mlco2 / codecarbon

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

每个点涵盖 6 天。

来自 GitHub 依赖图的完整解析依赖集合：77 个直接依赖与 539 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

安装 pypi:codecarbon@3.2.9 会引入 38 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

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          "headline": "Merge pull request #1264 from vishali-mp/perf/issue-gpu-heavyweight-c…",
          "author_name": "Benoît Courty",
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          "body": "Covers all guard conditions in the monitoring loop:\n- gpu_index is None → entry skipped\n- gpu_index not in monitored set → entry skipped\n- gpu_utilization key missing → entry skipped\n- empty list from get_gpu_utilization_list() → nothing collected",
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          "body": "_get_gpu_details makes 8 NVML calls per GPU (memory, temperature, power,\nenergy, utilization, compute mode, compute processes, graphics processes)\nbut _monitor_power only consumes gpu_index and gpu_utilization.\n\nAdd get_gpu_utilization_lightweight() which makes 1 NVML call per GPU\n(nvmlDeviceGetUtil\n[…]\ning cycle from 8 to 1 per GPU — on an\n8-GPU system that's 56 fewer NVML calls per second (64 → 8).\n\nget_gpu_details() is preserved unchanged for measure_power_and_energy\nwhere power_usage is consumed.",
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          "headline": "perf(gpu): skip heavyweight NVML calls in _monitor_power hot path",
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          "body": "…254)\n\n* perf: cache hardware detection and optimize warm-path reuse\n\nAdd process-level hardware setup cache, probe result caching, platform-aware\nCPU backend selection, and parallel CPU/GPU setup for faster repeat runs.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* test: eagerly reset probe m\n[…]\nto wrapped user commands.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nCo-authored-by: inimaz <49730431+inimaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "perf: speed up CLI monitor startup and fix wrapped commands (4/4) (#1…",
          "author_name": "David Berenstein",
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          "author_login": "davidberenstein1957",
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          "is_bot": false,
          "headline": "perf: cache hardware detection and optimize warm-path reuse (2/4) (#1…",
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          "headline": "fix: requirements-api.txt tested in ci (#1258)",
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          "headline": "perf(file): read only header row instead of entire CSV in has_valid_h…",
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          "headline": "Merge pull request #1227 from mlco2/release/3.2.8",
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          "headline": "Merge pull request #1154 from mlco2/docs/boamps",
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          "headline": "Merge pull request #1156 from mlco2/feat/intel_npu_support",
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          "headline": "NUMBER_OF_IMAGES",
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          "headline": "NPU example works",
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          "headline": "wip NPU use",
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          "headline": "fix: set back app alias (with clever nodejs legacy app removed) (#1228)",
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          "body": "* fix(front): add public project encryption key & ci update\n\n* fix: add skeletons to show loading phase for scatter charts & time series charts\n\n* fix: fix front end CD\n\n* fix: update mocks for tests",
          "is_bot": false,
          "headline": "fix(front): fix dashboard public sharing and front ci (#1212)",
          "author_name": "Amine Saboni",
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          "headline": "Merge pull request #1226 from mlco2/fix/pydantic-version-package",
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          "body": "* bump deps\n\n* Remove Fief\n\n---------\n\nCo-authored-by: benoit-cty <anne@onyme.fr>",
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          "headline": "Fix API deployment (#1222)",
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          "headline": "feat: first version of telemetry (#1171)",
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          "body": "Fix: Look up failure for nordic regions using online emissions tracker",
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          "headline": "Merge pull request #1224 from kbarkhad/issue_swedish_region",
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          "headline": "Merge pull request #1219 from vishali-mp/perf/issue-2-list-map-to-for…",
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          "body": "list(map(lambda rapl_file: rapl_file.delta(duration), self._rapl_files))\nwas allocating a disposable List[None] purely for side effects. A plain\nfor loop avoids the allocation and is more idiomatic.",
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          "headline": "perf(cpu): replace list(map(...)) with for loop in get_cpu_details",
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          "headline": "Merge pull request #1199 from MatthewJamisonJS/fix/joserfc-migration-…",
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          "headline": "test: cover joserfc migration paths (#1197)",
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          "headline": "Merge pull request #1217 from mlco2/dependabot/pip/pip-884d536faf",
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          "is_bot": false,
          "headline": "Merge pull request #1211 from mlco2/fix/#1210_psutil_mac",
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          "is_bot": false,
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          "body": "* feat(front): migrate next app to react\n* feat(api): add pre ping to activate sql connexion\n\n* fix: change caddy configuration\n\n* fix: add tests, mocks, lint\n\n* fix: experiment id parsing, add components tests\n\n* fix: fix pnpm version\n\n* fix: add mock service\n\n* fix: fix build folfder\n\n* fix: remove pnpm",
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          "headline": "front end migration to pur react (#1076)",
          "author_name": "Amine Saboni",
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          "headline": "Merge pull request #1207 from puneetdixit200/tests/schema-compatibility",
