{
  "run_id": "phenobarbital--ai-parrot-claude-haiku-5-5-1793145239215635606",
  "date": "2026-10-28T00:08:05.713781+00:00",
  "repo": "phenobarbital/ai-parrot",
  "kind": "mcp",
  "source": "https://github.com/phenobarbital/ai-parrot",
  "commit": "5f59e1b7b9018f0075e1e7c720ac57d2aa1f3fe0",
  "model": "claude-haiku-5-5",
  "model_version": "claude-haiku-5-5",
  "test_version": "readme-9b11e017f7db97bd7176d7b7777c0ebe0d738342971577fffa3708ddf46e1dce",
  "pass": true,
  "outcome": "pass",
  "time_to_working_s": 753.008548843005,
  "total_s": 846.4981069564819,
  "steps": [
    "cd <guest-path> && pwd && ls -la && id -u && python3 --version && (git -C . rev-parse HEAD 2>&1 | head -1) && echo \"CDP=$CDP_URL\" && ls /inputs 2>&1 | head",
    "cd <guest-path> && wc -c README.md && head -c 6000 README.md",
    "cd <guest-path> && grep -n \"^## \\|^### \" README.md | head -80",
    "cd <guest-path> && sed -n '/^## Installation/,/^## Running as a Server/p' README.md | head -c 7500",
    "cd <guest-path> && sed -n '91,130p' README.md",
    "cd <guest-path> && sed -n '234,302p' README.md",
    "cd <guest-path> && grep -n -i \"python_requires\\|requires-python\\|python 3\\.\\|Python >=\\|python>=\" README.md packages/ai-parrot/pyproject.toml pyproject.toml | head; sed -n '584,603p' README.md",
    "mkdir -p <guest-path> && cd <guest-path> && (python3 -m venv <guest-path> 2>&1 || (sudo -n apt-get -o DPkg::Lock::Timeout=300 install -y python3.12-venv ><guest-path> 2>&1; python3 -m venv <guest-path>)) && <guest-path> --version && <guest-path> --version",
    "cd <guest-path> && timeout 3000 <guest-path> install -q ai-parrot > <guest-path> 2>&1; echo \"exit=$?\"; tail -c 2000 <guest-path>",
    "cd <guest-path> && sed -n '635,706p' README.md",
    "cd <guest-path> && timeout 3000 <guest-path> install -q . > <guest-path> 2>&1; echo \"exit=$?\"; tail -c 1500 <guest-path>; ls <guest-path> | grep -i parrot",
    "cd <guest-path> && sed -n '302,404p' README.md",
    "cd <guest-path> && sed -n '545,562p' README.md; <guest-path> --help 2>&1 | head -40",
    "cd <guest-path> && ls env && <guest-path> --help 2>&1 | tail -30",
    "cd <guest-path> && ls -la env; sed -n '60,95p' <guest-path>",
    "cd /tmp && grep -n \"def project_root\" -A25 <guest-path> | head -45",
    "mkdir -p <guest-path> && cd <guest-path> && export SITE_ROOT=<guest-path> && <guest-path> conf init --help 2>&1 | tail -20; echo ---; <guest-path> conf init 2>&1 | tail -15; echo \"exit=$?\"; find <guest-path> -maxdepth 3 | head -30",
    "ls <guest-path> | grep -i kardex; <guest-path> show kardex navconfig 2>&1 | grep -E \"Name|Version|Requires\"; grep -rn \"kardex\" <guest-path> <guest-path> | head",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && parrot conf init 2>&1 | tail -15; echo \"exit=${PIPESTATUS[0]}\"; find <guest-path> -maxdepth 3 | head -40",
    "cd <guest-path> && grep -rn \"navconfig\" packages/ai-parrot/pyproject.toml pyproject.toml | head; grep -rn \"kardex', 'create'\\|\\\"kardex\\\", \\\"create\\\"\\|'kardex'\" packages/ai-parrot/parrot --include=*.py | head -5",
    "cd <guest-path> && grep -n -A2 '^name = \"navconfig\"' uv.lock | head; grep -n -A2 '^name = \"kardex\"' uv.lock | head -4",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && kardex env create 2>&1 | tail -15; echo \"exit=${PIPESTATUS[0]}\"; find <guest-path> -maxdepth 3 | head -40",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && parrot --help 2>&1 | tail -30; echo ---; parrot mcp --help 2>&1 | tail -30",
