passed, 213 skipped, 18 failed. 15 test_skillgen failures need git history blobs (not in depth-1 pinned fetch); 3 test_ext_tagged_id_clash failures need the optional sql extra (passes with --extra sql). Not replayed as an example.", "deferred": false, "expected": "documented command completes successfully", "verdict": "blocked", "outcome": "Ran uv run --frozen pytest tests/ -q: 8240 passed, 213 skipped, 18 failed. 15 test_skillgen failures need git history blobs (not in depth-1 pinned fetch); 3 test_ext_tagged_id_clash failures need the optional sql extra (passes with --extra sql). Not replayed as an example." } ], "does_what_it_says": "yes", "maintenance": { "last_commit_at": "2026-10-22T16:06:40Z", "commits_90d": 1240, "merged_prs_90d": 0, "open_issues": 719, "open_prs": 913, "reply_share": null, "reply_threads": 0, "median_reply_hours": null, "last_release_at": "2026-10-22T16:19:50Z", "archived": false, "verdict": "maintained", "note": "actively maintained: last commit 1 days ago; 1240 commits and 0 merged PRs in 90 days; 719 open issues, 913 open PRs; latest release 2026-10-22" }, "maintenance_verdict": "maintained", "maintenance_note": "actively maintained: last commit 1 days ago; 1240 commits and 0 merged PRs in 90 days; 719 open issues, 913 open PRs; latest release 2026-10-22", "maintained": "active", "maintained_note": "last commit 1 days ago; 4 open issues, 5 answered or closed", "last_commit_at": "2026-10-22T16:19:38Z", "last_release_at": "2026-10-22T16:19:50Z", "open_issues": 4, "answered_issues": 5, "platforms_claimed": [ "linux", "mac", "windows" ], "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": "2026-10-23T17:24:21.909510+00:00", "tested_commit": "c588b72d936927790a87ad009955078ed40562a3", "tested_with": { "agent": "claude-code", "agent_version": "2.1.300 (Claude Code)", "model": "claude-haiku-5-5", "model_route": "claude-haiku-5-5", "reasoning": "low", "os": "linux", "backend": "hyperv", "transport": "mcp-assigned-vm" }, "setup_identity": { "repo": "Graphify-Labs/graphify", "source": "https://github.com/Graphify-Labs/graphify", "commit": "c588b72d936927790a87ad009955078ed40562a3", "source_revision": null, "os": "linux", "architecture": null, "backend": "hyperv", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "agent_execution": "native_agent", "agent_runtime": "claude-code", "agent_runtime_version": "2.1.300 (Claude Code)", "tool_transport": "mcp-assigned-vm", "runtime": null, "runtime_version": null, "runtime_revision": null, "sandbox_source": null, "guest_setup": null, "source_pin": { "commit": "c588b72d936927790a87ad009955078ed40562a3", "url": "https://github.com/Graphify-Labs/graphify" }, "platform_details": { "os": "linux", "backend": "hyperv" }, "platform_conflicts": null, "reasoning": "low", "service_tier": null, "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "operation": "Build an offline code knowledge graph of the repository with graphify extract --code-only, then query it with graphify explain and graphify path", "operation_scope": "product operation", "hosting": null, "kind": "repo", "test_version": "readme-bdc1b9b3c0d2673aef87e076d14084a8123ddcf09d520c1ee2e364a37c3f4bb9", "evidence_version": null }, "other_model": null, "other_run_id": null, "models_agree": null, "furthest_model": null, "transcript_url": null, "report_url": "/reports/Graphify-Labs--graphify-claude-haiku-5-5-1792774248067187317.json" }