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          "author_name": "Puneet Dixit",
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          "body": "fix(cli): use OfflineEmissionsTracker for offline monitor runs",
          "is_bot": false,
          "headline": "Merge pull request #1202 from mlco2/fix/monitor-offline-tracker",
          "author_name": "Benoît Courty",
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          "body": "Pass an explicit offline flag from monitor to run_and_monitor so tracker\nselection matches the non-delegate path instead of inferring from kwargs.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(cli): use OfflineEmissionsTracker for offline monitor runs",
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          "is_bot": false,
          "headline": "Merge pull request #1201 from mlco2/fix/amdsmi-import-keyerror-macos",
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          "is_bot": true,
          "headline": "test: add coverage for OSError/KeyError/AttributeError amdsmi import …",
          "author_name": "copilot-swe-agent[bot]",
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          "is_bot": false,
          "headline": "fix(gpu_amd): only extend amdsmi import except types",
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          "headline": "fix: handle amdsmi load failures when libamd_smi is missing",
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          "headline": "Merge pull request #1205 from mlco2/dependabot/uv/uv-5bbef279d1",
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          "body": "Bumps the uv group with 1 update in the / directory: [idna](https://github.com/kjd/idna).\nBumps the uv group with 1 update in the /carbonserver directory: [idna](https://github.com/kjd/idna).\nBumps the uv group with 1 update in the /requirements directory: [idna](https://github.com/kjd/idna).\n\n\nUpda\n[…]\nndirect\n  dependency-group: uv\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: direct:production\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "How to test the release (#1198)",
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          "headline": "Merge pull request #1196 from mlco2/dependabot/uv/uv-d3bbf5c658",
          "author_name": "Benoît Courty",
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          "body": "Bumps the uv group with 1 update in the / directory: [authlib](https://github.com/authlib/authlib).\n\n\nUpdates `authlib` from 1.6.11 to 1.6.12\n- [Release notes](https://github.com/authlib/authlib/releases)\n- [Changelog](https://github.com/authlib/authlib/blob/1.6.12/docs/changelog.rst)\n- [Commits](ht\n[…]\n\n\n---\nupdated-dependencies:\n- dependency-name: authlib\n  dependency-version: 1.6.12\n  dependency-type: direct:production\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "build(deps): bump authlib in the uv group across 1 directory",
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          "headline": "Fix links",
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          "body": "Allow custom carbon intensity configuration",
          "is_bot": false,
          "headline": "Merge pull request #863 from mlco2/feat/custom-carbon-intensity",
          "author_name": "Benoît Courty",
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          "headline": "Change log level",
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          "headline": "uncovered validation branches and the offline decorator forwarding path.",
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          "headline": "Updated Emissions, EmissionsTracker, OfflineEmissionsTracker, and @tr…",
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          "body": "This commit introduces a new configuration option, `custom_carbon_intensity_g_co2e_kwh`,\nallowing you to specify a direct carbon intensity value (in gCO2e/kWh) for your\nenergy consumption.\n\nWhen this value is provided (either via the `.codecarbon.config` file or the\n`CODECARBON_CUSTOM_CARBON_INTENSI\n[…]\nThis feature provides you with greater flexibility and accuracy in\nreporting emissions, especially for on-premise setups with specific energy\nmixes or when default data sources are not representative.",
          "is_bot": true,
          "headline": "feat: Allow custom carbon intensity configuration",
          "author_name": "google-labs-jules[bot]",
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          "headline": "Merge pull request #1187 from mlco2/dependabot/uv/uv-dc55c15f20",
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          "oid": "060afaae293ed9c9d17cdbd2b74200a3ed281584",
          "body": "Bumps the uv group with 1 update in the / directory: [urllib3](https://github.com/urllib3/urllib3).\nBumps the uv group with 1 update in the /carbonserver directory: [urllib3](https://github.com/urllib3/urllib3).\nBumps the uv group with 1 update in the /requirements directory: [urllib3](https://githu\n[…]\nirect\n  dependency-group: uv\n- dependency-name: urllib3\n  dependency-version: 2.7.0\n  dependency-type: direct:production\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "author_name": "Benoît Courty",
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          "is_bot": true,
          "headline": "build(deps): bump the pip group across 2 directories with 1 update",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "76% of issues closed",
                "points": 35.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 76
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "652/757 decided PRs merged",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 652,
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "followers": 100,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "mlco2",
              "public_repos": 13,
              "account_age_days": 2541
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "100 followers of mlco2",
                "points": 14.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 100,
                      "login": "mlco2"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "13 public repos, account ~6 yr old",
                "points": 20.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 13
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
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            "inputs": {
              "packages": [
                "codecarbon"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 8
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
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                "detail": "latest publish 8 days ago",
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                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
