{
  "run_id": "ruvnet--ruflo-claude-haiku-5-5-1792769377503064541",
  "date": "2026-10-23T15:41:19.695405+00:00",
  "repo": "ruvnet/ruflo",
  "kind": "mcp",
  "source": "https://github.com/ruvnet/ruflo",
  "commit": "88349655ebc2de8f9bf702aaf31d6be768e1ea11",
  "model": "claude-haiku-5-5",
  "model_version": "claude-haiku-5-5",
  "test_version": "readme-bdc1b9b3c0d2673aef87e076d14084a8123ddcf09d520c1ee2e364a37c3f4bb9",
  "pass": true,
  "outcome": "pass",
  "time_to_working_s": 616.9531254289905,
  "total_s": 702.1923189163208,
  "steps": [
    "cd <guest-path> && pwd && ls -la && id -u && python3 --version && git --version 2>/dev/null; ls /inputs 2>/dev/null; head -c 400 README.md 2>/dev/null",
    "cat /etc/os-release | head -3; which node npm uv pip3 2>&1; node --version 2>&1; ls <guest-path>",
    "cd <guest-path> && grep -n -i -E \"install|npx|node|requires|version\" README.md | head -80",
    "cd <guest-path> && sed -n 286,330p README.md; grep -n -i -E \"prerequisite|node\\.?js|node 20|node 18|>= ?[0-9]+\" README.md | head -20; grep -A3 '\"engines\"' package.json; ls v3/@claude-flow/cli 2>/dev/null | head; cat .coldpass/* 2>/dev/null | head -5",
    "sudo -n true && echo SUDO_OK; apt-cache policy nodejs 2>/dev/null | head -3; curl -sI https://deb.nodesource.com/ 2>&1 | head -1; env | grep -i proxy",
    "cd /tmp && (curl -fsSL https://deb.nodesource.com/setup_22.x -o /tmp/ns_setup.sh && sudo -E bash /tmp/ns_setup.sh && sudo apt-get install -y nodejs) > /tmp/node_install.log 2>&1; echo rc=$?; tail -5 /tmp/node_install.log; node --version; npm --version",
    "mkdir -p /tmp/ruflo-run && cd /tmp/ruflo-run && export NODE_USE_ENV_PROXY=1 && timeout 600 npx -y ruflo@latest --version > /tmp/ruflo_version.log 2>&1; echo rc=$?; tail -20 /tmp/ruflo_version.log",
    "cd /tmp/ruflo-run && export NODE_USE_ENV_PROXY=1 && { printf '%s\\n' '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"probe\",\"version\":\"1\"}}}' '{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}' '{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/list\"}'; sleep 20; } | timeout 90 npx -y ruflo@latest mcp start > /tmp/mcp_list.out 2>/tmp/mcp_list.err; echo rc=$?; python3 -c \"\nimport json,sys\nfor l in open('/tmp/mcp_list.out'):\n    try: d=json.loads(l)\n    except Exception: continue\n    if d.get('id')==2:\n        t=d['result']['tools']; print(len(t)); print([x['name'] for x in t][:60])\n    if d.get('id')==1: print('init ok', d['result']['serverInfo'])\n\"; tail -3 /tmp/mcp_list.err",
    "cd /tmp/ruflo-run && export NODE_USE_ENV_PROXY=1 && { printf '%s\\n' '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"probe\",\"version\":\"1\"}}}' '{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}' '{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/list\"}'; sleep 15; } | timeout 60 npx -y ruflo@latest mcp start 2>/dev/null > /tmp/mcp_list.out; python3 -c \"\nimport json\nfor l in open('/tmp/mcp_list.out'):\n    try: d=json.loads(l)\n    except Exception: continue\n    if d.get('id')==2:\n        for x in d['result']['tools']:\n            if x['name'] in ('memory_store','memory_retrieve'): print(json.dumps(x['inputSchema']))\n\"",
    "mkdir -p /tmp/mcpclient && cat > /tmp/mcpclient/call.py <<'EOF'\nimport json, subprocess, sys\n# usage: call.py <tool> <json-args>\ntool, args = sys.argv[1], json.loads(sys.argv[2])\nmsgs = [\n {\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"probe\",\"version\":\"1\"}}},\n {\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"},\n {\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/call\",\"params\":{\"name\":tool,\"arguments\":args}},\n]\ninp = \"\\n\".join(json.dumps(m) for m in msgs) + \"\\n\"\np = subprocess.run([\"npx\",\"-y\",\"ruflo@latest\",\"mcp\",\"start\"], input=inp, capture_output=True, text=True, timeout=240, cwd=\"/tmp/ruflo-run\", env={**__import__('os').environ, \"NODE_USE_ENV_PROXY\":\"1\"})\nfor l in p.stdout.splitlines():\n    try: d = json.loads(l)\n    except Exception: continue\n    if d.get(\"id\") == 2:\n        print(json.dumps(d, indent=1)[:3000])\nEOF\ncd /tmp/ruflo-run && timeout 300 python3 -I /tmp/mcpclient/call.py memory_store '{\"key\":\"coldpass-probe-key\",\"value\":\"coldpass-value-7731\",\"namespace\":\"coldpass\"}'; echo rc=$?",
