公开记录
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 20:56 UTC

ROCm / mori

Modular RDMA Interface

C++ · PythonMIT★ 154 星标⑂ 67 复刻始于 2025年4月在 GitHub 上查看 ↗

ROCm/mori 的健康指数为 100 分中的 74 分,处于「良好」区间。 其得分最高的类别是Vitality(95/100),最低的是Security(45/100)。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。

74
总分 / 100
良好

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。

74
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)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

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

2,350 关注者400 个公开仓库始于 2016年8月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIamd_mori1.2.256656 天前

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?

95优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
34.6/36提交节奏 — 52 周中有 50 周有提交
18/18提交量 — 最近一年 332 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year332
human_commit_share1
days_since_last_push0
active_weeks_last_year50

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 6 个发布版本
36/36发布时效 — 最近一次发布版本于 6 天前
27/27发布节奏 — 约每 21.7 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count6
latest_release_tagv1.2.2
releases_from_tags
days_since_latest_release6
mean_days_between_releases21.7

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?

53中等 · 占总体的 18%
评分方式
35.4/60星标 — 154 个星标
15.2/25复刻 — 67 个复刻
4.7/15关注者 — 8 位关注者
所用输入
forks67
stars154
watchers8
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

57中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
36.7/80月度下载量 — pypi 合计每月 566 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesamd_mori
dependents
ecosystemspypi
total_downloads
monthly_downloads566
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

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?

78良好 · 占总体的 24%
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
15.2/22.5提交分布 — 头号贡献者编写了 32% 的提交
13.5/13.5贡献者广度 — 31 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 3 contributing companies or organizations -- score normalized to 10
所用输入
bus_factor2
contributors_sampled31
top_contributor_share0.323
评分方式
35.4/46.8议题解决 — 76% 的议题已关闭
34.4/38.3PR 接受 — 已裁定的 PR 中 372/414 已合并
6/15OpenSSF Scorecard:Code-Review — Found 13/30 approved changesets -- score normalized to 4
所用输入
merged_prs372
open_issues15
closed_issues47
issue_closed_ratio0.758
closed_unmerged_prs42
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
24.2/25所有者影响力 — ROCm 有 2,350 位关注者
25/25既往记录 — 400 个公开仓库,账户约 9 年
所用输入
followers2,350
owner_typeOrganization
is_verified
owner_loginROCm
public_repos400
account_age_days3,622
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 6 天前
20/20版本历史 — 5 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesamd_mori
ecosystemspypi
any_deprecated
min_days_since_publish6

工程质量

基础的工程与文档实践是否到位?

86优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 7 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

75良好
评分方式
30/30README
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
10/10Wiki
所用输入
topics
has_wiki
homepage
has_readme
has_docs_dir
has_description

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?

45存在风险 · 占总体的 16%

安全态势

45存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 13/30 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.5
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。

69中等 · 占总体的 0%
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 100 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
11/11Lint / 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 — Dockerfile
4/10已体现的代理实践 — 最近 100 次提交中有 2 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.02
toolchain_manifests
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — C++(静态类型)
53.4/55可控的文件大小 — 采样的 582 个源文件中有 17 个超过 60KB
所用输入
primary_languageC++
largest_source_bytes422,504
source_files_sampled582
oversized_source_files17
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — src/umbp/distributed/proto/umbp.proto, src/umbp/distributed/proto/umbp_peer.proto, src/umbp/distributed/proto/umbp_standalone.proto
0/20MCP 服务器
40/40可运行示例 — example, examples
所用输入
example_dirsexample, examples
has_mcp_signal
api_schema_filessrc/umbp/distributed/proto/umbp.proto, src/umbp/distributed/proto/umbp_peer.proto, src/umbp/distributed/proto/umbp_standalone.proto

关键数据

154GitHub 星标
31贡献者
332最近 12 个月提交数
0距最近推送天数
6发布版本数
2巴士系数(bus factor)
15开放议题
PyPI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
  • deps.dev does not index pypi:amd_mori@1.2.2; advisories assessed against the repository dependency graph instead
  • No resolved dependencies carried a version and a supported ecosystem

更多细节

Star 与 Fork 历史 0 ★ / 67 ⇿
0Star
67Fork
6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。

01325385063756732025-082026-022026-07
主版本 0次版本 3修订 3
OpenSSF Scorecard 4.5 / 10
4.5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)。Scorecard v5.5.0 · 2026-07-22 20:56 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 13/30 approved changesets -- score normalized to 4
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
全部依赖 15

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 15 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。

注册表软件包版本关系
PyPIcmake间接
PyPIcython间接
PyPImyst-parser间接
PyPIninja间接
PyPIprettytable间接
PyPIpybind11间接
PyPIpygments间接
PyPIpytest-assume间接
PyPIsetuptools间接
PyPIsetuptools-scm间接
PyPIsphinx间接
PyPIsphinx-autodoc-typehints间接
PyPIsphinx-copybutton间接
PyPIsphinx-rtd-theme间接
PyPIsphinxcontrib-napoleon间接
依赖安全公告 未评估