    "cd <guest-path> && find packages -path \"*parrot/mcp*\" -name \"*.py\" | grep -i \"cli\\|server\" | head -20; ls packages/ai-parrot/src/parrot/mcp 2>/dev/null | head -30; grep -n \"parrot.mcp.cli\\|mcp.cli\" -r packages/ai-parrot/src --include=*.py | head -5",
    "cd <guest-path> && grep -n -A12 \"\\[project.scripts\\]\" packages/ai-parrot/pyproject.toml; grep -rn \"parrot.mcp.cli\\|mcp.cli\" packages/*/pyproject.toml packages/*/src --include=*.py --include=*.toml | head",
    "cd <guest-path> && ls cli; grep -n \"add_command\\<email>\\|def mcp\\|\\\"mcp\\\"\" cli/*.py | head -40; grep -n \"def \\|argparse\\|click\" mcp/local_cli.py | head -20",
    "cd <guest-path> && sed -n '95,135p' cli/__init__.py; sed -n '136,240p' mcp/local_cli.py | head -110",
    "cd <guest-path> && ls -la .parrot; cat .parrot/mcp-toolkits.yaml 2>/dev/null | head -60",
    "cd <guest-path> && sed -n '562,584p' README.md; sed -n '456,504p' README.md | head -60",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && parrot toolkits --help 2>&1 | tail -20; echo ---; cd <guest-path> && parrot mcp-local --list 2>&1 | tail -5; echo \"rc=${PIPESTATUS[0]}\"",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && parrot toolkits list 2>&1 | grep -v \"DEBUG\\|INFO\" | tail -40; echo \"rc=${PIPESTATUS[0]}\"; parrot toolkits install --help 2>&1 | tail -15",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && parrot toolkits install memory --host claude --yes 2>&1 | grep -v \"DEBUG\" | tail -20; echo \"rc=${PIPESTATUS[0]}\"; cat .parrot/mcp-toolkits.yaml 2>/dev/null",
    "cd <guest-path> && grep -n \"class WorkingMemoryToolkit\\|    async def \\|    def \" working_memory/tool.py 2>/dev/null | head -40 || grep -n \"    async def \" working_memory.py | head -30; ls | grep -i memory",
    "cd <guest-path> && sed -n '357,375p' tool.py; sed -n '631,652p' tool.py",
    "cd <guest-path> && sed -n '936,990p' tool.py",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && printf '%s\\n' '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"t\",\"version\":\"1\"}}}' '{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}' '{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/list\"}' | timeout 60 parrot mcp-local memory 2><guest-path> > <guest-path>; echo \"rc=$?\"; python3 -c \"\nimport json,sys\nfor line in open('<guest-path>'):\n    try: o=json.loads(line)\n    except Exception: continue\n    if o.get('id')==2:\n        for t in o['result']['tools']: print(t['name'], json.dumps(t.get('inputSchema',{}).get('properties',{}))[:200], t.get('inputSchema',{}).get('required'))\n\" ; tail -3 <guest-path>",
    "cd <guest-path> && timeout 3000 <guest-path> install -q . > <guest-path> 2>&1; echo \"exit=$?\"; tail -c 1500 <guest-path>",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && printf '%s\\n' '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"t\",\"version\":\"1\"}}}' '{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}' '{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/list\"}' | timeout 90 parrot mcp-local memory 2><guest-path> > <guest-path>; echo \"rc=$?