Informe JSON sin procesar legible por máquina
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"oid": "d610f05955ee34cdaf9f1907c591a3f61c41f145",
"body": "Resolves medium-severity symlink-escape advisory in\nNestedSecretsSettingsSource. Transitive pin via uv.lock.",
"is_bot": false,
"headline": "fix(deps): bump pydantic-settings to 2.14.2 (GHSA-4xgf-cpjx-pc3j)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-26T01:12:11Z",
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"oid": "0d631137c96927510e4d8821729531823550a850",
"body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: release v1.6.1 (.env password b64 obfuscation)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-23T23:54:28Z",
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"oid": "46abf229b377701ebd61c4d130a6a856374bebca",
"body": "Ruff F401 — the test uses plain asserts, not pytest.raises.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: remove unused pytest import from b64 regression test",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-23T23:38:35Z",
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"oid": "9d0a026324c7621b126a047bf6aece726c1e08c8",
"body": "Plaintext *_PASSWORD values in ~/.<skill>/.env are rewritten to b64: on\nfirst load and decoded transparently at runtime, via python-dotenv's own\nparser so the stored secret never drifts (handles quotes, inline comments,\ntrailing whitespace, and passwords literally starting with b64:).\nObfuscation, not encryption — for real at-rest secrecy inject from a\nsecret manager. Adds a 10-case regression suite per skill.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: auto-obfuscate .env passwords to grep-safe b64 form",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-23T14:38:09Z",
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"oid": "d256110cbbf98d953c2c9fac31638842eb295916",
"body": "No skill code changes; aligns to v1.6.0 and picks up vmware-policy 1.6.0 governance upgrades.",
"is_bot": false,
"headline": "chore: v1.6.0 — family alignment + harness trust architecture",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-22T09:15:20Z",
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"oid": "10287773d6c55fe356509845cea3320b22ed682b",
"body": "No code changes. Aligns with the v1.5.39 family release (AIops snapshot-delete async +\nhonest-timeout fix; Storage datastore-browse timeout fix).",
"is_bot": false,
"headline": "chore: bump to v1.5.39 for family version alignment",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-22T00:35:20Z",
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"oid": "9dbdfce925492fbd21b9ddfa0bbbd540baabacbf",
"body": "…pendabot security alerts\n\nResolves all open Dependabot alerts (5 high / 4 medium / 5 low):\n- cryptography -> 49.0.0 (bundled OpenSSL vuln)\n- starlette -> 1.3.1 (SSRF/NTLM via UNC, form-limit bypass)\n- python-multipart -> 0.0.32 (quadratic querystring DoS, smuggling)\n- pyjwt -> 2.13.0 (public-key JWK as HMAC secret, algo bypass, DoS)",
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"headline": "chore: bump cryptography/starlette/python-multipart/pyjwt to patch De…",
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"committed_at": "2026-06-17T02:04:54Z",
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"oid": "69eea542868f776b72a9bb7c16523d66be2eb53d",
"body": "… MCP server (v1.5.38)",
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"headline": "fix: resource listing pagination (was capped at 500); refactor: split…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-12T06:30:31Z",
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"oid": "9bef509f18b681841f77fe12c9b5e9d2300807ab",
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"headline": "perf: liveness TTL cache; fix: ConnectionError hint + CLI conn cleanu…",
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"committed_at": "2026-06-12T01:49:00Z",
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"headline": "fix: complete error-translation coverage and add MCP parity tests (v1…",
"author_name": "Wei Zhou",
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"committed_at": "2026-06-11T23:03:42Z",
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"oid": "b0e53d7eff8884f05e95937ddc6c855fa2c54b91",
"body": "Family-wide security release. See RELEASE_NOTES.md for the per-skill detail.\nAligns all 11 packages back to a single version (1.5.35).",
"is_bot": false,
"headline": "fix: security hardening (v1.5.35)",
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"author_login": null,
"committed_at": "2026-06-10T00:16:33Z",
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"body": "…llow-up)\n\nGeneralizes the v1.5.33 health fix. Every by-id call crashed with a raw httpx\ntraceback on a bad UUID (404) or 5xx. The connection layer now wraps all\nnon-2xx/transport failures in AriaApiError with a remediation hint, retries\ntransient gateway statuses once, and re-issues the post-reauth request through\nthe same transport-error handling. is_alive() treats a booting 503 as alive.\n\nRelease v1.5.34.",
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"headline": "fix: translate all suite-api errors into teaching AriaApiError (#6 fo…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-09T15:01:43Z",
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"oid": "1a3ff8d37669da2afc5c98e89e9a3309ed6a6fed",
"body": "GET /deployment/node/status returns 503 when the node is not ONLINE; the\nhealth check now reports that as a structured OFFLINE result instead of\ncrashing with an httpx traceback. Non-503 errors still propagate.\n\nRelease v1.5.33.",
"is_bot": false,
"headline": "fix: health status survives 503 from offline node (#6)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-09T14:20:29Z",
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"headline": "chore: release v1.5.32",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-08T02:29:50Z",
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"oid": "e2002d9d720afa2bfa8bd5e4642b05a863a55b2c",
"body": "… capacity statKeys\n\n- Authorization header vRealizeOpsToken (OpsToken 401s on 8.6)\n- Alert fields: criticality←alertLevel, name←alertDefinitionName; symptoms via\n GET /alerts/contributingsymptoms; alertdefinitions severity from states[]\n- badges[] array parsing in list_resources/get_resource; topn\n[…]\n_definition/delete_report gained confirmed=False preview gates\n- safety test rewritten to assert the real 3-layer guard architecture\n- +23 shape regression tests; docs synced (README/SKILL/references)",