    "cat > /tmp/mcpclient/call.py <<'EOF'\nimport json, subprocess, sys, os, time\ntool, args = sys.argv[1], json.loads(sys.argv[2])\nenv = {**os.environ, \"NODE_USE_ENV_PROXY\": \"1\"}\np = subprocess.Popen([\"npx\",\"-y\",\"ruflo@latest\",\"mcp\",\"start\"], stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, text=True, cwd=\"/tmp/ruflo-run\", env=env)\ndef send(m): p.stdin.write(json.dumps(m)+\"\\n\"); p.stdin.flush()\nsend({\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"probe\",\"version\":\"1\"}}})\nsend({\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"})\nsend({\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/call\",\"params\":{\"name\":tool,\"arguments\":args}})\nwhile True:\n    l = p.stdout.readline()\n    if not l: break\n    try: d = json.loads(l)\n    except Exception: continue\n    if d.get(\"id\") == 2:\n        print(json.dumps(d, indent=1)[:3000]); break\np.stdin.close(); p.wait(timeout=60)\nEOF\ncd /tmp/ruflo-run && timeout 400 python3 -I /tmp/mcpclient/call.py memory_store '{\"key\":\"coldpass-probe-key\",\"value\":\"coldpass-value-7731\",\"namespace\":\"coldpass\"}'; echo rc=$?",
    "cd /tmp/ruflo-run && timeout 400 python3 -I /tmp/mcpclient/call.py memory_retrieve '{\"key\":\"coldpass-probe-key\",\"namespace\":\"coldpass\"}'; echo rc=$?",
    "cd <guest-path> && grep -n -i -E \"cron|schedul|--once|--now|webhook|telemetry|loop\" README.md | head -30; cd /tmp/ruflo-run && export NODE_USE_ENV_PROXY=1 && timeout 300 npx -y ruflo@latest init --help 2>/dev/null | head -60",
    "mkdir -p /tmp/ruflo-init-demo && cd /tmp/ruflo-init-demo && export NODE_USE_ENV_PROXY=1 && timeout 600 npx -y ruflo@latest init --minimal --no-signup --no-skills-sh --no-global --skip-claude --no-plugin-install < /dev/null > /tmp/init.log 2>&1; echo rc=$?; tail -25 /tmp/init.log; ls -la /tmp/ruflo-init-demo",
    "cd /tmp/ruflo-init-demo && export NODE_USE_ENV_PROXY=1 && timeout 300 npx -y ruflo@latest daemon --help 2>/dev/null | head -40; timeout 120 npx -y ruflo@latest init check 2>/dev/null | tail -3",
    "cd /tmp/ruflo-init-demo && export NODE_USE_ENV_PROXY=1 && timeout 600 npx -y ruflo@latest daemon trigger -w audit > /tmp/trigger.log 2>&1; echo rc=$?; tail -15 /tmp/trigger.log; grep -rn \"trigger\" <guest-path> 2>/dev/null | head -5",
    "cd <guest-path> && mkdir -p .coldpass && cd /tmp/ruflo-run && NODE_USE_ENV_PROXY=1 timeout 300 python3 -I /tmp/mcpclient/call.py memory_store '{\"key\":\"coldpass-probe-key\",\"value\":\"coldpass-value-7731\",\"namespace\":\"coldpass\"}' | grep -o 'stored\\\\\\\\\": true' | head -1; cd <guest-path> && python3 -I - <<'EOF'\nimport json\nW=\"<guest-path>\"\nreadme=open(W+\"/README.md\",encoding=\"utf-8\").read()\nq1=\"Use NPX for Ruflo project setup and connect your client to the Ruflo MCP server.\"\nq2=\"remember across sessions\"\nfor q in (q1,q2): assert q in readme, q\nmcp_argv=[\"npx\",\"-y\",\"ruflo@latest\",\"mcp\",\"start\"]\nclaims=[\n {\"kind\":\"claim\",\"claim\":\"Ruflo works as an MCP server that clients can call tools on\",\n  \"source\":q1,\"input\":\"memory_store key coldpass-probe-key value coldpass-value-7731\",\n  \"expected\":\"store succeeds and returns the key\",\"probe_kind\":\"mcp\",\"argv\":mcp_argv,\n  \"tool\":\"memory_store\",\"arguments\":{\"key\":\"coldpass-probe-key\",\"value\":\"coldpass-value-7731\",\"namespace\":\"coldpass\"},\n  \"expected_text\":\"coldpass-probe-key\",\"cwd\":\"/tmp/ruflo-run\"},\n {\"kind\":\"claim\",\"claim\":\"Ruflo remembers values across sessions\",\n  \"source\":q2,\"input\":\"memory_retrieve key coldpass-probe-key namespace coldpass\",\n  \"expected\":\"the stored value is returned from a new server process\",\"probe_kind\":\"mcp\",\"argv\":mcp_argv,\n  \"tool\":\"memory_retrieve\",\"arguments\":{\"key\":\"coldpass-probe-key\",\"namespace\":\"coldpass\"},\n  \"expected_text\":\"coldpass-value-7731\",\"cwd\":\"/tmp/ruflo-run\"},\n]\nprobe={\"kind\":\"mcp\",\"argv\":mcp_argv,\"cwd\":\"/tmp/ruflo-run\",\"tool\":\"memory_retrieve\",\n \"arguments\":{\"key\":\"coldpass-probe-key\",\"namespace\":\"coldpass\"},\"expected_text\":\"coldpass-value-7731\"}\nexamples=[\n {\"kind\":\"example\",\"claim\":\"Quick non-interactive init sets up Ruflo in a project\",\n  \"source\":\"README.md CLI Install (npx ruflo@latest init); checked with init check\",\n  \"input\":\"init check in a project created by init --minimal\",\"expected\":\"project reports initialized\",\n  \"argv\":[\"npx\",\"-y\",\"ruflo@latest\",\"init\",\"check\"],\"cwd\":\"/tmp/ruflo-init-demo\",\"env\":{\"NODE_USE_ENV_PROXY\":\"1\"},\n  \"expected_text\":\"RuFlo is initialized\"},\n]\ncycles={\"detected\":True,\"checks\":[{\n \"claim\":\"Background worker can be triggered manually to run one cycle\",\n \"source\":\"v3/@claude-flow/cli/src/commands/daemon.ts\",\n \"quote\":\"description: 'Manually trigger a specific worker',\",\n \"schedule\":\"daemon background workers (no timer fired; manual trigger)\",\n \"method\":\"run-once via daemon trigger -w audit\",\n \"input\":\"-w audit\",\n \"expected\":\"audit worker runs once and prints its result\",\n \"kind\":\"cli\",\"argv\":[\"npx\",\"-y\",\"ruflo@latest\",\"daemon\",\"trigger\",\"-w\",\"audit\"],\n \"cwd\":\"/tmp/ruflo-init-demo\",\"expected_text\":\"Worker audit completed\"}]}\nsrc=open(W+\"/v3/@claude-flow/cli/src/commands/daemon.ts\",encoding=\"utf-8\").read()\nassert cycles[\"checks\"][0][\"quote\"] in src\njson.dump(claims,open(W+\"/.coldpass/claims.json\",\"w\"),indent=1)\njson.dump(probe,open(W+\"/.coldpass/probe.json\",\"w\"),indent=1)\njson.dump(examples,open(W+\"/.coldpass/examples.json\",\"w\"),indent=1)\njson.dump(cycles,open(W+\"/.coldpass/cycles.json\",\"w\"),indent=1)\nprint(\"written\")\nEOF\n<env-var>=<guest-path> python3 -I <guest-path> --validate --replay; echo rc=$?",
    "pgrep -af \"ruflo\" | grep -v pgrep | head; cd <guest-path> && mkdir -p .coldpass && python3 -I - <<'EOF'\nimport json\nr={\"outcome\":\"working\",\"fault_owner\":None,\n\"operation\":\"Start the Ruflo MCP server with npx and call its memory tools: store a value, then read it back from a new server process.\",\n\"operation_scope\":\"Linux Ubuntu 24.04, Node 22 (README requires >=20), npx ruflo@latest v3.59.17 from npm; offline checker replay of README claims, one manual daemon cycle; local SQLite memory store in /tmp/ruflo-run.\",\n\"steps\":[\n \"npx -y ruflo@latest --version\",\n \"npx -y ruflo@latest mcp start (stdio MCP server, tools/list returned 367 tools)\",\n \"tools/call memory_store key=coldpass-probe-key value=coldpass-value-7731 namespace=coldpass\",\n \"tools/call memory_retrieve key=coldpass-probe-key namespace=coldpass -> coldpass-value-7731\",\n \"npx -y ruflo@latest init --minimal --no-signup --no-skills-sh --no-global --skip-claude --no-plugin-install\",\n \"npx -y ruflo@latest init check\",\n \"npx -y ruflo@latest daemon trigger -w audit\"],\n\"deviations\":[\n \"Node/npm were not installed in the guest. Installed Node 22.23.4 with the NodeSource setup_22.x script and apt (sudo); README/package.json requires node >=20.\",\n \"Did not run the README one-line curl|bash installer or the interactive 'init wizard'; used the documented npx commands instead.\",\n \"Used init flags --no-signup --no-skills-sh --no-global --skip-claude --no-plugin-install to avoid signup, global ~/.claude writes, and plugin installs. init still enabled ruflo mods in the demo project's .claude/settings.json.\",\n \"npx-published package runs from /tmp/ruflo-run and /tmp/ruflo-init-demo (outside the checkout), not <guest-path>, as the task requires.\",\n \"Probe and claim commands assume the memory key stored during setup is still in /tmp/ruflo-run; memory_retrieve depends on that store.\",\n \"No browser, credentials or external network services were used; no servers were left running.\"],\n\"stuck_step\":None,\"main_blocker\":None,\"plain_failure\":None,\n\"suggested_fix\":None}\njson.dump(r,open(\"<guest-path>\",\"w\"),indent=1)\nprint(\"report written\")\nEOF\n<env-var>=<guest-path> python3 -I <guest-path> --validate --replay | python3 -c \"import json,sys; d=json.load(sys.stdin); print(d['valid'], d['problems'], d['replay']['status'])\"",
    "ls -la /inputs/coldpass-preflight.py 2>&1; [ -f /inputs/coldpass-preflight.py ] && <env-var>=<guest-path> python3 -I /inputs/coldpass-preflight.py --validate --replay | python3 -c \"import json,sys; d=json.load(sys.stdin); print(d.get('valid'), d.get('problems'), d.get('replay',{}).get('status'))\"",
    "cd <guest-path> && python3 -I - <<'EOF'\nimport json\np=\"<guest-path>\"\nr=json.load(open(p))\nr[\"deviations\"].append(\"/inputs/coldpass-preflight.py does not exist in this VM; the validation run used <guest-path> (the checker the task's validate command names), which reported valid=true and replay PASS.\")\njson.dump(r,open(p,\"w\"),indent=1)\nEOF\n<env-var>=<guest-path> python3 -I <guest-path> --validate --replay | python3 -c \"import json,sys; d=json.load(sys.stdin); print(d['valid'], d['problems'], d['replay']['status'])\"; ls -la .coldpass"