\"; python3 -I -c \"\nimport json\nfor line in open('<guest-path>'):\n    try: o=json.loads(line)\n    except Exception: continue\n    if o.get('id')==2:\n        for t in o['result']['tools']: print(t['name'], list(t.get('inputSchema',{}).get('properties',{}).keys()), t.get('inputSchema',{}).get('required'))\n\"; tail -c 600 <guest-path>",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && printf '%s\\n' '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"t\",\"version\":\"1\"}}}' '{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}' '{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/call\",\"params\":{\"name\":\"wm_store_result\",\"arguments\":{\"key\":\"probe_note\",\"data\":\"parrot-probe-7341\"}}}' '{\"jsonrpc\":\"2.0\",\"id\":3,\"method\":\"tools/call\",\"params\":{\"name\":\"wm_get_result\",\"arguments\":{\"key\":\"probe_note\"}}}' | timeout 90 parrot mcp-local memory 2><guest-path> | python3 -I -c \"\nimport sys,json\nfor l in sys.stdin:\n    try: o=json.loads(l)\n    except Exception: continue\n    if o.get('id') in (2,3): print(o['id'], json.dumps(o)[:900])\n\"",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && parrot mcp --config server.yaml ><guest-path> 2>&1; echo \"mcp_rc=$?\"; tail -1 <guest-path>; parrot conf init ><guest-path> 2>&1; echo \"conf_rc=$?\"; grep -n \"invalid choice\" <guest-path> | head -2; cd <guest-path> && grep -rln \"\\-\\-once\\|\\-\\-now\\|run_once\" README.md packages/ai-parrot-server/src/parrot/scheduler 2>/dev/null | head; ls packages/ai-parrot-server/src/parrot/scheduler 2>/dev/null | head -20",
    "cd <guest-path> && grep -rn \"^def schedule\\|^class ScheduleType\\|def schedule(\" packages/*/src/parrot --include=*.py | head -5; grep -n \"    async def \\|    def \" packages/ai-parrot-server/src/parrot/scheduler/manager.py | head -40",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && parrot autonomous --help 2>&1 | grep -v DEBUG | tail -15; parrot autonomous create --help 2>&1 | grep -v DEBUG | tail -15",
    "cd <guest-path> && ls packages/*/src/parrot/autonomous/ packages/*/src/parrot/mcp/cli.py 2>&1 | head; ls packages/ai-parrot/src/parrot/autonomous 2>&1 | head -3",
    "cd <guest-path> && timeout 3000 <guest-path> install -q . > <guest-path> 2>&1; echo \"exit=$?\"; tail -c 1200 <guest-path>; cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && parrot mcp --help 2>&1 | grep -v DEBUG | tail -12; echo ---; parrot autonomous create --help 2>&1 | grep -v DEBUG | tail -12",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && parrot mcp serve --help 2>&1 | grep -v DEBUG | tail -25; echo ---; cd <guest-path> && find packages/ai-parrot-server/src/parrot/mcp -name \"*.yaml*\" | head; grep -rln \"server.yaml\\|mcp.*yaml\" packages/ai-parrot-server/src/parrot/mcp/*.py | head -5",
    "cd <guest-path> && grep -n \"yaml\\|\\.get(\\\"\\|\\[\\\"\" cli.py | head -60",
    "cd <guest-path> && sed -n '106,135p' cli.py",
    "cd <guest-path> && printf '%s\\n' 'name: parrot-memory-mcp' 'description: Parrot working memory over MCP' 'transport: stdio' 'tools:' '  - class: WorkingMemoryToolkit' '    module: parrot.tools.working_memory.tool' > server.yaml && cat server.yaml && export PATH=<guest-path> SITE_ROOT=<guest-path> && printf '%s\\n' '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"t\",\"version\":\"1\"}}}' '{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}' '{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/call\",\"params\":{\"name\":\"store_result\",\"arguments\":{\"key\":\"probe_note\",\"data\":\"parrot-probe-7341\"}}}' | timeout 120 parrot mcp --config server.yaml 2><guest-path> | head -c 1500; echo; echo \"rc=${PIPESTATUS[1]}\"; grep -v DEBUG <guest-path> | tail -5",
    "cd <guest-path> && grep -n \"MCPServer\\|server_config\\|transport\\|tools\" cli.py | head -40",
    "cd <guest-path> && grep -rn \"missing 'MCPServer'\" packages/ | head; grep -rn \"MCPServer:\" packages/ai-parrot*/src --include=*.py --include=*.yaml | head -5; grep -rn \"MCPServer\" README.md | head -5",