"is_bot": false,
"headline": "fix: 2nd-pass spec audit — auth header, Alert model fields, badges[],…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-08T02:15:28Z",
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"oid": "c5a10f42d006d0e53fea21ba768d87eb2681d909",
"body": "… report — 12 confirmed bugs + 6 invented endpoints)\n\n- get_resource_metrics: statKey string array, intervalQuantifier, stat-list parsing\n- get_top_consumers: GET /resources/stats/topn (was invented POST /resources/query/topn)\n- list_alerts: POST /alerts/query AlertQuery filtering (GET params were s\n[…]\nd)\n- new spec-conformance regression: every API call AST-checked against the official\n vROps 8.6 operation index (315 ops, tests/eval/spec/vrops86_operations.json)\n- 13 per-bug shape regression tests",
"is_bot": false,
"headline": "fix: rewrite API layer against official suite-api spec (external user…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-07T23:27:44Z",
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"oid": "247fb4499ccf2f82e7cf34eedbd716ccea0dfb1b",
"body": null,
"is_bot": false,
"headline": "docs: Glama TDQS tool description rewrite (v1.5.30)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-07T12:53:08Z",
"body_truncated": false,
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"oid": "78d6f79b53b000f7f4f951368e08326da3e8fe2c",
"body": "chore(deps): bump starlette from 1.0.0 to 1.0.1",
"is_bot": false,
"headline": "Merge pull request #5 from zw008/dependabot/uv/starlette-1.0.1",
"author_name": "wei zhou",
"author_login": "zw008",
"committed_at": "2026-06-07T07:23:29Z",
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"oid": "90b4e5decb2f8f54b879b75bcfe7a4ea651d0ae8",
"body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.0.0 to 1.0.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.0.0...1.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: starlette\n dependency-version: 1.0.1\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps): bump starlette from 1.0.0 to 1.0.1",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-04T17:32:13Z",
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"oid": "70a69bf1cb765dae834f369584f8a8f4b0a0eccf",
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"is_bot": false,
"headline": "release: v1.5.29 — family version alignment (no Aria-specific changes)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-29T02:14:31Z",
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"oid": "dec53819180727dca9d82e6045db680ed79933be",
"body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n dependency-version: '3.15'\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps): bump idna from 3.11 to 3.15 (#4)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-23T09:17:27Z",
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"oid": "e20e61a84557814acc64651b842ee5a3a7edf1c9",
"body": "…y (v1.5.28)\n\nUnder mcp 1.10-1.13 (Goose and some sandboxes pin these), FastMCP's\nTool.from_function calls issubclass(param.annotation, Context) without\nresolving forward refs. With 'from __future__ import annotations' all\nparameter annotations are strings, so issubclass(str, Context) raises\n'TypeEr\n[…]\nnts.\n\nThis release strips the future import from mcp_server/server.py in all\n8 affected skills (Harden never had it). Verified all tools list OK\nunder mcp 1.10 and mcp 1.14.\n\nCLAUDE.md 踩坑 #33 updated.",
"is_bot": false,
"headline": "fix: remove from __future__ import annotations in mcp_server/server.p…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-20T09:54:58Z",
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"oid": "f7674ff31cecd34d62bf26e6d8932f4bc8bbc087",
"body": "v1.5.26 fixed the PEP 604 root cause but kept requires-python = \">=3.11\",\nwhich blocked pip download / install on Python 3.10. The Optional[X] fix is\nwhat actually enables 3.10 compatibility; this release just stops blocking\n3.10 installs.\n\n- pyproject.toml: requires-python = \">=3.10\"\n (VMware-VKS was >=3.12, now also >=3.10 for family alignment)\n- <pkg>/cli.py mcp_cmd(): version guard triggers on < (3, 10)",
"is_bot": false,
"headline": "fix: v1.5.27 — loosen Python requirement to >= 3.10",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-20T06:54:29Z",
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"oid": "794cb340c49b0e1447f884cc80f59da44afb6987",
"body": "vmware-* MCP servers crashed at decorator time on Python 3.10 with\n\"subclass() arg 1 must be a class\". Triggered by a goose user (qwen3.6:27,\nPython 3.10) running vmware-aiops; the same bug existed in every family skill.\n\n- mcp_server/server.py: PEP 604 `X | None` → `Optional[X]` in tool signatures\n\n[…]\nguard against Python < 3.11 with a clear fix command.\n- pyproject.toml: mcp[cli]>=1.10,<2.0 (was >=1.0), so uv doesn't pick an\n ancient mcp with the same issubclass bug.\n\nFamily-wide bump to v1.5.26.",
"is_bot": false,
"headline": "fix: v1.5.26 — MCP server Python 3.10 compatibility (踩坑 #33)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-20T06:13:57Z",
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"oid": "f6b07ded2e54391122a0b459cd466533490d8ac2",
"body": "- README + references version-compat tables now include VCF 9.0 / 9.1\n- Added Official Broadcom References pointer (SDKs / xAPIs / Tools)\n- Per-skill specifics in RELEASE_NOTES.md\n\nFamily v1.5.23 alignment.",
"is_bot": false,
"headline": "docs: declare VCF 9.0 / 9.1 compatibility",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-19T02:54:25Z",
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"oid": "142bf5980148bad29a4fa483f1a05227b21409d1",
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"headline": "release: v1.5.22 — family alignment",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-08T23:23:02Z",
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"oid": "47f2b0cb1a735d6c63dbc48c182f0175410eb424",
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"headline": "release: v1.5.21 — family alignment + python-multipart 0.0.27",
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"committed_at": "2026-05-08T23:07:59Z",
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"oid": "e652a65f6c1ab7a108de5b1706b7f6decc87d512",