  ],
  "stuck_step": null,
  "error_excerpt": null,
  "what_it_did": "Start the Ruflo MCP server with npx and call its memory tools: store a value, then read it back from a new server process.",
  "suggested_fix": null,
  "tokens_in": 466180,
  "tokens_out": 15606,
  "cost_usd": 0.02049571,
  "usage_complete": true,
  "checks": [
    {
      "check": "operation",
      "status": "PASS",
      "details": {
        "working": true,
        "argv": [
          "npx",
          "-y",
          "ruflo@latest",
          "mcp",
          "start"
        ],
        "kind": "mcp",
        "serverInfo": {
          "name": "ruflo",
          "version": "3.0.0"
        },
        "tools": [
          "agent_spawn",
          "agent_execute",
          "agent_terminate",
          "agent_status",
          "agent_list",
          "agent_pool",
          "agent_health",
          "agent_update",
          "agent_logs",
          "swarm_init",
          "swarm_pheromone_update",
          "swarm_pheromone_status",
          "swarm_status",
          "swarm_shutdown",
          "swarm_health",
          "memory_store",
          "memory_retrieve",
          "memory_search",
          "memory_delete",
          "memory_list",
          "memory_stats",
          "memory_migrate",
          "memory_import_claude",
          "memory_bridge_status",
          "memory_search_unified",
          "memory_detailed-stats",
          "memory_cleanup",
          "memory_compress",
          "memory_export",
          "memory_import",
          "config_get",
          "config_set",
          "config_list",
          "config_reset",
          "config_export",
          "config_import",
          "hooks_intelligence_unified-stats",
          "hooks_teammate-idle",
          "hooks_task-completed",
          "hooks_pre-edit",
          "hooks_post-edit",
          "hooks_pre-command",
          "hooks_post-command",
          "hooks_route",
          "hooks_metrics",
          "hooks_list",
          "hooks_pre-task",
          "hooks_post-task",
          "hooks_explain",
          "hooks_pretrain",
          "hooks_build-agents",
          "hooks_transfer",
          "hooks_session-start",
          "hooks_session-end",
          "hooks_session-restore",
          "hooks_notify",
          "hooks_init",
          "hooks_intelligence",
          "hooks_intelligence-reset",
          "hooks_intelligence_trajectory-start",
          "hooks_intelligence_trajectory-step",
          "hooks_intelligence_trajectory-end",
          "hooks_intelligence_pattern-store",
          "hooks_intelligence_pattern-search",
          "hooks_intelligence_stats",
          "hooks_intelligence_learn",
          "hooks_intelligence_attention",
          "hooks_worker-list",
          "hooks_worker-dispatch",
          "hooks_worker-status",
          "hooks_worker-detect",
          "hooks_worker-cancel",
          "hooks_model-route",
          "hooks_model-outcome",
          "hooks_model-stats",
          "hooks_model-verify",
          "hooks_codemod",
          "task_create",
          "task_status",
          "task_list",
          "task_complete",
          "task_update",
          "task_assign",
          "task_cancel",
          "task_retry",
          "session_save",
          "session_restore",
          "session_list",
          "session_delete",
          "session_info",
          "session_current",
          "session_export",
          "session_import",
          "hive-mind_spawn",
          "hive-mind_init",
          "hive-mind_status",
          "hive-mind_join",
          "hive-mind_leave",
          "hive-mind_consensus",
          "hive-mind_broadcast",
          "hive-mind_shutdown",
          "hive-mind_memory",
          "hive-mind_optimize-memory",
          "workflow_run",
          "workflow_create",
          "workflow_execute",
          "workflow_status",
          "workflow_list",
          "workflow_pause",
          "workflow_resume",
          "workflow_cancel",
          "workflow_delete",
          "workflow_template",
          "workflow_stop",
          "workflow_validate",
          "analyze_diff",
          "analyze_diff-risk",
          "analyze_diff-classify",
          "analyze_diff-reviewers",
          "analyze_file-risk",
          "analyze_diff-stats",
          "progress_check",
          "progress_sync",
          "progress_summary",