本报告未能完成公告比对:No resolved dependencies carried a version and a supported ecosystem

原始 JSON 报告 机器可读
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      "pushed_at": "2026-07-22T18:46:39Z",
      "created_at": "2025-04-27T05:45:06Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-22T09:27:35Z",
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        {
          "oid": "120d2de433b5dfe80a34138d1599b7d213ad3d87",
          "body": null,
          "is_bot": false,
          "headline": "fix(umbp): support N host regions per worker in standalone-process mode",
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          "committed_at": "2026-07-22T09:26:42Z",
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        },
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          "oid": "ba156a8868c13a760f7b055a71bfdcc32d620505",
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          "headline": "docs: add Kimi collaboration news (#495)",
          "author_name": "Duyi-Wang",
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          "committed_at": "2026-07-22T08:08:31Z",
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          "oid": "42f3fe3018fe7ae7db4ed456bb9eb5b080becfb7",
          "body": "…AP_TIMEOUT (#493)",
          "is_bot": false,
          "headline": "fix(bootstrap): make rendezvous timeout configurable via MORI_BOOTSTR…",
          "author_name": "Zhaoyi Li",
          "author_login": "Lzy17",
          "committed_at": "2026-07-22T02:11:52Z",
          "body_truncated": false,
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          "oid": "7d26ac8b95a5c5cacc71c88a24fe3a822143011f",
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          "is_bot": false,
          "headline": "feat(umbp): Add UMBP standalone process mode (#460)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-07-21T07:50:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c97ab65b412c707de94b2e0ddce0283f1c4edea6",
          "body": "… (#494)",
          "is_bot": false,
          "headline": "fix(ep): resolve comb_bar cross-call race causing random combine hang…",
          "author_name": "kawhil-amd",
          "author_login": "kawhil-amd",
          "committed_at": "2026-07-21T07:16:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98d6d3a5a12c75224af8c7f3dc105583f891ace1",
          "body": "- Add UMBP_DRAM_READ_LEASE_MS (default 500) to expose the peer DRAM/HBM\n  read lease that was previously hardcoded at 500ms.\n- Add UMBP_SSD_READ_LEASE_MS (default 3000) and plumb the peer SSD\n  staging-slot lease through as std::chrono::milliseconds; drop the\n  unused PoolClientConfig::ssd_lease_tim\n[…]\ne legacy UMBP_ALLOCATION_TTL_SEC / UMBP_FINALIZED_RECORD_TTL_SEC\n  (unused on the live path) from config, master startup log, and docs.\n- Update runtime-env-vars.md and design-master-control-plane.md.",
          "is_bot": false,
          "headline": "feat(umbp): tunable read leases and tighter master lease default (#452)",
          "author_name": "Wu, Yutong",
          "author_login": "isytwu",
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          "headline": "bench(io): add mem-type & sweep-step (#489)",
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          "committed_at": "2026-07-20T03:47:12Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "feat(tools): Adapt mori check / mori setup for Mellanox NICs (#486)",
          "author_name": "QizhouZhang97",
          "author_login": "QizhouZhang97",
          "committed_at": "2026-07-20T03:20:05Z",
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          "headline": "io/rdma: use RegisterRdmaMemoryRegionAuto for local + notif MRs (#481)",
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          "body": "UMBP's distributed control plane requires gRPC + Protobuf, which are system\npackages (not pip-installable). When BUILD_UMBP is enabled but they are absent,\nsetup.py now detects the missing deps, prints a warning with install hints, and\ndisables UMBP (and SPDK) for the build instead of letting CMake fail hard\nmid-configure — so the rest of mori still builds and installs.",
          "is_bot": false,
          "headline": "build(setup): auto-disable UMBP when gRPC/Protobuf are missing (#488)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-20T01:51:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b26ba17bb5624f851710d080e97c56f6eb080ac8",
          "body": null,
          "is_bot": false,
          "headline": "docs[io]: add tunning guide for benchmark (#485)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-07-17T08:19:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dafdcfcf1e27b0c981b90903ab198b90d29e6867",
          "body": "… gfx1250 EP4 retune (#484)\n\n- Tuned geometry by default: EpDispatchCombineConfig auto-pulls the\n  per-device tuned block/warp schedule when geometry isn't pinned; bench\n  gains an AUTO mode to exercise it.\n- gfx1250 EP4 retune: finer block×warp sweep for EP4 bf16 (combine warp2\n  at small tok, bloc\n[…]\nre all ranks finished N,\n  avoiding the xdb cross-device barrier deadlock at small token counts;\n  warmup is untimed, so measured bandwidth is unchanged.\n\nCo-authored-by: kawhil-amd <kaiclian@amd.com>",
          "is_bot": false,
          "headline": "feat(EPv2): combine gather inner-unroll + tuned geometry by default +…",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-16T13:10:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d1886a36f8512856420a39f7aca1b9606250b8a1",
          "body": "…h wheels (#483)\n\n- No wheels committed to gh-pages (removes .git bloat)\n- CI installs wheel from build artifact; users use PyPI amd-mori-nightly\n- publish-pypi runs on main only; schedule -> 04:00 Beijing; README updated",
          "is_bot": false,
          "headline": "ci(nightly): install wheels from artifact, stop bloating gh-pages wit…",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-16T10:27:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10febdf18ca5d3b65296159d62698524ff25c34e",
          "body": "…482)",
          "is_bot": false,
          "headline": "feat(ep): distribute dispatch_combine_v2 as an installable package (#…",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-16T06:57:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7e6ac6863c53821bc7afb91a578cc6ce38fcad0",
          "body": "- Guard hipMemAllocationTypeUncached (added HIP > 70051831) so CCO builds\n  on older ROCm (e.g. 7.0.0); fall back to Pinned, mirroring the shmem guard.\n- Lock-step (sync + barrier) warmup in the EP8 bench to stop the graph-smoke\n  CI hanging on barrier drift; warmup is untimed, so perf is unchanged.",
          "is_bot": false,
          "headline": "fix(cco): guard hipMemAllocationTypeUncached for older ROCm (#480)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-16T05:25:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33a903f7b1b601ccd3f767a9ac5ef950b7544a80",
          "body": "…#416)",
          "is_bot": false,
          "headline": "io/xgmi: honor sub-region base offset in IPC remapping (fixes #415) (…",
          "author_name": "carlushuang",
          "author_login": "carlushuang",
          "committed_at": "2026-07-16T03:25:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4e731d05880d755180177e390786d22383eaea2",