"body": "Bumps [python-multipart](https://github.com/Kludex/python-multipart) from 0.0.26 to 0.0.27.\n- [Release notes](https://github.com/Kludex/python-multipart/releases)\n- [Changelog](https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/Kludex/python-multipart/c\n[…]\nrt\n dependency-version: 0.0.27\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"headline": "chore(deps): bump python-multipart from 0.0.26 to 0.0.27 (#3)",
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"author_login": "dependabot[bot]",
"committed_at": "2026-05-08T22:51:20Z",
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"oid": "3b2a9e30f34a478dfd6c82b3653af3948be89fcc",
"body": "…idation",
"is_bot": false,
"headline": "release: v1.5.20 — add mcp-name marker for MCP Registry ownership val…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-08T22:29:15Z",
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"oid": "fa5daeb1150d503bba79a4ec14fbbff9f5939a50",
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"headline": "chore: family alignment v1.5.19 + py3.11",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-06T04:00:26Z",
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"oid": "597a42804b6f1ce6d7e2e3dabe9dcf4fe20024c5",
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"headline": "docs: add vmware-harden to skill routing table",
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"committed_at": "2026-05-04T20:12:15Z",
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"oid": "991f9d0b4dff28c14f3d5f3a577060a609f5c39f",
"body": "- Migrated dev deps to [dependency-groups] (PEP 735) for uniform\n `uv sync --group dev` across the family.\n- Added tests/eval/regression/test_release_blockers.py — 5 evals that\n catch the v1.5.x release blockers (missing mcp_server in wheel,\n unimported runtime names, Typer app load failure, module imports).\n- Family version bump.",
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"headline": "release: v1.5.18 — family alignment + tooling normalization",
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"oid": "40bbe8b4bf3657aa919790ebb8b449a81144412f",
"body": "No source changes in this skill. Tracks vmware-pilot v1.5.17 (review_workflow,\ninvestigate_alert, parallel_group) and vmware-policy v1.5.17 (L5 pattern\nmatcher integrated into @vmware_tool). Family version aligned across all\n10 repos.",
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"headline": "release: v1.5.17 — Family alignment",
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"committed_at": "2026-05-01T11:45:02Z",
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"oid": "ec04159d5cdeed19ed83a09544301a47641c057a",
"body": "Adapted from the Linkloud × addxai EHE framework articles. Adds 5-level\nautomation taxonomy (L1-L5) to capabilities.md across the family, encodes\nexpert judgment into Common Workflows pre-flight sections, and introduces\nthe causal-chain investigation protocol shared by aria/monitor/aiops.\nPilot architecture verified as v2-aligned; policy gains L5 PoC scaffolding.\n\nFamily version aligned: all 10 repos now at v1.5.16.",
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"headline": "release: v1.5.16 — Enterprise Harness Engineering alignment",
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"committed_at": "2026-05-01T03:28:19Z",
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"oid": "17e8ad1b388f5e06780164da74994d161d25ce66",
"body": "- New top-level CLI subcommand `<skill> mcp` starts the MCP server.\n Single command after `uv tool install` — no more uvx, no PyPI re-resolve,\n works behind corporate TLS proxies.\n- Default verify_ssl: true on new targets (was false). Self-signed cert\n environments must opt in explicitly with verify_ssl: false in config.yaml.\n- Docs and examples/mcp-configs/* switched to single-command form.\n- Legacy <skill>-mcp console script kept for backward compatibility.",
"is_bot": false,
"headline": "feat: v1.5.15 — single-command MCP entry point + verify_ssl default true",
"author_name": "wz",
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"committed_at": "2026-04-29T18:27:38Z",
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"oid": "a5985785a8146852c8f7a9297a9d169e33fe5d9f",
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"is_bot": false,
"headline": "fix: v1.5.14 — code review follow-up fixes (@yjs-2026)",
"author_name": "wz",
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"committed_at": "2026-04-21T12:07:37Z",
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"oid": "410841ad69ae562eb514ed6d24498da9b67cd872",
"body": null,
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"headline": "fix: v1.5.13 — code review bug fixes (2026-04-20 review)",
"author_name": "wz",
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"committed_at": "2026-04-21T06:21:25Z",
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"headline": "chore: bump to v1.5.12 — align with family (security fixes from @yjs-…",
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"committed_at": "2026-04-17T10:02:01Z",
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"oid": "117e8ccb331beed5573994f0dcf951bd0daa494c",
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"headline": "chore: bump to v1.5.11 - align with family",
"author_name": "wz",
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"committed_at": "2026-04-16T23:43:33Z",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"name": "pycparser",
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{
"name": "pydantic",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"name": "sse-starlette",
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{
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{
"name": "tomli",
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{
"name": "typing-extensions",
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{
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{
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{
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"collected": true,
"truncated": false,
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"avatar_url": "https://avatars.githubusercontent.com/u/10613299?v=4"
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],
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"has_tests": true,
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"linter_configs": [],
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"security_signals": {
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"scorecard": {
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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{
"name": "Branch-Protection",