          "progress_watch",
          "embeddings_init",
          "embeddings_generate",
          "embeddings_compare",
          "embeddings_search",
          "embeddings_neural",
          "embeddings_hyperbolic",
          "embeddings_status",
          "embeddings_rabitq_build",
          "embeddings_rabitq_search",
          "embeddings_rabitq_status",
          "claims_claim",
          "claims_release",
          "claims_handoff",
          "claims_accept-handoff",
          "claims_status",
          "claims_list",
          "claims_mark-stealable",
          "claims_steal",
          "claims_stealable",
          "claims_load",
          "claims_board",
          "claims_rebalance",
          "policy_evaluate",
          "policy_status",
          "aidefence_scan",
          "aidefence_analyze",
          "aidefence_stats",
          "aidefence_learn",
          "aidefence_is_safe",
          "aidefence_has_pii",
          "transfer_detect-pii",
          "transfer_ipfs-resolve",
          "transfer_store-search",
          "transfer_store-info",
          "transfer_store-download",
          "transfer_store-featured",
          "transfer_store-trending",
          "transfer_plugin-search",
          "transfer_plugin-info",
          "transfer_plugin-featured",
          "transfer_plugin-official",
          "system_status",
          "system_metrics",
          "system_health",
          "system_info",
          "system_reset",
          "mcp_status",
          "task_summary",
          "mcp_start",
          "mcp_stop",
          "terminal_create",
          "terminal_execute",
          "terminal_list",
          "terminal_close",
          "terminal_history",
          "neural_train",
          "neural_predict",
          "neural_patterns",
          "neural_compress",
          "neural_status",
          "neural_optimize",
          "performance_report",
          "performance_bottleneck",
          "performance_benchmark",
          "performance_profile",
          "performance_optimize",
          "performance_metrics",
          "github_repo_analyze",
          "github_pr_manage",
          "github_issue_track",
          "github_workflow",
          "github_metrics",
          "daa_agent_create",
          "daa_agent_adapt",
          "daa_workflow_create",
          "daa_workflow_execute",
          "daa_knowledge_share",
          "daa_learning_status",
          "daa_cognitive_pattern",
          "daa_performance_metrics",
          "coordination_topology",
          "coordination_load_balance",
          "coordination_sync",
          "coordination_node",
          "coordination_consensus",
          "coordination_orchestrate",
          "coordination_metrics",
          "browser_session_record",
          "browser_session_end",
          "browser_session_replay",
          "browser_template_apply",
          "browser_cookie_use",
          "browser_act",
          "agentdb_health",
          "agentdb_controllers",
          "agentdb_pattern-store",
          "agentdb_pattern-search",
          "agentdb_feedback",
          "agentdb_causal-edge",
          "agentdb_causal-edge-delete",
          "agentdb_causal-node-delete",
          "agentdb_route",
          "agentdb_session-start",
          "agentdb_session-end",
          "agentdb_hierarchical-store",
          "agentdb_hierarchical-recall",
          "agentdb_hierarchical-delete",
          "agentdb_consolidate",
          "agentdb_batch",
          "agentdb_context-synthesize",
          "agentdb_semantic-route",
          "agentdb_graph-query",
          "agentdb_graph-pathfinder",
          "ruvllm_status",
          "ruvllm_hnsw_create",
          "ruvllm_hnsw_add",
          "ruvllm_hnsw_route",
          "ruvllm_sona_create",
          "ruvllm_sona_adapt",
          "ruvllm_microlora_create",
          "ruvllm_microlora_adapt",
          "ruvllm_chat_format",
          "ruvllm_generate_config",
          "wasm_agent_create",
          "wasm_agent_prompt",
          "wasm_agent_tool",
          "wasm_agent_list",
          "wasm_agent_terminate",
          "wasm_agent_files",
          "wasm_agent_export",
          "wasm_gallery_list",
          "wasm_gallery_search",
          "wasm_gallery_create",
          "wasm_agent_compose",
          "wasm_agent_state",
          "wasm_agent_todos",
          "wasm_agent_tools",
          "wasm_agent_turn_count",