    "cd <guest-path> && sed -n 90,130p packages/ai-parrot-server/src/parrot/mcp/wrapper.py; grep -n \"config\" README.md | sed -n 1,20p",
    "cd <guest-path> && sed -n 130,150p packages/ai-parrot-server/src/parrot/mcp/wrapper.py",
    "cd <guest-path> && printf '%s\\n' 'MCPServer:' '  name: parrot-memory-mcp' '  transport: stdio' '  tools:' '    - WorkingMemoryToolkit' > server.yaml && export PATH=<guest-path> SITE_ROOT=<guest-path> && printf '%s\\n' '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"t\",\"version\":\"1\"}}}' '{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}' '{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/call\",\"params\":{\"name\":\"wm_store_result\",\"arguments\":{\"key\":\"probe_note\",\"data\":\"parrot-probe-7341\"}}}' | timeout 120 parrot mcp --config server.yaml 2><guest-path> > <guest-path>; echo \"rc=$?\"; head -c 1200 <guest-path>; echo; grep -v DEBUG <guest-path> | tail -4",
    "cd <guest-path> && sed -n 60,89p packages/ai-parrot-server/src/parrot/mcp/wrapper.py",
    "cd <guest-path> && printf '%s\\n' 'MCPServer:' '  name: parrot-calc-mcp' '  transport: stdio' '  tools:' '    - CalculatorTool' > server.yaml && export PATH=<guest-path> SITE_ROOT=<guest-path> && printf '%s\\n' '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"t\",\"version\":\"1\"}}}' '{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}' '{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/list\"}' | timeout 120 parrot mcp --config server.yaml 2><guest-path> > <guest-path>; echo \"rc=$?\"; grep -o '\"name\": *\"[^\"]*\"' <guest-path> | head; grep -i \"error\" <guest-path> | grep -v DEBUG | tail -3",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && python3 -c \"import sys,json;print(json.dumps(json.loads(open('<guest-path>').read().splitlines()[-1]),indent=1)[:800])\" 2>/dev/null || tail -c 900 <guest-path>",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && printf '%s\\n' '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolVersion\":\"2024-11-05\",\"capabilities\":{},\"clientInfo\":{\"name\":\"t\",\"version\":\"1\"}}}' '{\"jsonrpc\":\"2.0\",\"method\":\"notifications/initialized\"}' '{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/call\",\"params\":{\"name\":\"CalculatorTool\",\"arguments\":{\"operation\":\"mean\",\"values\":[2,4,9]}}}' | timeout 120 parrot mcp --config server.yaml 2><guest-path> > <guest-path>; echo \"rc=$?\"; tail -c 700 <guest-path>",
    "cd <guest-path> && export PATH=<guest-path> SITE_ROOT=<guest-path> && mkdir -p out && rm -f out/my_agent.py && timeout 120 parrot autonomous create --agent out/my_agent.py > <guest-path> 2>&1; echo \"rc=$?\"; tail -c 600 <guest-path>; echo; ls -la out/; head -c 600 out/my_agent.py 2>/dev/null",
    "cd <guest-path> && grep -n \"parrot mcp --config server.yaml\\|parrot autonomous create\\|parrot conf init\\|Initialize configuration directory\\|parrot setup\\|@schedule\" README.md | head -20; rm -f <guest-path>; ls -la <guest-path>; ls -la <guest-path> 2>/dev/null",