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"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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{
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{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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{
"name": "Code-Review",
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"reason": "Found 0/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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{
"name": "Dangerous-Workflow",
"score": null,
"reason": "no workflows found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
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"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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{
"name": "Fuzzing",
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"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
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"reason": "license file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
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{
"name": "Packaging",
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"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
"name": "Pinned-Dependencies",
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
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"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
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"reason": "No tokens found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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],
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"ci_last_run_at": "2026-07-21T15:45:21Z",
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"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
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},
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"disabled_categories": [],
"disabled_components": {}
},
"source": {
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"host": "github.com",
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"metrics": {
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"key": "overall",
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"note": null,
"notes": [],
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"inputs": {
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"vitality": 85,
"community": 23,
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"components": []
},
"categories": [
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"metrics": [
{
"key": "development_activity",
"band": "good",
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"note": null,
"notes": [],
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{
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"status": "partial",
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{
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"detail": "95 commits in the last year",
"points": 17.8,
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{
"key": "openssf_scorecard_maintained",
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"points": 10,
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"details": [],
"max_points": 10
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]
},
{
"key": "release_discipline",
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"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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],
"value": 100,
"inputs": {
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"components": [
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"key": "ships_releases",
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{
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{
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"points": 27,
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"details": [
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{
"key": "openssf_scorecard_signed_releases",
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},
{
"key": "abandonment",
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"notes": [],
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"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
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"multiplier_pct": 100,
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"components": [
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],
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{
"key": "community",
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"name": "Community & Adoption",
"value": 23,
"weight": 0.18,
"metrics": [
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"key": "popularity",
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"note": null,
"notes": [],
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"stars": 1,
"watchers": 0,
"growth_state": "unverified",
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"components": [
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"points": 0,
"status": "missed",
"details": [
{
"code": "stars",
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}
],
"max_points": 60
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{
"key": "forks",
"name": "Forks",
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"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
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{
"key": "watchers",
"name": "Watchers",
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"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
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}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "critical",
"name": "Community health",
"note": null,
"notes": [],
"value": 25,
"inputs": {
"has_readme": true,
"has_license": false,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
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{
"key": "license",
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"points": 0,
"status": "missed",
"details": [
{
"code": "license_absent",
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{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 18
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{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "issue_template",
"name": "Issue template",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "pr_template",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
