state-alchemists / zrb

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 26 direkte und 181 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 207 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 1 tragen bekannte Advisories, davon 0 direkte.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

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          "headline": "Merge pull request #423 from state-alchemists/feat/use-pipx",
          "author_name": "Go Frendi Gunawan",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T17:52:00Z",
          "body_truncated": false,
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        },
        {
          "oid": "c41c3a182c00da826103269b03520da5e66dce9a",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry lock",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T17:48:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe6035e74befe3e0d3f2c6e4823f5582bdc06368",
          "body": null,
          "is_bot": false,
          "headline": "Bump new version",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T17:46:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9cfeeefa805d802d4b043c34db563123b1b50672",
          "body": null,
          "is_bot": false,
          "headline": "Update error message",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T17:45:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5afa8c85e1bbf58ea0c3089629a734aaccd60d3",
          "body": null,
          "is_bot": false,
          "headline": "Make black and isort optional",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T17:40:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32e81d111b2eba5cde853319c298ef149714a695",
          "body": "Convert format-code task from CmdTask to make_task with a Python\nfunction that checks if black and isort are on PATH before running\nthem. If either is missing, prints a [SYSTEM SUGGESTION] telling the\nuser how to install zrb[format] via pipx inject",
          "is_bot": false,
          "headline": "feat: check for black/isort before formatting, show install hint",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T17:21:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "273a897f3f0a008793d90263dc50954b05a7d97b",
          "body": "Neither black nor isort are imported as Python libraries in zrb's\ncodebase — they are only invoked as CLI subprocesses in the builtin\nformat task. Moving them to an optional [format] dependency group\nreduces the core install footprint by ~30MB.\n\nzrb task format users: pip install \"zrb[format]\" or\npipx install \"zrb[format]\" / pipx inject zrb \"zrb[format]\"",
          "is_bot": false,
          "headline": "refactor: move black and isort to optional [format] extra",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T17:13:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f903086cec0f1460ca5f540e4336bb6dcd6f0e2b",
          "body": "- Quick Start: pipx install zrb (with pipx install instructions)\n- Standard install: pipx as default, installation scripts already use pipx\n- Upgrade: pipx upgrade zrb\n- Uninstall: pipx uninstall zrb\n- Troubleshooting: pipx-focused solutions\n- llm-config: extras table updated to pipx install/inject commands\n- Android/Termux: adds pipx to apt install, uses pipx for zrb\n- Windows: manual section uses pipx instead of local-venv\n- macOS: brew install pipx + pipx ensurepath",
          "is_bot": false,
          "headline": "docs: switch primary recommendation from pip to pipx",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T17:05:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "403ada4014a35a856056ecf1b938f5a6e8041ba9",
          "body": "pipx warns that --python is ignored when --force is passed. Since we\nalready ran pipx uninstall, the venv is gone, so a plain pipx install\nwith --python creates a fresh venv with the correct interpreter.",
          "is_bot": false,
          "headline": "fix(install): remove --force flag on pipx install, uninstall already ran",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T16:48:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "992e44cde3c65a9348ac49d448059a3ea91908a2",
          "body": "- Change one-liner from WebClient.DownloadString to\n  DownloadData+UTF8.GetString to properly decode UTF-8 on\n  Windows PowerShell 5.1 (which otherwise decodes as Win-1252)\n- Restore emoji icons: > -> 🤖, [OK] -> ✅, [!] -> ⚠️\n- Restore box-drawing banner: +--+ -> ╔═╗ with em-dash\n- Update installation.md one-liner to match",
          "is_bot": false,
          "headline": "feat(install): make PS1 installer icons match SH installer",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T16:44:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "094eb4a4ba478e31aebd3784c7d0e67bd0d77d79",
          "body": "…xpression\n\n& zrb shell autocomplete powershell returns System.Object[] (array of\nstrings), but Invoke-Expression expects a single string. Wrap with\n-join \"`n\" to concatenate into one string before passing it.\n\nAlso auto-fixes existing profiles by replacing the broken line with the\ncorrect one on re-run.",
          "is_bot": false,
          "headline": "fix(install): join array output from zrb autocomplete before Invoke-E…",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T16:30:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2dbb01c4fe96fc2448c5cc37ee8feddced464aa",
          "body": "…e template\n\ncommand_exists is a helper defined inside the install script and not\navailable in the user's shell rc context. Use portable command -v\ninstead so the autocomplete block works in any shell without requiring\na pre-defined function.",
          "is_bot": false,
          "headline": "fix(install): use command -v instead of command_exists in autocomplet…",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T16:29:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c4f432a3ca0d917384ab749e8df07e445450825",
          "body": "…m PATH\n\nWhen pipx lives inside .local-venv/Scripts (common on Windows), the\nCleanup-LocalVenv step deletes both the directory and its PATH entry,\nmaking pipx unavailable for the subsequent LSP inject step.\n\nExtract Find-PipxPath helper that locates pipx.exe in the Python user\nScripts folder and add\n[…]\nt to the session PATH. Call it:\n- In Ensure-Pipx (after pip install --user pipx)\n- In Ensure-PipxPath (fallback when pipx is not on PATH)\n- After Cleanup-LocalVenv so pipx is available for pipx inject",