    "mkdir -p <guest-path> && cd <guest-path> && cat > probe.json <<'EOF'\n{\"kind\":\"mcp\",\"argv\":[\"<guest-path>\",\"mcp\",\"--config\",\"server.yaml\"],\"cwd\":\"<guest-path>\",\"env\":{\"SITE_ROOT\":\"<guest-path>\",\"PATH\":\"<guest-path>\"},\"tool\":\"CalculatorTool\",\"arguments\":{\"operation\":\"mean\",\"values\":[2,4,9]},\"expected_text\":\"'result': 5.0\"}\nEOF\ncat > claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"Start an MCP server from a YAML config\",\"source\":\"parrot mcp --config server.yaml\",\"input\":\"server.yaml with MCPServer.tools = CalculatorTool\",\"expected\":\"tool result with 'result': 5.0\",\"probe_kind\":\"mcp\",\"argv\":[\"<guest-path>\",\"mcp\",\"--config\",\"server.yaml\"],\"tool\":\"CalculatorTool\",\"arguments\":{\"operation\":\"mean\",\"values\":[2,4,9]},\"expected_text\":\"'result': 5.0\",\"cwd\":\"<guest-path>\",\"env\":{\"SITE_ROOT\":\"<guest-path>\",\"PATH\":\"<guest-path>\"}}]\nEOF\ncat > examples.json <<'EOF'\n[{\"kind\":\"example\",\"name\":\"autonomous create sample agent\",\"argv\":[\"<guest-path>\",\"autonomous\",\"create\",\"--agent\",\"out/my_agent.py\"],\"cwd\":\"<guest-path>\",\"env\":{\"SITE_ROOT\":\"<guest-path>\",\"PATH\":\"<guest-path>\"},\"output_directory\":\"out\",\"expected_file\":\"out/my_agent.py\",\"expected_text\":\"Sample AutonomousOrchestrator agent.\"}]\nEOF\ncat > cycles.json <<'EOF'\n[{\"kind\":\"cycle\",\"name\":\"scheduler @schedule trigger\",\"detected\":false,\"reason\":\"@schedule is registered via the scheduler manager and runs under aiohttp on_startup; no standalone CLI trigger was found, so no cycle was exercised.\"}]\nEOF\ncd <guest-path> && <env-var>=<guest-path> timeout 900 python3 -I <guest-path> --validate --replay > <guest-path> 2>&1; echo \"rc=$?\"; tail -c 2500 <guest-path>",
    "cd <guest-path> && cat > cycles.json <<'EOF'\n{\"kind\":\"cycle\",\"name\":\"scheduler @schedule trigger\",\"detected\":false,\"reason\":\"@schedule is registered via the scheduler manager and runs under aiohttp on_startup; no standalone CLI trigger was found, so no cycle was exercised.\"}\nEOF\ncd <guest-path> && <env-var>=<guest-path> timeout 900 python3 -I <guest-path> --validate --replay > <guest-path> 2>&1; echo \"rc=$?\"; grep -o '\"valid\": *[a-z]*' <guest-path> | head -3; grep -o '\"cycle_checks\": \\[[^]]*\\]' <guest-path> | head -c 600; echo; grep -o '\"outcome\": \"[^\"]*\"' <guest-path> | head -10; rm -rf <guest-path>; ls <guest-path>",
    "cd <guest-path> && cat > report.json <<'EOF'\n{\n  \"outcome\": \"partial\",\n  \"fault_owner\": \"product\",\n  \"operation\": \"Install ai-parrot from the pinned commit 5f59e1b7b9018f0075e1e7c720ac57d2aa1f3fe0 and run README CLI operations: parrot mcp --config server.yaml (MCP stdio tool call), parrot autonomous create --agent my_agent.py\",\n  \"operation_scope\": \"Local stdio MCP server and sample-agent scaffolding in a disposable VM; README Quick Start (needs OpenAI credentials), scheduler trigger, and make test were not run.\",\n  \"steps\": [\n    \"Created a Python 3.12.3 venv at <guest-path> (README requires >=3.11,<3.14) and installed ai-parrot from PyPI, then ai-parrot-tools and ai-parrot-server from the pinned source with pip.\",\n    \"Set SITE_ROOT=<guest-path> and scaffolded with kardex env create.\",\n    \"parrot conf init failed: navconfig 3.0.0 (pinned in uv.lock) rejects 'kardex create'. Used kardex env create as a workaround.\",\n    \"Ran parrot mcp-local memory and called wm_store_result; it returned preview parrot-probe-7341.\",\n    \"Wrote server.yaml with an MCPServer root key and ran parrot mcp --config server.yaml. WorkingMemoryToolkit failed to load because the loader only resolves parrot.tools.<name>. CalculatorTool loaded and tools/call returned 'result': 5.0.\",\n    \"Ran parrot autonomous create --agent out/my_agent.py; it wrote a sample agent file, verified by the checker replay.\",\n    \"Ran the checker with --validate --replay; valid=true.