          "wasm_agent_is_stopped",
          "wasm_agent_reset",
          "wasm_gallery_load_rvf",
          "wasm_gallery_configure",
          "wasm_gallery_categories",
          "wasm_gallery_list_by_category",
          "wasm_gallery_add_custom",
          "wasm_gallery_remove_custom",
          "wasm_gallery_import",
          "wasm_gallery_export",
          "wasm_gallery_active",
          "wasm_gallery_config",
          "managed_agent_create",
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          "guidance_capabilities",
          "guidance_recommend",
          "guidance_discover",
          "guidance_workflow",
          "guidance_quickref",
          "autopilot_status",
          "autopilot_enable",
          "autopilot_disable",
          "autopilot_config",
          "autopilot_reset",
          "autopilot_log",
          "autopilot_progress",
          "autopilot_learn",
          "autopilot_history",
          "autopilot_predict",
          "hooks_coverage-route",
          "hooks_coverage-suggest",
          "hooks_coverage-gaps",
          "metaharness_score",
          "metaharness_genome",
          "metaharness_mcp_scan",
          "metaharness_threat_model",
          "metaharness_oia_audit",
          "metaharness_audit_list",
          "metaharness_similarity",
          "metaharness_drift_from_history",
          "metaharness_audit_trend",
          "metaharness_evolve",
          "metaharness_security_bench",
          "metaharness_bench",
          "metaharness_redblue",
          "metaharness_learn",
          "metaharness_gepa",
          "metaharness_flywheel",
          "agenticow_branch",
          "agenticow_ingest",
          "agenticow_query",
          "agenticow_diff",
          "agenticow_lineage",
          "agenticow_status",
          "agenticow_checkpoint",
          "agenticow_rollback",
          "agenticow_promote",
          "agenticow_speculate",
          "federation_bbs_register",
          "federation_bbs_publish",
          "federation_bbs_watch",
          "federation_bbs_human_join",
          "federation_bbs_identity",
          "federation_bbs_peer_add",
          "federation_bbs_peers",
          "federation_bbs_serve",
          "federation_bbs_sync",
          "x_federation_sync",
          "x_federation_roster",
          "x_federation_claims",
          "x_federation_registry",
          "x_federation_publish",
          "x_federation_invite_mint",
          "x_federation_admit",
          "seraphina_guidance",
          "x_federation_join",
          "x_federation_channel_create",
          "x_federation_channel_grant",
          "x_federation_channel_accept",
          "x_federation_channel_publish",
          "x_federation_channel_read",
          "x_federation_channel_list",
          "business_pod_validate",
          "business_pod_route_backend",
          "http_fetch",
          "mission_create",
          "mission_plan",
          "mission_get",
          "mission_events",
          "mission_request_action",
          "team_create",
          "team_spawn",
          "team_send",
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        ],
        "tool_schema_bytes": 278207,
        "tool_result": {
          "content": [
            {
              "type": "text",
              "text": "{\n  \"key\": \"coldpass-probe-key\",\n  \"namespace\": \"coldpass\",\n  \"value\": \"coldpass-value-7731\",\n  \"tags\": [],\n  \"storedAt\": 1792770016848,\n  \"updatedAt\": 1792770016886,\n  \"accessCount\": 2,\n  \"hasEmbedding\": true,\n  \"found\": true,\n  \"backend\": \"sqlite (bridge, brute-force cosine)\"\n}"
            }
          ],
          "isError": false
        },
        "tool_result_checked": true,
        "scope": "product operation"
      }
    }
  ],
  "safety": {
    "version": "z2x-1",
    "rules_version": "z2x-1",
    "summary": "Review signals: 14 download and execute, 10 hardcoded secret, 1640 known vulnerability. 130 static matches retained as context.",
    "findings": [
      {
        "kind": "download-and-execute",
        "count": 14,
        "note": "Source contains download and execute; review its purpose.",
        "location_count": 4
      },
      {
        "kind": "hardcoded-secret",
        "count": 10,
        "note": "Gitleaks found a possible hardcoded secret; value withheld.",
        "location_count": 10
      },
      {
        "kind": "known-vulnerability",