          "body": "Add NIC firmware/driver version recommendations for cross-node MORI (EP over RDMA / IBGDA), where the wrong version is a common failure reason. env_check.sh now checks the detected firmware against known-good/known-bad ranges:\n\n* AINIC >= 1.117.5-a-45 (1.117.1 branch lacks IBGDA support)\n* Broadcom solid on 235.2.86.x / 237.1.137.x (231.x too old),\n* Mellanox needs no version check\n\nREADME and the deploy-mori skill doc are updated with the same guidance.",
          "is_bot": false,
          "headline": "(tools)  Add NIC firmware version checks + mori check CI step (#471)",
          "author_name": "QizhouZhang97",
          "author_login": "QizhouZhang97",
          "committed_at": "2026-07-16T02:11:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21a924693379a99d4f65659288c345f7dff496f2",
          "body": "… (#465)\n\n- Extend the existing blockwise-FP8 (E4M3, per-block max-scale) combine to\n  the AsyncLL path, which previously only had the lossy direct-cast fp8.\n- Add UseFp8BlockwiseQuant to the AsyncLL combine kernels (SendCopy quantizes\n  to [fp8 | f32 scales], RecvCopy dequant-accumulates via the ve\n[…]\ns, and select them in combine(); reuses the\n  intra-node blockwise helpers.\n- gsm8k (DeepSeek-R1-MXFP4): blockwise 0.947 vs bf16 0.967 vs direct-cast\n  0.873 — bf16-level accuracy at half the payload.",
          "is_bot": false,
          "headline": "feat(ep): add blockwise-FP8 combine to the AsyncLL (low-latency) path…",
          "author_name": "Rita Brugarolas",
          "author_login": "rbrugaro-amd",
          "committed_at": "2026-07-15T07:04:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "caf28e1b571226bba36fd9ac9778db3a94a4cd54",
          "body": "The JIT hash only covered the top-level .hip + include/mori, so editing an\n#included TU (dispatch_combine/*.cpp, ep_common.hip) reused a stale .hsaco.\nNow hash the whole src/ops tree and include .hip files.",
          "is_bot": false,
          "headline": "fix(jit): invalidate kernel cache on #included source changes (#469)",
          "author_name": "Bryan Shan",
          "author_login": "Oseltamivir",
          "committed_at": "2026-07-15T07:03:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "594442da4e974a2ce1ff82c3694b04ba007b3ab1",
          "body": null,
          "is_bot": false,
          "headline": "ci(cco): move runner to MI355X-AINIC (#477)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-15T05:31:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57dbea2b343db06178bcb373e610996d67391788",
          "body": null,
          "is_bot": false,
          "headline": "fix(cco): serialize handle import under the VMM process lock (#476)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-15T05:02:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ade9fd97e115f1dcdec312fb7c7d11f58a2de9ac",
          "body": null,
          "is_bot": false,
          "headline": "feat[io]: add fabric (UALink scale-up) transfer backend (#467)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-07-14T14:12:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7794b116539f5f8c1baa612429dee2ebf52c08f",
          "body": null,
          "is_bot": false,
          "headline": "fix(cco): deterministic release of per-op symmetric memory (#474)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-14T11:21:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0583cd27a6a82d94ef8565df6c7f9fb0df108dd",
          "body": "…down (#473)",
          "is_bot": false,
          "headline": "ci: prevent GPU VRAM leaks via tini reaping + graceful container tear…",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-14T11:21:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4890fd9d4a4c0e2776f5c3768c5b35d7185fdb78",
          "body": null,
          "is_bot": false,
          "headline": "tune(cco): re-tune MI355X (gfx950) EP8 schedule for vec4 combine (#472)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-14T08:58:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42fa6f1bb9dc5aea0d8342126850212bd376f853",
          "body": "*- gfx1250 (wave32) port of the cco-LSA dispatch/combine op (+ fp4 pk8 cvt).\n- Cross-node LSA over UALink fabric: auto-detect vPOD, fabric-handle peer mapping.\n- vec4 combine gather + per-shape gfx1250 EP4/EP8 tuning (topk 8/6).\n- Asymmetric dispatch/combine dtype; split disp_out from out_tok.\n- Fix\n[…]\nderegister uses global pe; load_v4i32_nt align 4; CCO CI BUILD_UMBP=OFF.\n- Validated on MI355X (17/17 intranode) and gfx1250 (EP4 + cross-node EP8 bf16).\n\nCo-authored-by: kawhil-amd <kaiclian@amd.com>",
          "is_bot": false,
          "headline": "feat(EPv2): gfx1250 + cross-node fabric support (#466)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-14T04:15:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cf169af3c32da3a699fcfa4d281a9ed3f417a674",
          "body": null,
          "is_bot": false,
          "headline": "fix: fix umbp tests error (#470)",
          "author_name": "QizhouZhang97",
          "author_login": "QizhouZhang97",
          "committed_at": "2026-07-14T04:10:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f072775a73518440b29be60e85dda70db63ca43",
          "body": "Blockwise-FP8 combine already halves the intra-node MoE combine payload.\nFP4 (E2M1) halves it again — 2 values/byte vs 1 — and combine is\ntransport-bound in decode, so this improves decode throughput/latency\nwhile keeping accuracy.\n\n- Dedicated `Fp4BlockwiseQuant` quant type (`quant_type=\"fp4_blockw\n[…]\nlockwise\n  max-scale) and packed-FP4 dequant via native gfx950\n  `cvt_scalef32_pk_f32_fp4`; codec unified into templated helpers.\n- Fail-fast arch guard (gfx950 only) + hardened kernel-name selection.",
          "is_bot": false,
          "headline": "feat(ep): add blockwise FP4 (E2M1) combine transport  (#461)",
          "author_name": "karverma-amd",
          "author_login": "karverma-amd",
          "committed_at": "2026-07-14T02:08:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "060c682fd8f1faac34848dd0038d0a9cdb5df69a",
          "body": "ops-v2 intranode EP dispatch/combine on mori-cco LSA (intra-node P2P over the\nsymmetric VA) with FlyDSL device kernels — mori-parity, swapping the mori-shmem\nprovider for cco-LSA (peer addrs via cco.Window.lsa_ptr, no host P2P tables).\n\n- Combine gather (P2P read) + scatter (_nop2p); dispatch with d\n[…]\n  (CCO_UNCACHED_WINDOW=0 reverts).\n- CI: EP8 pytest + graph-mode bench smoke in ci_cco.yml.\n\nTest/bench-only (not yet exported from mori.ops). Verified on MI308X / MI325X\n(gfx942) and MI355X (gfx950).",
          "is_bot": false,
          "headline": "feat(EPv2): [preview] FlyDSL intranode MoE dispatch/combine (#448)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-10T08:44:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4230b6aff852624573619d5b870f7ad2b03b3e7e",
          "body": "The MI355X_AINIC internode job uses podman and occasionally hits \"invalid internal status\" at podman build, caused by stale pause-process state from a previous run.\n\n* FIX * : add a podman system migrate || true step before Build CI image to self-heal without manual intervention.",
          "is_bot": false,
          "headline": "ci: recover podman state before internode build on MI355X_AINIC (#462)",
          "author_name": "QizhouZhang97",
          "author_login": "QizhouZhang97",
          "committed_at": "2026-07-10T06:10:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91d1710e1afabd0c0c4cd29d7044a2f1823e24cf",