          "is_bot": false,
          "headline": "fix(install): re-discover pipx after Cleanup-LocalVenv removes it fro…",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T16:16:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d986e68dd5e995adce3d4fbd528253fce60c2736",
          "body": "pipx --force reuses the existing venv (--python is silently ignored).\npipx environment command may not exist on older pipx versions or output\nunexpected format, making the manual rm -rf unreliable.\n\nUse pipx uninstall zrb which cleanly removes the stale venv regardless\nof where pipx stores it, then pipx install creates a fresh venv with\n--python .",
          "is_bot": false,
          "headline": "fix(install): use pipx uninstall instead of manual rm -rf for stale venv",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:55:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5531c3ec5bad58cf449939631794104264bbcbaf",
          "body": "… effect\n\npipx --force reuses the existing venv (does not recreate it), so passing\n--python has no effect on an already-existing venv. The stale venv from\nPython 3.10 persists and zrb 1.x (the last version supporting 3.10) gets\ninstalled instead of 2.x.\n\nDelete /venvs/zrb before calling pipx install so a fresh venv\nis created with the correct Python version from --python.",
          "is_bot": false,
          "headline": "fix(install): delete stale pipx venv before install so --python takes…",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:51:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b38eff09bbe624bd34872168149ccfa1da8a9f6",
          "body": "…python\n\nOn Windows, /home/gofrendi/zrbY_CMD may be 'py' (the Python launcher), which is\nnot a real Python interpreter and cannot be passed to pipx --python.\nResolve it via 'import sys; print(sys.executable)' at the end of\nEnsure-Python so the path is available for Pipx-Install-Zrb.",
          "is_bot": false,
          "headline": "fix(install): resolve 'py' launcher to actual Python path for pipx --…",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:47:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bdd43107ef0095dfe6e85c6af814202a57f2e152",
          "body": "…thon version\n\npipx uses its own default Python to create package venvs, which may be\nPython 3.10 even when the script detected Python 3.14. zrb 2.x requires\nPython 3.11+ — installing with Python 3.10 pulls the old 1.x series.\n\nExtract pipx_install_zrb() helper that passes --python \"$PY_CMD\" to\npipx install, ensuring the venv is created with the verified Python.\nUpgrade path falls back to this helper on failure.",
          "is_bot": false,
          "headline": "fix(install): pass --python to pipx to avoid installing with wrong Py…",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:46:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17860c0d000c96dc19e9bdc11de12789d406de7d",
          "body": "PowerShell 5.1's 2> does not suppress native-command stderr when the\noutput is captured in a variable — the ErrorRecord bleeds through as an ugly\nerror message and (when =Stop was set) terminated the\nscript. The same issue persists with default Continue because the error is\nstill displayed to the us\n[…]\n Test-ZrbInPipx() helper that uses pipx list --json (which\noutputs nothing on stderr when no packages are installed) and parses the\nJSON for a 'zrb' venv entry. No stderr, no messages, no termination.",
          "is_bot": false,
          "headline": "fix(install): replace pipx list --short with pipx list --json in PS5.1",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:39:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "760db21f4643b825b1ad04dfa10f4394c2340f68",
          "body": "In PowerShell 5.1, =Stop treats native command stderr\nas a terminating error. pipx writes progress and warnings ('nothing has been\ninstalled with pipx') to stderr, so the script would terminate at the first\npipx command (pipx list --short) before installing anything.\n\nRemoving it restores default Co\n[…]\nedirects\nproperly suppress expected stderr, and no cmdlet in the script critically\ndepends on Stop to catch failures (Set-Content/New-Item/Remove-Item all\nuse -Force or -ErrorAction SilentlyContinue).",
          "is_bot": false,
          "headline": "fix(install): remove =Stop from install.ps1",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:36:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bf73c65419dfe802b628c0d5e86ad915accdd19a",
          "body": "Three issues found by testing the real install.sh:\n\n1. Stale pipx venv dir blocks reinstall: a previous failed pipx install\n   leaves ~/.local/pipx/venvs/zrb/ with no metadata. pipx list skips it,\n   but pipx install refuses ('already seems to be installed'). Fix:\n   always use --force on pipx insta\n[…]\n --user\n   when set. Also skip adding ~/.local/bin to PATH (already in venv PATH).\n\n4. pipx inject abort: LSP server install is optional but had no error\n   guard. Fix: || warn on failure (non-fatal).",
          "is_bot": false,
          "headline": "fix(install): handle stale pipx venv and virtualenv edge cases",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:31:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "303df1d89fc39000b3326f1e6af68aacdcc46e51",
          "body": "PowerShell -match defaults to single-line mode where ^ matches only\nstart-of-string. pipx list --short outputs one package per line, so\nzrb may not be on the first line. (?m) enables multiline mode so ^\nmatches after each newline, matching the bash grep behavior.",
          "is_bot": false,
          "headline": "fix(install): use multiline regex for pipx list check in install.ps1",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:27:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be888083e572fd0b96e15b6e8e8854786c09262d",
