公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 09:46 UTC
sathiyatskrj / Speechmate
Speechmate – A bilingual classroom assistant prototype for English ↔ Nicobarese and other tribal language communication. Includes Child Mode with picture-based learning and Teacher Mode with phrase translation. Created by T Sathiya Moorthy.
sathiyatskrj/Speechmate 的健康指数为 100 分中的 52 分，处于「中等」区间。 其得分最高的类别是Vitality（70/100），最低的是Sustainability & Governance（37/100）。 最近一次更新在 49 天前。 近期的大部分工作由 1 位贡献者完成。
52
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
52
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
70
开发活跃度
56中等
评分方式
| 18/36 | 推送新近度 — 最近一次推送于 49 天前 |
| 10.4/36 | 提交节奏 — 52 周中有 15 周有提交 |
| 18/18 | 提交量 — 最近一年 803 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 803 |
| human_commit_share | 1 |
| days_since_last_push | 49 |
| active_weeks_last_year | 15 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 23 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 55 天前 |
| 27/27 | 发布节奏 — 约每 16.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 23 |
| latest_release_tag | v1.5.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 55 |
| mean_days_between_releases | 16.6 |
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
43
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 2 个星标 |
| 0/25 | 复刻 — 2 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 2 |
| stars | 2 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
92优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-2.0） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
37
维护者韧性（巴士系数）
22危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 8.9/22.5 | 提交分布 — 头号贡献者编写了 60% 的提交 |
| 4.1/13.5 | 贡献者广度 — 3 位贡献者 |
| 0/10 | OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.604 |
议题与 PR 响应能力
59中等
评分方式
| 0/46.8 | 议题解决 — 没有议题或无数据 |
| 31.4/38.3 | PR 接受 — 已裁定的 PR 中 64/78 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/14 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 64 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 14 |
已排除计分（无数据或不适用）：议题解决。 其余权重已重新归一化。
所有权与托管责任
34存在风险
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 0/25 | 所有者影响力 — sathiyatskrj 有 0 位关注者 |
| 16.8/25 | 既往记录 — 5 个公开仓库，账户约 5 年 |
所用输入
| followers | 0 |
| owner_type | User |
| is_verified | — |
| owner_login | sathiyatskrj |
| public_repos | 5 |
| account_age_days | 2,030 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
工程质量
基础的工程与文档实践是否到位？
67
工程实践
62中等
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 14/20 | OpenSSF Scorecard：CI-Tests — 11 out of 14 merged PRs checked by a CI test -- score normalized to 7 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
75良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
44
安全态势
44存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 1.8/2.5 | CI-Tests — 11 out of 14 merged PRs checked by a CI test -- score normalized to 7 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/14 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.4 |
已排除计分（无数据或不适用）：packaging。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
57
AI 代理上下文与指引
40存在风险
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 93 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.93 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — android/app/src/main/cpp/whisper/Makefile, android/app/src/main/cpp/whisper/bindings/go/Makefile |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — C++（静态类型） |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | go.sum |
| has_dockerfile | 否 |
| typed_language | 是 |
| bootstrap_files | android/app/src/main/cpp/whisper/Makefile, android/app/src/main/cpp/whisper/bindings/go/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | android/app/build.gradle, android/app/src/main/cpp/whisper/bindings/go/go.mod, android/app/src/main/cpp/whisper/bindings/java/build.gradle, android/app/src/main/cpp/whisper/examples/whisper.android.java/app/build.gradle, android/app/src/main/cpp/whisper/examples/whisper.android.java/build.gradle, android/app/src/main/cpp/whisper/examples/whisper.android/app/build.gradle, android/app/src/main/cpp/whisper/examples/whisper.android/build.gradle, android/app/src/main/cpp/whisper/examples/whisper.android/lib/build.gradle, android/build.gradle |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
97优秀
评分方式
| 45/45 | 可类型检查的代码 — C++（静态类型） |
| 52.4/55 | 可控的文件大小 — 采样的 336 个源文件中有 16 个超过 60KB |
所用输入
| primary_language | C++ |
| largest_source_bytes | 960,825 |
| source_files_sampled | 336 |
| oversized_source_files | 16 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, samples |
所用输入
| example_dirs | examples, samples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
2GitHub 星标
3贡献者
803最近 12 个月提交数
49距最近推送天数
23发布版本数
1巴士系数（bus factor）
0开放议题
Maven软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
Star 与 Fork 历史 0 ★ / 2 ⇿
0Star
2Fork
1发布
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。
主版本 1次版本 0修订 0
OpenSSF Scorecard 4.4 / 10
4.4综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 7 | CI-Tests | 11 out of 14 merged PRs checked by a CI test -- score normalized to 7 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/14 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 90109,
"has_wiki": true,
"homepage": null,
"languages": {
"C": 1776461,
"Go": 53961,
"C++": 3384193,
"CSS": 940,
"Cuda": 378694,
"Dart": 1565127,
"HTML": 278767,
"Java": 83825,
"Ruby": 6270,
"CMake": 43722,
"Metal": 179601,
"Shell": 43029,
"Swift": 12863,
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"Python": 98149,
"Makefile": 16598,
"Batchfile": 1514,
"Dockerfile": 2109,
"JavaScript": 63025,
"PowerShell": 776,
"Vim Script": 15906,
"Objective-C": 193139,
"Objective-C++": 2224
},
"pushed_at": "2026-06-03T18:22:21Z",
"created_at": "2025-12-09T17:08:53Z",
"owner_type": "User",
"updated_at": "2026-06-03T18:22:57Z",