          "body": "- MappedHandleAllowedAgent::~MappedHandleAllowedAgent() early-returned for CPU agents without releasing the DRM FD, leaking one per hipMemUnmap.\nBackport fix from rocr: Fix ROCr MappedHandle holding DRM FD after destruction rocm-systems#4363 (commit e27ce55c5)\n- Add process-wide recursive_mutex serializing all VMM calls (hipMemCreate/Map/Unmap/Release/SetAccess/AddressReserve/Free). ROCR races on concurrent\nhsa_amd_vmem_map / hipMemSetAccess from SPMT callers which leads to crash",
          "is_bot": false,
          "headline": "fix(cco): fix hip vmm memory leak and crash (#455)",
          "author_name": "kawhil-amd",
          "author_login": "kawhil-amd",
          "committed_at": "2026-07-08T09:46:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c4122e629fe1b12396d605efda33200e4dcedc5",
          "body": "- the develop branch build is incompatible with certain ROCm versions; use the native runtime instead\n\n* add flydsl pip install to Dockerfile.cco",
          "is_bot": false,
          "headline": "feat(cco): update mori-cco dockerfile (#458)",
          "author_name": "kawhil-amd",
          "author_login": "kawhil-amd",
          "committed_at": "2026-07-08T05:46:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51b0b09b8065e30475f6312780fbcc20f141e404",
          "body": null,
          "is_bot": false,
          "headline": "fix: only define true/false for C in bnxt_re_hsi.h (#457)",
          "author_name": "Pavel Emeliyanenko",
          "author_login": "pemeliya",
          "committed_at": "2026-07-08T00:57:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ca551a2f3a11bb710dca74a79e61ecefd58ddaf",
          "body": null,
          "is_bot": false,
          "headline": "ci(cco): enable cco python test (#456)",
          "author_name": "kawhil-amd",
          "author_login": "kawhil-amd",
          "committed_at": "2026-07-07T13:28:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0c52deed69e76b58c11def63c4299305a6303b4",
          "body": "…ABUF_REG (#453)\n\n- Fix bnxt throughput regression from the dmabuf-first MR registration in #355\n- RegisterRdmaMemoryRegionAuto now tries ibv_reg_mr first (fast path on bnxt)\n  and falls back to dmabuf; both failing aborts with a combined error\n- Add MORI_ENABLE_DMABUF_REG to opt into dmabuf-first (falling back to\n  ibv_reg_mr), replacing the old MORI_DISABLE_DMABUF_REG flag",
          "is_bot": false,
          "headline": "perf(rdma): default to ibv_reg_mr, opt into dmabuf via MORI_ENABLE_DM…",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-07T01:25:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba07dce95e0b86280d22ecb05b9785a459cf2953",
          "body": "- Add CCO: a self-contained GPU communication layer with explicit communicator\n  handles (no global singleton), covering LSA intra-node P2P, GDA cross-node\n  RDMA, and SDMA\n- Host + device API: Communicator / DevComm / teams / symmetric windows, LSA\n  barrier session, GDA put/get/signal/counter, com\n[…]\ndocker/Dockerfile.cco (source-patched CLR/ROCR for the symmetric\n  VMM path), and docs/MORI-CCO-GUIDE.md\n\nCo-authored-by: QizhouZhang97 <qizzhang@amd.com>\nCo-authored-by: kawhil-amd <kaiclian@amd.com>",
          "is_bot": false,
          "headline": "feat(cco): add Collective Communication Object (CCO) module (#449)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-06T15:46:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "930b7eab3ad5f87a2b488f99ca75ddcd83309eb6",
          "body": null,
          "is_bot": false,
          "headline": "fix: Cap max_send_wr to 32767 for ionic (#451)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-07-06T07:17:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ac2b01525151295130683b15e5b8e220c67e743",
          "body": "* feat(umbp): cache remote fetches into local DRAM (dual-scheme)\n\nMake the cache_remote_fetches flag live on dual-scheme main. After a\nsuccessful remote DRAM fetch, PoolClient re-caches the block into this\nnode's local exportable DRAM tier and publishes it (KvEvent::ADD via\nExecuteLocalPut -> Commit\n[…]\nre-commit hook (matches the file's existing style).\n\n* perf(umbp): optimize remote recache enqueue\n\n* fix(umbp): keep remote recache DRAM-only\n\n---------\n\nCo-authored-by: Wu, Yutong <yutongwu@amd.com>",
          "is_bot": false,
          "headline": "feat(umbp): cache remote fetches into local DRAM (dual-scheme) (#442)",
          "author_name": "inkcherry",
          "author_login": "inkcherry",
          "committed_at": "2026-07-06T07:07:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "264b152693566a26f90ae3511a3361d933a607ba",
          "body": "Move ci runner to bnxt_325_108",
          "is_bot": false,
          "headline": "(CI): move ci runner to 325->108 (#447)",
          "author_name": "QizhouZhang97",
          "author_login": "QizhouZhang97",
          "committed_at": "2026-07-03T10:42:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e58fe8584895f5915b1f3faca31f774d25cb29a",
          "body": "…_REG (#355)",
          "is_bot": false,
          "headline": "feat(rdma): add dmabuf-first MR registration with MORI_DISABLE_DMABUF…",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-07-01T12:39:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca32484d5339f85a093679b86e25f5745a65c3f8",
          "body": null,
          "is_bot": false,
          "headline": "perf(io): eliminate SQ full spin with futex admission (#439)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-07-01T06:01:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87f24b4c52af84148432a5204d0c4893a0e98185",
          "body": "feat(ccl): add param-contiguous SDMA allgather\n\nAdd a param-contiguous SDMA allgather path for FSDP zero-copy output while keeping the existing rank-major allgather path unchanged.",
          "is_bot": false,
          "headline": "feat(ccl): add param-contiguous SDMA allgather",
          "author_name": "wuyl1",
          "author_login": "wuyl1",
          "committed_at": "2026-06-30T13:18:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c2377b43e1c636c2eab87bbdb1bfbb8615ec861",
          "body": "migrate bnxt 300x CI to 325 platform, CI pass & nightly pass",
          "is_bot": false,
          "headline": "(CI) migrate bnxt 300x CI to 325 platform (#438)",
          "author_name": "QizhouZhang97",
          "author_login": "QizhouZhang97",
          "committed_at": "2026-06-30T09:57:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "908ccbad86698eb3de709b2be9be993d909f06fb",
          "body": null,
          "is_bot": false,
          "headline": "feat(shmem): bind ranks to GPU-local CPUs by default (#401)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-06-29T15:43:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f0c261c31409a7343912ea50e0068bd1f9dbabe",
          "body": "…(#440)",
          "is_bot": false,
          "headline": "perf(umbp): reduce master RPC latency under load, add kv-event bench …",
          "author_name": "Wu, Yutong",
          "author_login": "isytwu",
          "committed_at": "2026-06-29T14:13:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8c2d0c8186746b553882122db08f74bb045aff4",
          "body": "… (#429)\n\n- Replace hard-coded mi300xOamMap with KFD's per-link RecSdmaEngIdMask;\n  keep the static map as fallback.\n- Round-robin channels across recommended engines; loopback uses a\n  general engine.\n- Bit-for-bit equivalent to the old map on MI300X.\n- SDMA queues created with PRIORITY_MAXIMUM (was NORMAL).",
          "is_bot": false,
          "headline": "feat(sdma): use KFD recommended engine mask for SDMA engine selection…",