        "count": 1003,
        "note": "OSV reports a known vulnerability in this dependency version.",
        "location_count": 85
      }
    ],
    "context": [
      {
        "kind": "download-and-execute",
        "count": 29,
        "note": "Source contains download and execute; review its purpose.",
        "location_count": 11
      },
      {
        "kind": "encoded-execution",
        "count": 3,
        "note": "Source contains encoded execution; review its purpose.",
        "location_count": 3
      },
      {
        "kind": "hardcoded-secret",
        "count": 95,
        "note": "Gitleaks found a possible hardcoded secret; value withheld.",
        "location_count": 60
      }
    ],
    "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=ruvnet--ruflo-claude-haiku-5-5-1792769377503064541",
    "evidence_file": "/data/safety/ruvnet--ruflo-claude-haiku-5-5-1792769377503064541.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": 20,
  "native_bundle": null,
  "architecture": null,
  "backend": "hyperv",
  "platform_details": {
    "backend": "hyperv",
    "os": "linux"
  },
  "platform_conflicts": null,
  "sandbox_source": null,
  "source_pin": {
    "commit": "88349655ebc2de8f9bf702aaf31d6be768e1ea11",
    "url": "https://github.com/ruvnet/ruflo"
  },
  "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": 20,
  "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": "local",
  "needs": [],
  "needs_which": null,
  "agent_interface": [
    "mcp"
  ],
  "license": "MIT",
  "repo_url": "https://github.com/ruvnet/ruflo",
  "cost_to_try": "free",
  "hardware": "GPU",
  "what_failed": null,
  "local_or_hosted": "local",
  "cycle_checks": [
    {
      "kind": "cycle",
      "claim": "Background worker can be triggered manually to run one cycle",
      "source": "v3/@claude-flow/cli/src/commands/daemon.ts",
      "input": "-w audit",
      "expected": "audit worker runs once and prints its result",
      "command": "npx -y ruflo@latest daemon trigger -w audit",
      "schedule": "daemon background workers (no timer fired; manual trigger)",
      "method": "run-once via daemon trigger -w audit",
      "verdict": "yes",
      "outcome": "Triggered one cycle by hand (run-once via daemon trigger -w audit; normal trigger: daemon background workers (no timer fired; manual trigger)): Worker audit completed in 8ms\n\nOutput\n{\n  \"timestamp\": \"2026-10-23T15:40:48.902Z\",\n  \"mode\": \"local\",\n  \"checks\": {\n    \"envFilesProtected\": true,\n    \"gitIgnoreExists\": true,\n    \"noHardcodedSecrets\": true\n  },\n  \"riskLevel\": \"low\",\n  \"recommendations\": [],\n  \"note\": \"Install Claude Code CLI for AI-powered security analysis\"\n}\nTransformers.js loaded: Xenova/all-MiniLM-L6-v2",
      "evidence": "Worker audit completed in 8ms\n\nOutput\n{\n  \"timestamp\": \"2026-10-23T15:40:48.902Z\",\n  \"mode\": \"local\",\n  \"checks\": {\n    \"envFilesProtected\": true,\n    \"gitIgnoreExists\": true,\n    \"noHardcodedSecrets\": true\n  },\n  \"riskLevel\": \"low\",\n  \"recommendations\": [],\n  \"note\": \"Install Claude Code CLI for AI-powered security analysis\"\n}\nTransformers.js loaded: Xenova/all-MiniLM-L6-v2",
      "returncode": 0
    }
  ],
  "claims": [
    {
      "kind": "claim",
      "claim": "Ruflo works as an MCP server that clients can call tools on",
      "source": "Use NPX for Ruflo project setup and connect your client to the Ruflo MCP server.",
      "input": "{\"tool\": \"memory_store\", \"arguments\": {\"key\": \"coldpass-probe-key\", \"value\": \"coldpass-value-7731\", \"namespace\": \"coldpass\"}}",
      "expected": "store succeeds and returns the key",
      "command": "npx -y ruflo@latest mcp start tools/call {\"tool\": \"memory_store\", \"arguments\": {\"key\": \"coldpass-probe-key\", \"value\": \"coldpass-value-7731\", \"namespace\": \"coldpass\"}}",
      "verdict": "yes",
      "outcome": "Real input produced the expected result: coldpass-probe-key",
      "evidence": "coldpass-probe-key\\\",\\n  \\\"namespace\\\": \\\"coldpass\\\",\\n  \\\"stored\\\": true,\\n  \\\"storedAt\\\": \\\"2026-10-23T15:40:41.682Z\\\",\\n  \\\"hasEmbedding\\\": true,\\n  \\\"embeddingDimensions\\\": 384,\\n  \\\"provenanceType\\\": \\\"unknown\\\",\\n  \\\"backend\\\": \\\"sqlite (bridge, brute-force cosine)\\\",\\n  \\\"storeTime\\\": \\\"1062.92ms\\\"\\n}\"}], \"isError\": false}",
      "source_checked": true,