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},
{
"key": "ecosystem_adoption",
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"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
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{
"code": "weights_renormalized",
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"value": 57,
"inputs": {
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 2564
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"components": [
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"key": "monthly_downloads",
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"points": 45.5,
"status": "partial",
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"ecosystems": "pypi"
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}
],
"max_points": 80
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{
"key": "registry_dependents",
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"points": 0,
"status": "excluded",
"details": [
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],
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]
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],
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{
"key": "governance",
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"metrics": [
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"notes": [],
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"components": [
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"key": "bus_factor",
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"details": [
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{
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{
"key": "contributor_breadth",
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{
"key": "openssf_scorecard_contributors",
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]
},
{
"key": "responsiveness",
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"components": [
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"details": [
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"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "5/11 decided PRs merged",
"points": 17.4,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 5,
"decided": 11
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 53,
"inputs": {
"followers": 18,
"owner_type": "User",
"is_verified": null,
"owner_login": "zw008",
"public_repos": 32,
"account_age_days": 4201
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "18 followers of zw008",
"points": 9.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 18,
"login": "zw008"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "32 public repos, account ~11 yr old",
"points": 23.1,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 32
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"vmware-aria"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 1
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 1 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 1
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "66 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 66
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "at_risk",
"name": "Engineering Quality",
"value": 42,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 30,
"inputs": {
"has_ci": false,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
"agent-skills",
"ai-skill",
"aria",
"automation",
"claude-code",
"codex",
"gemini-cli",
"mcp",
"metrics",
"monitoring",
"vmware",
"vrops",
"vsphere"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "13 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 13
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 64,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, CI-Tests, Dangerous-Workflow, Packaging, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"ci_tests",
"dangerous_workflow",
"packaging",
"signed_releases",
"token_permissions"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 55,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 12,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 6,
"scorecard_aggregate": 5.5
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no workflows found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 5 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": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"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": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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": "excellent",
"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 50 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": 50
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 1,
"affected_packages": 1,
"assessed_packages": 50,
"unassessed_packages": 0,
"affected_by_severity": "high 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": "excellent",
"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": 50,
"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": "excellent",
"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"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"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": "at_risk",
"name": "AI Readiness",
"value": 48,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.967,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"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": "87 of 90 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 87,
"sampled": 90
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 46,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.032,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.053
},
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "3 of the last 95 commits agent-authored or agent-credited",
"points": 6.3,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
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"sampled": 95
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "5 of the last 95 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 5,
"sampled": 95
}
}
],
"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": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
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"largest_source_bytes": 45608,
"source_files_sampled": 57,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/57 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 57,
"oversized": 0
}
}
],
"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
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