          "author_name": "Pavel Emeliyanenko",
          "author_login": "pemeliya",
          "committed_at": "2026-06-29T14:05:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "877672b93dc9fb2169514cc46deb707fd6cba5fe",
          "body": "The old reconstruction misread a stale 16-bit CQE behind cons as a 64K wrap, pushing doneIdx ~64K past postIdx, so quiet returned early and inflated bandwidth (8MB ~120 GB/s). Now we rebuild via the forward 16-bit delta, bounded by the in-flight window (postIdx - cons, <65536), dropping stale reads. Verified: 0 spikes over 100+ runs.",
          "is_bot": false,
          "headline": "(bugfix)Fix MLX5 collapsed-CQ bandwidth spikes (#435)",
          "author_name": "QizhouZhang97",
          "author_login": "QizhouZhang97",
          "committed_at": "2026-06-29T13:04:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de49c838ad8bb875963e1c4bec579e521eb8ba8e",
          "body": "…ate repeated loads (#412)",
          "is_bot": false,
          "headline": "perf(ep): improve intranode dispatch kernel load balancing and elimin…",
          "author_name": "kawhil-amd",
          "author_login": "kawhil-amd",
          "committed_at": "2026-06-29T09:07:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8db9f5ad32ba83d0c01274fdaac78be2e70682d2",
          "body": null,
          "is_bot": false,
          "headline": "feat(io): Enable worker chunking for GPU single-NIC sessions (#436)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-06-29T08:52:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a7c99e234f040e4c20999cfbc5abd76504e982e",
          "body": null,
          "is_bot": false,
          "headline": "Harden RDMA control-plane resilience (#432)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-06-29T02:35:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc5e96ee75f2295938ea8dd443c6f70abd80bfcd",
          "body": "…ptimization (#419)\n\n  - Fix Flush(): was a no-op; KV placement events now drain immediately via heartbeat condvar wakeup instead of waiting for the next interval tick.\n  - Hot-path optimization (BatchLookupForRouteGet): single steady_clock read per batch threaded through per-key lease/LRU bumps; fa\n[…]\n\n  - BatchResolveKeysResponse hoists batch-invariant buffer descriptors and page_size out of per-key entries, with omit_descs to suppress after first hydration. Encode/decode in batch_resolve_codec.h.",
          "is_bot": false,
          "headline": "Feature: add umbp benchmark / distributed mode flush API / hot-path o…",
          "author_name": "TianDi101",
          "author_login": "TianDi101",
          "committed_at": "2026-06-26T07:50:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "37fb0a398619f34338711f14164677e822fb9eac",
          "body": null,
          "is_bot": false,
          "headline": "fix(io): set QP max_inline_data for notification SENDs (#424)",
          "author_name": "Amir Akbarzadeh",
          "author_login": "amirakb89",
          "committed_at": "2026-06-26T04:04:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e31d426a13e96e1cbff96a1c904d291aefe8c46a",
          "body": "…ion (#396)\n\nSigned-off-by: Rita Brugarolas Brufau <rita.brugarolasbrufau@amd.com>",
          "is_bot": false,
          "headline": "feat(ep): add AccumNum=9 vec8 intranode combine for shared-expert fus…",
          "author_name": "Rita Brugarolas",
          "author_login": "rbrugaro-amd",
          "committed_at": "2026-06-25T02:26:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "844799ef25b12f7b7ea9f6dab3b6f4930354ee07",
          "body": null,
          "is_bot": false,
          "headline": "Doc: add mori sglang news (#423)",
          "author_name": "billishyahao",
          "author_login": "billishyahao",
          "committed_at": "2026-06-24T09:10:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e87e4f7181f1fe1c27f118f67f8939138515378",
          "body": "Make mori check robust to NIC naming and missing tooling\n\nDetect RDMA NICs by PCI vendor id (0x1dd8 ionic, 0x14e4 bnxt) instead of IB device names, which are unreliable — ionic cards may appear as ionic_*, roceensp*, etc. Added a nicctl availability probe: when nicctl is absent or cannot enumerate t\n[…]\nhe bandwidth checks still run. Also added pciutils (provides lspci, required by nicctl) and sudo to the deploy-mori skill's base package install, since their absence was the root cause of the failures",
          "is_bot": false,
          "headline": "(bugfix) fix tool bug when tested in 714 docker (#418)",
          "author_name": "QizhouZhang97",
          "author_login": "QizhouZhang97",
          "committed_at": "2026-06-24T09:08:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f1813831dfff4731a4a058461540e96c5221d102",
          "body": null,
          "is_bot": false,
          "headline": "fix(io): RDMA QP load imbalance (#420)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-06-23T07:37:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6242de7abd401940d7f21660aa0fef84e55b7abe",
          "body": "…red-CI flakiness (#417)",
          "is_bot": false,
          "headline": "test(umbp): use kernel-assigned ports in distributed tests to fix sha…",
          "author_name": "Wu, Yutong",
          "author_login": "isytwu",
          "committed_at": "2026-06-23T07:24:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79e465f99d86730b723d36ab3a880d26a986332c",
          "body": "Fix MORI build + multi-process topology crash on ROCm 7.14\nSummary\nTwo fixes that let MORI build and run on ROCm 7.14 (no regression on 7.2).\n\n1. CMake: missing numa::numa target\nROCm 7.14's hsakmt-config.cmake declares that hsakmt::hsakmt links numa::numa, but ships no find_package/finder to define\n[…]\ntialized HIP — its NEEDED libamdhip64 then resolves to the already-loaded copy by SONAME instead of pulling in a second HIP runtime.\n\nAn optional MORI_ROCM_SMI_PATH env var overrides the library path.",
          "is_bot": false,
          "headline": "(bugfix) mori bug on RoCM714 (#414)",
          "author_name": "QizhouZhang97",
          "author_login": "QizhouZhang97",
          "committed_at": "2026-06-23T06:16:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1f8fd82db3a481cc844b6c6c83f20181f828c7fb",
          "body": "- Per-pair RDMA transfer merge (get + put): collapse pages sharing a (localMR, remoteMR) pair into one BatchRead/BatchWrite with a single TransferStatus/uid; per-pair failures map back to per-key. Also fixes an unlocked dram_memories read race and exposes RDMA knobs via MORI_IO_* env.\n- BatchGet: sp\n[…]\n in-flight window, staging stays per-peer serial, slot commit/abort finalized at wait.\n- Cleanup: regroup the Put/Get hot paths into clear sections; best-effort logging on BatchAbortSlots RPC failure.",
          "is_bot": false,
          "headline": "perf(umbp): optimize PoolClient BatchPut/BatchGet (#403)",
          "author_name": "Wu, Yutong",
          "author_login": "isytwu",
          "committed_at": "2026-06-22T09:57:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1db01d81647fd75e1518f91ab17db77e68ef62f1",
          "body": "…(#386)\n\nSummary\nAdd Broadcom NetXtreme-E (bnxt / Thor2) support to mori check and mori setup, previously ionic-only.\n\nenv_check.sh\nAuto-detect bnxt vs ionic via PCI vendor ID; run vendor-specific checks for firmware, driver, userspace lib, QoS/PFC, and DCQCN\nReplace hardcoded GID index (-x 1, link-\n[…]\nection for 2-TC vs 3-TC layout\nExtract shared QoS constants (ROCE_PRIO, ROCE_DSCP, ROCE_BW) used by both vendors\n\ndeploy-mori skill\nAdd MPI deps to base install; remove unsupported ConnectX references",