\"\n  ],\n  \"deviations\": [\n    \"Used pip instead of uv for installation.\",\n    \"parrot conf init does not work with the pinned navconfig 3.0.0; kardex env create was used instead.\",\n    \"The --config loader cannot load WorkingMemoryToolkit (module under parrot.tools.working_memory). The memory probe used parrot mcp-local instead, and the --config claim used CalculatorTool.\",\n    \"Did not run the README Quick Start (needs OpenAI credentials), the scheduler, or make test.\",\n    \"The autonomous example was verified by checker replay; the checker writes it to a suffixed fresh path.\"\n  ],\n  \"stuck_step\": \"parrot conf init (README Installation step); the command fails with exit code 2 and 'invalid choice: create'.\",\n  \"main_blocker\": \"parrot conf init calls kardex create, which navconfig 3.0.0 (pinned in uv.lock) does not provide.\",\n  \"plain_failure\": \"parrot conf init fails with exit 2: kardex: error: argument command: invalid choice: 'create' (choose from 'env', 'vault', 'log').\",\n  \"suggested_fix\": \"Change parrot conf init to call 'kardex env create' (or pin a navconfig version that provides 'kardex create'). Fix the --config loader to resolve toolkits under subpackages such as parrot.tools.working_memory.\"\n}\nEOF\npython3 -c \"import json;json.load(open('report.json'));print('ok')\"; ls -la <guest-path>; ls <guest-path> | head -30"
  ],
  "stuck_step": "parrot conf init (README Installation step); the command fails with exit code 2 and 'invalid choice: create'.",
  "error_excerpt": null,
  "what_it_did": "Install ai-parrot from the pinned commit 5f59e1b7b9018f0075e1e7c720ac57d2aa1f3fe0 and run README CLI operations: parrot mcp --config server.yaml (MCP stdio tool call), parrot autonomous create --agent my_agent.py",
  "suggested_fix": null,
  "tokens_in": 1914823,
  "tokens_out": 32425,
  "cost_usd": 0.05589003999999999,
  "usage_complete": true,
  "checks": [
    {
      "check": "operation",
      "status": "PASS",
      "details": {
        "working": true,
        "argv": [
          "<guest-path>",
          "mcp",
          "--config",
          "server.yaml"
        ],
        "kind": "mcp",
        "serverInfo": {
          "name": "parrot-calc-mcp",
          "version": "1.0.0",
          "description": "AI-Parrot Tools via MCP Protocol"
        },
        "tools": [
          "CalculatorTool"
        ],
        "tool_schema_bytes": 1269,
        "tool_result": {
          "content": [
            {
              "type": "text",
              "text": "{'status': 'success', 'result': 5.0, 'operation': 'mean', 'metadata': {'available_operations': ['correlation', 'mean', 'median', 'std', 'derivative', 'integrate']}}"
            }
          ],
          "isError": false
        },
        "tool_result_checked": true,
        "scope": "product operation"
      }
    }
  ],
  "safety": {
    "version": "z2x-1",
    "rules_version": "z2x-1",
    "summary": "Review signals: 2 download and execute, 33 hardcoded secret, 77 known vulnerability. 51 static matches retained as context.",
    "expected": "Reviewed as expected for a test run: attempted writes that failed, so nothing was written.",
    "findings": [
      {
        "kind": "download-and-execute",
        "count": 2,
        "note": "Source contains download and execute; review its purpose.",
        "location_count": 2
      },
      {
        "kind": "hardcoded-secret",
        "count": 33,
        "note": "Gitleaks found a possible hardcoded secret; value withheld.",