          "body": "…ebClient.DownloadString\n\n- WebClient.DownloadString on Windows PowerShell decodes UTF-8 as Windows-1252,\n  corrupting multi-byte characters. Any corrupted character spanning a newline\n  can eat the line break before '\"@', making here-string closers not at column 0.\n- Replace emoji (>, [OK], [!]), em dash (--), and box-drawing (ASCII art)\n- Already pure ASCII content cannot be mangled regardless of encoding mismatch",
          "is_bot": false,
          "headline": "Strip all non-ASCII from install.ps1 to fix encoding corruption via W…",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:25:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fdf4e8800dafa987cf908a3544f72736bdb97ed",
          "body": null,
          "is_bot": false,
          "headline": "Remove -q from pipx inject (not a pipx flag)",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:21:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "686111ed745663a8b489b16d367a889357073876",
          "body": "- PIP_PRE=1 avoids pipx argparse issues with values starting with '--'\n- Simplify install.ps1 last line to avoid quoting issues on Windows PowerShell",
          "is_bot": false,
          "headline": "Use PIP_PRE env var instead of --pip-args for pipx compatibility",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:18:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a09261cd2cb72c86072995b888aa1db99ec99b55",
          "body": null,
          "is_bot": false,
          "headline": "Update script",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T15:09:40Z",
          "body_truncated": false,
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        },
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          "oid": "e74911aa842461d693093109b681711cfd470572",
          "body": null,
          "is_bot": false,
          "headline": "Add local-venv removal",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-07T14:59:41Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "oid": "2bd5e53177e6f5e74e3aaa494f3c6c5fb1f51e71",
          "body": null,
          "is_bot": false,
          "headline": "Upgrade installation script",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
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          "body_truncated": false,
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        {
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          "body": "Defer Pydantic AI import",
          "is_bot": false,
          "headline": "Merge pull request #422 from state-alchemists/fix/defer-pydantic-ai",
          "author_name": "Go Frendi Gunawan",
          "author_login": "goFrendiAsgard",
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        },
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          "is_bot": false,
          "headline": "Update docs and changelog",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
          "committed_at": "2026-07-06T00:23:10Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "Defer pydantic AI import",
          "author_name": "gofrendi",
          "author_login": "goFrendiAsgard",
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        },
        {
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          "manifest": "pyproject.toml",
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                "key": "watchers",
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            "key": "community_health",
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            "note": null,
            "notes": [],
            "value": 40,
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              "readme_badges": null,
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                "key": "license",
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      {
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                "key": "fuzzing",
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                "key": "license",
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                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 207 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 207
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 2,
              "affected_packages": 1,
              "assessed_packages": 207,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 207,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 3
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 62,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "moderate",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 63,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.33,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 15979
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "33 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 17.6,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 33,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "pyrightconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "pyrightconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "pyrightconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 3164970,
              "source_files_sampled": 716,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (pyrightconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "pyrightconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/716 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 716,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "network-service",
        "mcp-server",
        "library"
      ],
      "scores": {
        "library": 6,
        "mcp-server": 7,
        "network-service": 8
      },
      "primary": "network-service",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "mcp-server",
          "source": "dep:mcp",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "network-service",
          "source": "dep:fastapi",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "network-service",
          "source": "dep:starlette",
          "weight": 4
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:zrb@2.51.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T10:05:49.728696Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/state-alchemists/zrb.svg",
  "full_name": "state-alchemists/zrb",
  "license_state": "absent",
  "license_spdx": null
}