          "is_bot": false,
          "headline": "(tools) add Broadcom (bnxt) support to env_check.sh and env_setup.sh …",
          "author_name": "QizhouZhang97",
          "author_login": "QizhouZhang97",
          "committed_at": "2026-06-18T06:23:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "28eb3c70a08a2fe8e3a277d789f4edf6463f1ed0",
          "body": null,
          "is_bot": false,
          "headline": "feat(umbp): pluggable master eviction strategy (#399)",
          "author_name": "Wu, Yutong",
          "author_login": "isytwu",
          "committed_at": "2026-06-18T04:33:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbde9ae2c46c28fef47d986c8caa46607996fb53",
          "body": null,
          "is_bot": false,
          "headline": "Fix(io): RDMA chunking for oversized multi-SGE WRs (#409)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-06-18T04:09:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "227250cefa65be4f9e3d702fb70c2a22bc3b90b2",
          "body": null,
          "is_bot": false,
          "headline": "feat(ep): optimize warp id allocation under dispatch ll kernel (#408)",
          "author_name": "kawhil-amd",
          "author_login": "kawhil-amd",
          "committed_at": "2026-06-18T02:54:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "241b56ad180fc9cb59018f63372d4bf504a9e491",
          "body": "…(#405)\n\nTidy up includes in core/ and application/ and split host code from device code.\ncore/ no longer drags host-only headers (verbs.h / mlx5dv.h / hsakmt) into device builds.\n\n- core/ no longer includes application/; shared bits moved down into core/\n- device-safe WcStatus mirror + vendored mlx\n[…]\nootstrap, host RDMA primitives, duplicate warp/lane helpers\n- host-only *_dv.h moved to application/; core/utils.hpp -> core/utils/utils.hpp\n- bnxt WQE segments written as single 128-bit stores (perf)",
          "is_bot": false,
          "headline": "refactor(core,application): include hygiene + host/device separation …",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-06-17T09:28:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5db792f12778bc4b57c417602582c172f5241a6a",
          "body": "…eted (#404)",
          "is_bot": false,
          "headline": "fix(shmem): public RDMA quiet returned before the caller's WQEs compl…",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-06-17T07:43:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69eba795a377326b4c4739d1d320058414458b07",
          "body": "…amework streams (#402)\n\nSigned-off-by: Chengze Fan <fancz2002@gmail.com>",
          "is_bot": false,
          "headline": "fix(jit): reuse the already-loaded libamdhip64 to avoid HIP 709 on fr…",
          "author_name": "Chengze Fan",
          "author_login": "zx3xyy",
          "committed_at": "2026-06-17T02:22:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b29c56c7c386de37f8965574763459692be35439",
          "body": "… PSN (#395)\n\n- Add BnxtCollapsedCqDrain (one-CQE mode): reconstruct doneIdx from CQE[0], single drainer per QP; mirrors mlx5.\n- Drop WorkQueueHandle::outstandingWqe[65536] (−512 KB/WQ on GPU); reconstruct completions arithmetically.\n- Fix bnxt PSN accounting for mixed per-lane transfer sizes (warp-wide sum + exclusive prefix sum).",
          "is_bot": false,
          "headline": "refactor(bnxt): collapsed-CQ drain, drop outstandingWqe, fix per-lane…",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-06-16T09:47:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "070164292d9380e4def3c940653866285d20d54c",
          "body": "…#389)",
          "is_bot": false,
          "headline": "feat(io/rdma): reuse thread-local scratch buffers on batch hot path (…",
          "author_name": "Stary",
          "author_login": "staryxchen",
          "committed_at": "2026-06-16T03:46:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe5ea2be9a86e42871ea8242823b3af516cfe3b2",
          "body": "…-affinity knobs (#382)",
          "is_bot": false,
          "headline": "feat(umbp): improve BatchRoutePut placement with select-algo and node…",
          "author_name": "Wu, Yutong",
          "author_login": "isytwu",
          "committed_at": "2026-06-16T02:42:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "974dccefb3f4db92ceb1ff0d269eebfbe46520b4",
          "body": "* perf(umbp/dram): multi-threaded batch read + AVX2 NT CopyBlock\n\nOverride DRAMTier::ReadBatchIntoPtr with a parallel CopyBlock path\n(UMBP_DRAM_READ_THREADS threads, default 8, capped to hardware\nconcurrency) and advertise batch_read so LocalStorageManager dispatches\nthe batched L3->L2 read instead \n[…]\ng-format hook (mirrors-clang-format v20.1.8, BasedOnStyle: Google,\nColumnLimit 100). No functional change.\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nCo-authored-by: 123 <123@amd.com>",
          "is_bot": false,
          "headline": "Perf/umbp dram parallel copy (#392)",
          "author_name": "figo",
          "author_login": "zhangfei829",
          "committed_at": "2026-06-15T12:00:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "edc18f106c159ced43841b7e04498cbc16764bbc",
          "body": "… fallback (#387)",
          "is_bot": false,
          "headline": "fix: detect same physical node by MORI_NODE_ID/boot_id, with hostname…",
          "author_name": "Wu, Yutong",
          "author_login": "isytwu",
          "committed_at": "2026-06-12T05:07:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a901b28dddcfd9ac975fde02e0bcdad83c8926f",
          "body": "…(#381)",
          "is_bot": false,
          "headline": "fix(topo): recognize VGA (0x0300) and 3D (0x0302) PCI classes as GPU …",
          "author_name": "jlochhead",
          "author_login": "jlochhead",
          "committed_at": "2026-06-11T15:07:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "636cfc7b6c8d0e8d904627bd448748c02617c6fd",
          "body": null,
          "is_bot": false,
          "headline": "ci: add CodeQL SAST workflow and fix all high-severity findings (#385)",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-06-11T14:27:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26b40dbcf9d9fd603a10df57bb3134b6ed2f44df",
          "body": "- Change default qpPerTransfer = 4 to avoid AINIC resource overflow\n- Add logs for rdma transport implementation",
          "is_bot": false,
          "headline": "Fix: umbp qp per transfer default value & add logs (#384)",
          "author_name": "TianDi101",
          "author_login": "TianDi101",
          "committed_at": "2026-06-11T08:38:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "746408a890feeac35e008a1a99b865a5c50ad1f5",
          "body": "* feat(rdma): add rail affinity support for endpoint connection\n\n---------\n\nSigned-off-by: staryxchen <staryxchen@tencent.com>",
          "is_bot": false,
          "headline": "feat(io): add rail affinity for RDMA endpoint connection (#370)",
          "author_name": "Stary",
          "author_login": "staryxchen",
          "committed_at": "2026-06-11T03:19:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "452ff976f593294df26f5c73586a1ba3d6b385be",
          "body": "…e (#380)",
          "is_bot": false,
          "headline": "test(umbp): align distributed tests with current API and regroup CMak…",
          "author_name": "Wu, Yutong",