"description": "Speechmate – A bilingual classroom assistant prototype for English ↔ Nicobarese and other tribal language communication. Includes Child Mode with picture-based learning and Teacher Mode with phrase translation. Created by T Sathiya Moorthy.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "C++",
"significant_languages": [
"C++",
"C",
"Dart"
]
},
"owner": {
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"name": null,
"type": "User",
"login": "sathiyatskrj",
"company": null,
"location": null,
"followers": 0,
"avatar_url": "https://avatars.githubusercontent.com/u/76795532?v=4",
"created_at": "2020-12-30T22:56:55Z",
"is_verified": null,
"public_repos": 5,
"account_age_days": 2030
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.5.0",
"kind": "minor",
"published_at": "2026-05-28T15:02:53Z"
},
{
"tag": "v1.5.0-public",
"kind": "prerelease",
"published_at": "2026-05-28T14:53:43Z"
},
{
"tag": "v1.4.9",
"kind": "patch",
"published_at": "2026-05-03T21:54:53Z"
},
{
"tag": "v1.4.9-public",
"kind": "prerelease",
"published_at": "2026-05-03T21:50:55Z"
},
{
"tag": "v1.4.8-public",
"kind": "prerelease",
"published_at": "2026-05-02T04:51:21Z"
},
{
"tag": "v1.4.8",
"kind": "patch",
"published_at": "2026-04-23T12:35:45Z"
},
{
"tag": "v1.4.7",
"kind": "patch",
"published_at": "2026-04-02T10:39:00Z"
},
{
"tag": "v1.4.6",
"kind": "patch",
"published_at": "2026-01-03T03:53:50Z"
},
{
"tag": "v1.4.5",
"kind": "patch",
"published_at": "2026-01-01T07:40:53Z"
},
{
"tag": "v1.4.4",
"kind": "patch",
"published_at": "2025-12-29T19:38:34Z"
},
{
"tag": "v1.4.3",
"kind": "patch",
"published_at": "2025-12-29T08:38:12Z"
},
{
"tag": "v1.4.2",
"kind": "patch",
"published_at": "2025-12-29T07:05:45Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2025-12-28T21:03:53Z"
},
{
"tag": "v1.3.6",
"kind": "patch",
"published_at": "2025-12-26T17:07:28Z"
},
{
"tag": "v1.3.5",
"kind": "patch",
"published_at": "2025-12-26T13:39:24Z"
},
{
"tag": "v1.3.4",
"kind": "patch",
"published_at": "2025-12-25T18:43:10Z"
},
{
"tag": "v1.3.3",
"kind": "patch",
"published_at": "2025-12-24T15:37:08Z"
},
{
"tag": "v1.3.2",
"kind": "patch",
"published_at": "2025-12-24T11:33:24Z"
},
{
"tag": "v1.3.1",
"kind": "patch",
"published_at": "2025-12-22T18:13:20Z"
},
{
"tag": "v1.3.0",
"kind": "minor",
"published_at": "2025-12-22T16:59:25Z"
},
{
"tag": "v1.2.3",
"kind": "patch",
"published_at": "2025-12-22T16:12:31Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2025-12-22T05:25:03Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2025-12-18T21:10:19Z"
}
],
"recent_commits": [
{
"oid": "cb0caa891c1bbe940b14757549f6c61c56571e50",
"body": "security: IP protection layer for linguistic data and codebase",
"is_bot": false,
"headline": "Merge pull request #78 from sathiyatskrj/security/ip-protection-layer",
"author_name": "sathiyatskrj",
"author_login": "sathiyatskrj",
"committed_at": "2026-06-03T18:22:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "810889a8192de7bdea3889afd577ef43e98ba420",
"body": "- Inject _speechmate_metadata watermark into all 14 dictionary JSON files\n (CC-BY-NC-4.0, AI training prohibited, SM-NIC-LANG-2025-v1 watermark ID)\n- Add assets/data/canary_words.json (honeypot entries for data provenance)\n- Add assets/data/DATASET_LICENSE.md (human-readable data license notice)\n- \n[…]\nce.md (structured prior art record with data fingerprints,\n VBYLD 2026 disclosure record, and enforcement action log)\n\nPrior art: first commit Dec 9 2025, VBYLD national level Jan 9 2026 (IIT Bombay)",
"is_bot": false,
"headline": "security: add IP protection layer for linguistic data and codebase",
"author_name": "sathiyatskj",
"author_login": "sathiyatskrj-jpg",
"committed_at": "2026-06-03T18:19:31Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "5ca1acbe4a14e2e5a0f34c5c56f6886b2b864592",
"body": "feat(edu): download and deploy real CC0 game audio effects to replace…",
"is_bot": false,
"headline": "Merge pull request #77 from sathiyatskrj/feature/tuhet-guardian-v2-main",
"author_name": "sathiyatskrj",
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"committed_at": "2026-05-31T14:44:59Z",
"body_truncated": false,
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{
"oid": "cd16fd2d7cca4be114f73911f9116791261cc68c",
"body": "… 5-byte stubs",
"is_bot": false,
"headline": "feat(edu): download and deploy real CC0 game audio effects to replace…",
"author_name": "sathiyatskj",
"author_login": "sathiyatskrj-jpg",
"committed_at": "2026-05-31T14:42:39Z",
"body_truncated": false,
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"components": [
{
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{
"code": "owner_personal",
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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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"status": "partial",
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{
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{
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"points": 0,
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{
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"status": "missed",
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"points": 7.5,
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{
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{
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"points": 0,
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{
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"points": 5,
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{
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"status": "missed",
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{
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{
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{
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"metrics": [
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