        "location_count": 19
      },
      {
        "kind": "known-vulnerability",
        "count": 77,
        "note": "OSV reports a known vulnerability in this dependency version.",
        "location_count": 16
      }
    ],
    "context": [
      {
        "kind": "hardcoded-secret",
        "count": 51,
        "note": "Gitleaks found a possible hardcoded secret; value withheld.",
        "location_count": 22
      }
    ],
    "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=phenobarbital--ai-parrot-claude-haiku-5-5-1793145239215635606",
    "evidence_file": "/data/safety/phenobarbital--ai-parrot-claude-haiku-5-5-1793145239215635606.json.gz"
  },
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    "disk_mib": 32768
  },
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    "backend": "hyperv",
    "os": "linux"
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  "source_pin": {
    "commit": "5f59e1b7b9018f0075e1e7c720ac57d2aa1f3fe0",
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  },
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  "profile": {
    "model": "claude-haiku-5-5",
    "reasoning": "low"
  },
  "fault": {
    "owner": "unknown",
    "status": "pending",
    "reason": "parrot conf init calls kardex create, which navconfig 3.0.0 (pinned in uv.lock) does not provide."
  },
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  "operation_scope": "product operation",
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  "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/phenobarbital/ai-parrot",
  "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": "@schedule is registered via the scheduler manager and runs under aiohttp on_startup; no standalone CLI trigger was found, so no cycle was exercised.",
      "evidence": "@schedule is registered via the scheduler manager and runs under aiohttp on_startup; no standalone CLI trigger was found, so no cycle was exercised.",
      "command": ""
    }
  ],
  "claims": [
    {
      "kind": "claim",
      "claim": "Start an MCP server from a YAML config",
      "source": "parrot mcp --config server.yaml",
      "input": "{\"tool\": \"CalculatorTool\", \"arguments\": {\"operation\": \"mean\", \"values\": [2, 4, 9]}}",
      "expected": "tool result with 'result': 5.0",
      "command": "<guest-path> mcp --config server.yaml tools/call {\"tool\": \"CalculatorTool\", \"arguments\": {\"operation\": \"mean\", \"values\": [2, 4, 9]}}",
      "verdict": "yes",
      "outcome": "Real input produced the expected result: 'result': 5.0",
      "evidence": "'result': 5.0, 'operation': 'mean', 'metadata': {'available_operations': ['correlation', 'mean', 'median', 'std', 'derivative', 'integrate']}}\"}], \"isError\": false}",
      "source_checked": true,
      "source_file": "README.md"
    }
  ],
  "claims_note": null,
  "example_checks": [
    {
      "kind": "example",
      "claim": null,
      "source": null,
      "input": "<guest-path> autonomous create --agent out/my_agent.py-checker-b6da0f48de064eadb1cfa80b57db3604",
      "command": "<guest-path> autonomous create --agent out/my_agent.py-checker-b6da0f48de064eadb1cfa80b57db3604",
      "evidence": " deprecated and no longer needed (FEAT-462).\n    # orchestrator.stop() flushes the final OTLP batch; an atexit hook is also\n    # registered as a safety net for non-orchestrated exits.\n    async def on_cleanup(_app: web.Application) -> None:\n        await orchestrator.stop()\n\n    app.on_cleanup.append(on_cleanup)\n\n    return app\n\n\n# ---------------------------------------------------------------------------\n# Development entry-point\n# ---------------------------------------------------------------------------\n\nif __name__ == \"__main__\":\n    web.run_app(create_app(), host=\"0.0.0.0\", port=8080)\n",