          "author_login": "isytwu",
          "committed_at": "2026-06-10T15:24:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6370be63f1204c145cdea6688c7e21a326437c1b",
          "body": null,
          "is_bot": false,
          "headline": "test(io): add --target-dev-offset to MORI-IO benchmark (#379)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-06-10T12:56:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5f4b286ea502d507a2ebc39ea3574dadb2e6952",
          "body": "… 0xff (#378)",
          "is_bot": false,
          "headline": "fix(topology): avoid infinite loop on PCI bridge with subordinate bus…",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-06-10T09:33:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a14e6992ffa95478e83127fe2672afff2840856f",
          "body": "…(#373)\n\n- Add ibv_shim.cpp for loading libibverbs at runtime\n- MORI_IBVERBS_LIB env var for optiaoal runtime libibverbs loading",
          "is_bot": false,
          "headline": "feat(rdma): load libibverbs at runtime via dlopen instead of linking …",
          "author_name": "jhchouuu",
          "author_login": "jhchouuu",
          "committed_at": "2026-06-09T08:48:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff70d073a129f850624c74f9d2e38f25549d6c4b",
          "body": "* Enhance sentinel handling in dispatch and combine operations\n\n- Implement logic to skip processing for negative expert IDs in both intra-node and inter-node dispatch functions.\n- Update the test suite to support various patterns of sentinel injection, ensuring that dispatched and combined outputs \n[…]\nhed indices\n\n* Add routing handle tests to CI and nightly workflows\n\n* Fix formatting\n\n* Address PR comments\n\n* Fix formatting\n\n* Fix formatting\n\n* Fix formatting dispatch combine ll\n\n* Merge clean up",
          "is_bot": false,
          "headline": "Add Training support to MORI (#335)",
          "author_name": "sudhu2k",
          "author_login": "sudhu2k",
          "committed_at": "2026-06-09T07:15:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bf99bdf18fc69887a346913ca01c315c2aa9bd4c",
          "body": "- Enable UMBP by default while keeping SPDK opt-in via BUILD_UMBP_SPDK.\n- Move UMBP Python tests under tests/python/umbp and add MORI-side UMBP coverage.\n- add UMBP python tests to nightly test-wheel job\n\nCo-authored-by: jhchouuu <jiahzhou@amd.com>",
          "is_bot": false,
          "headline": "chore: Enable UMBP by default and isolate UMBP tests (#372)",
          "author_name": "Niko Ma",
          "author_login": "maning00",
          "committed_at": "2026-06-08T13:09:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9c08ca9ac1c9ffe4aa4a6ecc09ebbc58374989e",
          "body": "…n shared runners (#368)\n\n* Initial plan\n\n* Fix UMBP client metrics test port allocation flake\n\n* Harden UMBP metrics test port selection\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Stabilize `umbp_client_metrics` by eliminating test port collisions o…",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-06-08T07:20:06Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9874777c80e60fd245c68bf890f83a310567df2d",
          "body": "* fix(ep): guard all dispatch kernels against out-of-range expert id\n\nEvery dispatch kernel derives the destination rank as\npe = indices[i] / numExpertPerRank and requires 0 <= pe < worldSize. This is\nguarded only by a debug assert (e.g. internode_v1.cpp:387/:493) which the\ndefault Release build com\n[…]\nsts that modeled kernel\npredicates instead of exercising the real dispatch path.\n\nNet change is now only the device-side out-of-range guard in\ninternode_v1 / intranode / internode / low_latency_async.",
          "is_bot": false,
          "headline": "fix(ep): guard dispatch kernels against out-of-range expert id (#363)",
          "author_name": "inkcherry",
          "author_login": "inkcherry",
          "committed_at": "2026-06-08T05:45:50Z",
          "body_truncated": true,
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        },
        {
          "oid": "158c7e8335a0b19b3f1f422ff134d7869252135e",
          "body": "…tecture (#257)\n\nCo-authored-by: TianDi101 <ditian12@amd.com>\nCo-authored-by: Niko Ma <nima@amd.com>",
          "is_bot": false,
          "headline": "Refactor(umbp): introduce IUMBPClient interface for dual-scheme archi…",
          "author_name": "Wu, Yutong",
          "author_login": "isytwu",
          "committed_at": "2026-06-08T03:26:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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                "detail": "top contributor authored 32% of commits",
                "points": 15.2,
                "status": "partial",
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                  {
                    "code": "top_contributor_share",
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                      "share": 32
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "31 contributors",
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                "status": "met",
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                    "code": "contributors_sampled",
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                "key": "openssf_scorecard_contributors",
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            ]
          },
          {
            "key": "responsiveness",
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                "key": "issue_resolution",
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 13/30 approved changesets -- score normalized to 4",
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          },
          {
            "key": "stewardship",
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            "notes": [],
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              "is_verified": null,
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            "components": [
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                "key": "ownership_backing",
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                "detail": "organization-owned",
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                    "code": "owner_organization",
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                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
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                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "2,350 followers of ROCm",
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                    "code": "owner_followers",
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
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                "detail": "400 public repos, account ~9 yr old",
                "points": 25,
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                "details": [
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                    "code": "public_repos",
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
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              "ecosystems": "pypi",
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            "components": [
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                "key": "published_resolvable",
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                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