      "source_file": "README.md"
    },
    {
      "kind": "claim",
      "claim": "Ruflo remembers values across sessions",
      "source": "remember across sessions",
      "input": "{\"tool\": \"memory_retrieve\", \"arguments\": {\"key\": \"coldpass-probe-key\", \"namespace\": \"coldpass\"}}",
      "expected": "the stored value is returned from a new server process",
      "command": "npx -y ruflo@latest mcp start tools/call {\"tool\": \"memory_retrieve\", \"arguments\": {\"key\": \"coldpass-probe-key\", \"namespace\": \"coldpass\"}}",
      "verdict": "yes",
      "outcome": "Real input produced the expected result: coldpass-value-7731",
      "evidence": "coldpass-value-7731\\\",\\n  \\\"tags\\\": [],\\n  \\\"storedAt\\\": 1792770041640,\\n  \\\"updatedAt\\\": 1792770041678,\\n  \\\"accessCount\\\": 1,\\n  \\\"hasEmbedding\\\": true,\\n  \\\"found\\\": true,\\n  \\\"backend\\\": \\\"sqlite (bridge, brute-force cosine)\\\"\\n}\"}], \"isError\": false}",
      "source_checked": true,
      "source_file": "README.md"
    }
  ],
  "claims_note": null,
  "example_checks": [
    {
      "kind": "example",
      "claim": "Quick non-interactive init sets up Ruflo in a project",
      "source": "README.md CLI Install (npx ruflo@latest init); checked with init check",
      "input": "init check in a project created by init --minimal",
      "command": "npx -y ruflo@latest init check",
      "evidence": "[OK] RuFlo is initialized\n[INFO]   V3 Runtime: .claude-flow/config.yaml",
      "deferred": false,
      "expected": "project reports initialized",
      "returncode": 0,
      "verdict": "yes",
      "outcome": "command completed successfully"
    }
  ],
  "does_what_it_says": "yes",
  "maintenance": {
    "last_commit_at": "2026-10-23T13:59:23Z",
    "commits_90d": 2633,
    "merged_prs_90d": 880,
    "open_issues": 657,
    "open_prs": 313,
    "reply_share": null,
    "reply_threads": 0,
    "median_reply_hours": null,
    "last_release_at": "2026-10-22T13:28:58Z",
    "archived": false,
    "verdict": "maintained",
    "note": "actively maintained: last commit 0 days ago; 2633 commits and 880 merged PRs in 90 days; 657 open issues, 313 open PRs; latest release 2026-10-22"
  },
  "maintenance_verdict": "maintained",
  "maintenance_note": "actively maintained: last commit 0 days ago; 2633 commits and 880 merged PRs in 90 days; 657 open issues, 313 open PRs; latest release 2026-10-22",
  "maintained": "active",
  "maintained_note": "last commit 0 days ago; 2 open issues, 4 answered or closed",
  "last_commit_at": "2026-10-23T15:24:43Z",
  "last_release_at": "2026-10-22T13:28:58Z",
  "open_issues": 2,
  "answered_issues": 4,
  "platforms_claimed": [
    "linux",
    "mac",
    "windows"
  ],
  "topic": "mcp-server",
  "agent_interfaces": [
    {
      "interface": "mcp",
      "evidence": "independent checker",
      "observed": true,
      "operation_checked": true
    },
    {
      "interface": "cli",
      "evidence": "README metadata",
      "observed": false,
      "operation_checked": false
    }
  ],
  "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": {
    "tool_count": 367,
    "schema_bytes": 278207,
    "tokens_approx": 69552,
    "estimate_method": "ceil(compact UTF-8 tools/list JSON bytes / 4)",
    "scope": "returned tools/list page only; excludes client framing and tool results"
  },
  "tested_at": "2026-10-23T15:41:19.695405+00:00",
  "tested_commit": "88349655ebc2de8f9bf702aaf31d6be768e1ea11",
  "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": "ruvnet/ruflo",
    "source": "https://github.com/ruvnet/ruflo",
    "commit": "88349655ebc2de8f9bf702aaf31d6be768e1ea11",
    "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": "88349655ebc2de8f9bf702aaf31d6be768e1ea11",
      "url": "https://github.com/ruvnet/ruflo"
    },
    "platform_details": {
      "os": "linux",
      "backend": "hyperv"
    },
    "platform_conflicts": null,
    "reasoning": "low",
    "service_tier": null,
    "resources": {
      "cpus": 2,
      "memory_mib": 4096,
      "disk_mib": 32768
    },
    "operation": "Start the Ruflo MCP server with npx and call its memory tools: store a value, then read it back from a new server process.",
    "operation_scope": "product operation",
    "hosting": null,
    "kind": "mcp",
    "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/ruvnet--ruflo-claude-haiku-5-5-1792769377503064541.json"
}