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                "detail": "74 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 74
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 100,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
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              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "14 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 14
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                ],
                "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": ".eslintrc.json, .flake8",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                      "files": ".eslintrc.json, .flake8"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai-ethics",
                "carbon-emissions",
                "carbon-footprint",
                "co2-emissions",
                "energy-consumption",
                "energy-efficiency",
                "fairness",
                "sustainability"
              ],
              "has_wiki": true,
              "homepage": "https://docs.codecarbon.io/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
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                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.codecarbon.io/",
                "points": 15,
                "status": "met",
                "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": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                      "count": 8
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                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 82,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 77,
            "inputs": {
              "source": "openssf_scorecard",
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              "scorecard_aggregate": 7.7
            },
            "components": [
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                "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": [
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                    "code": "no_data",
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "badge detected: InProgress",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 14 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "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 detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 6 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "22 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:codecarbon@3.2.9 runtime dependency closure — what installing the published package pulls in — 38 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:codecarbon@3.2.9",
                  "assessed": 38
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
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              "affected_packages": 0,
              "assessed_packages": 38,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
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                "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": [
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                    "code": "no_direct_advisories",
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                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
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                ],
                "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": [
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                    "code": "advisories_no_publication_date",
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                ],
                "max_points": 40
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            ]
          },
          {
            "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": 38,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "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": [
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                    "code": "no_malicious_dependencies",
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                ],
                "max_points": 100
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            ]
          },
          {
            "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",
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
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              "policy_countries": [
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              "review_only_matches": 0,
              "assessed_self_published_locations": 3
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            "components": [
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                "key": "policy_exposure_multiplier",
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                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
                    "params": {}
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 74,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
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            "note": null,
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            "inputs": {
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              "legible_history_share": 0.644,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 4115
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                ],
                "max_points": 45
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              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "legible_commit_history",
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                "status": "partial",
                "details": [
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "agent_commit_share": 0.07,
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              "dependency_bot_commit_share": 0.11
            },
            "components": [
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                "key": "one_command_bootstrap",
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              },
              {
                "key": "automated_tests",
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                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
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                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "codecarbon/py.typed, webapp/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "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": "7 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
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