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                "max_points": 25
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                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
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                    "code": "publish_recency",
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                "key": "version_history",
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                "details": [
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                "key": "not_deprecated",
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "name": "Engineering Quality",
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            "key": "engineering_practices",
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "7 workflow(s)",
                "points": 24,
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                    "code": "ci_workflows",
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                "max_points": 24
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              {
                "key": "tests_present",
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              {
                "key": "linter_config",
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                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
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                "points": 30,
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                "max_points": 30
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              {
                "key": "documentation_directory",
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                "key": "documentation_homepage_site",
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                "key": "repository_description",
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              },
              {
                "key": "topics",
                "name": "Topics",
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                "points": 0,
                "status": "missed",
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              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "metrics": [
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            "key": "security_posture",
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            "value": 45,
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                "key": "binary_artifacts",
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                "points": 7.5,
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
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                "key": "ci_tests",
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
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                "key": "code_review",
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                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
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                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
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                "details": [],
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              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
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              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
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                "max_points": 2.5
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                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10",
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                "status": "met",
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                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
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                "status": "excluded",
                "details": [
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                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
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              {
                "key": "sast",
                "name": "SAST",
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                "status": "missed",
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                "key": "security_policy",
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                "detail": "security policy file not detected",
                "points": 0,
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              },
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                "key": "signed_releases",
                "name": "Signed-Releases",
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                "key": "token_permissions",
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                "points": 0,
                "status": "missed",
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
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            ]
          },
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            "key": "high_risk_jurisdiction_exposure",
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            "notes": [
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                "code": "jurisdiction_evidence_limits",
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            ],
            "value": 100,
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                "key": "policy_exposure_multiplier",
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                "detail": "no confirmed policy-scope location match",
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                "status": "met",
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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        "key": "ai_readiness",
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        "name": "AI Readiness",
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                "key": "machine_readable_docs_llms_txt",
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                "key": "legible_commit_history",
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                "key": "openssf_scorecard_pinned_dependencies",
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            "key": "ai_interfaces",
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            "note": null,
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                "key": "api_schema_openapi_graphql_proto",
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                "status": "met",
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                    "code": "file_list",
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              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "example, examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:amd_mori@1.2.2; advisories assessed against the repository dependency graph instead",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T20:56:47.019028Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/ROCm/mori.svg",
  "full_name": "ROCm/mori",
  "license_state": "standard",
  "license_spdx": "MIT"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.26.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.