      "deferred": false,
      "expected": "documented command completes successfully",
      "returncode": 0,
      "verdict": "yes",
      "outcome": "command completed successfully"
    }
  ],
  "does_what_it_says": "yes",
  "maintenance": {
    "last_commit_at": "2026-10-27T19:10:06Z",
    "commits_90d": 13180,
    "merged_prs_90d": 726,
    "open_issues": 4,
    "open_prs": 10,
    "reply_share": null,
    "reply_threads": 0,
    "median_reply_hours": null,
    "last_release_at": "2026-10-27T19:28:06Z",
    "archived": false,
    "verdict": "maintained",
    "note": "actively maintained: last commit 0 days ago; 13180 commits and 726 merged PRs in 90 days; 4 open issues, 10 open PRs; latest release 2026-10-27"
  },
  "maintenance_verdict": "maintained",
  "maintenance_note": "actively maintained: last commit 0 days ago; 13180 commits and 726 merged PRs in 90 days; 4 open issues, 10 open PRs; latest release 2026-10-27",
  "maintained": "active",
  "maintained_note": "last commit 0 days ago",
  "last_commit_at": "2026-10-27T23:53:41Z",
  "last_release_at": "2026-10-27T19:28:06Z",
  "open_issues": null,
  "answered_issues": null,
  "platforms_claimed": [
    "linux"
  ],
  "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": 1,
    "schema_bytes": 1269,
    "tokens_approx": 318,
    "estimate_method": "ceil(compact UTF-8 tools/list JSON bytes / 4)",
    "scope": "returned tools/list page only; excludes client framing and tool results"
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  "tested_at": "2026-10-28T00:08:05.713781+00:00",
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  "tested_with": {
    "agent": "claude-code",
    "agent_version": "2.1.310 (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": "phenobarbital/ai-parrot",
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    "model": "claude-haiku-5-5",
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    "tool_transport": "mcp-assigned-vm",
    "runtime": null,
    "runtime_version": null,
    "runtime_revision": null,
    "sandbox_source": null,
    "guest_setup": null,
    "source_pin": {
      "commit": "5f59e1b7b9018f0075e1e7c720ac57d2aa1f3fe0",
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    },
    "platform_details": {
      "os": "linux",
      "backend": "hyperv"
    },
    "platform_conflicts": null,
    "reasoning": "low",
    "service_tier": null,
    "resources": {
      "cpus": 4,
      "memory_mib": 8192,
      "disk_mib": 32768
    },
    "operation": "Install ai-parrot from the pinned commit 5f59e1b7b9018f0075e1e7c720ac57d2aa1f3fe0 and run README CLI operations: parrot mcp --config server.yaml (MCP stdio tool call), parrot autonomous create --agent my_agent.py",
    "operation_scope": "product operation",
    "hosting": null,
    "kind": "mcp",
    "test_version": "readme-9b11e017f7db97bd7176d7b7777c0ebe0d738342971577fffa3708ddf46e1dce",
    "evidence_version": null
  },
  "other_model": null,
  "other_run_id": null,
  "models_agree": null,
  "furthest_model": null,
  "transcript_url": "/transcripts/phenobarbital--ai-parrot-claude-haiku-5-5-1793145239215635606.txt",
  "report_url": "/reports/phenobarbital--ai-parrot-claude-haiku-5-5-1793145239215635606.json"
}