C++ · PythonMIT★ 154 stars⑂ 67 forkssince Apr 2025View on GitHub ↗
ROCm/mori holds a health index of 74 out of 100, placing it in the Good band. It scores highest on Vitality (95/100) and lowest on Security (45/100). It was last updated today. 2 contributors account for most of its recent work.
74
overall / 100
Good
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
74
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
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.
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
More detail
Star and fork history 0 ★ / 67 ⇿
0Stars
67Forks
6Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 3Patch 3
OpenSSF Scorecard 4.5 / 10
4.5aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-22 20:56 UTC
Full resolved dependency set from the GitHub dependency graph: 0 direct and 15 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry
Package
Version
Relation
PyPI
cmake
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indirect
PyPI
cython
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indirect
PyPI
myst-parser
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indirect
PyPI
ninja
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indirect
PyPI
prettytable
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indirect
PyPI
pybind11
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indirect
PyPI
pygments
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indirect
PyPI
pytest-assume
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indirect
PyPI
setuptools
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indirect
PyPI
setuptools-scm
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indirect
PyPI
sphinx
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indirect
PyPI
sphinx-autodoc-typehints
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indirect
PyPI
sphinx-copybutton
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indirect
PyPI
sphinx-rtd-theme
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indirect
PyPI
sphinxcontrib-napoleon
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indirect
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem
Raw JSON report machine-readable
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"headline": "fix(umbp): support N host regions per worker in standalone-process mode",
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"body": "…AP_TIMEOUT (#493)",
"is_bot": false,
"headline": "fix(bootstrap): make rendezvous timeout configurable via MORI_BOOTSTR…",
"author_name": "Zhaoyi Li",
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"headline": "feat(umbp): Add UMBP standalone process mode (#460)",
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{
"oid": "c97ab65b412c707de94b2e0ddce0283f1c4edea6",
"body": "… (#494)",
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"headline": "fix(ep): resolve comb_bar cross-call race causing random combine hang…",
"author_name": "kawhil-amd",
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{
"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",
"committed_at": "2026-07-21T03:45:27Z",
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"headline": "bench(io): add mem-type & sweep-step (#489)",
"author_name": "Niko Ma",
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{
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"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": "perf(EPv2): optimize control plane latency in epv2 combine kernels (#…",
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"headline": "io/rdma: use RegisterRdmaMemoryRegionAuto for local + notif MRs (#481)",
"author_name": "Ravi Gupta",
"author_login": "raviguptaamd",
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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",
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"headline": "docs[io]: add tunning guide for benchmark (#485)",
"author_name": "Niko Ma",
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"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 +…",
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{
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"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",
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"headline": "feat(ep): distribute dispatch_combine_v2 as an installable package (#…",
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"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)",
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"author_login": "jhchouuu",
"committed_at": "2026-07-16T05:25:37Z",
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"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,
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},
{
"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,
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{
"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,
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},
{
"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,
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},
{
"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,
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},
{
"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,
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},
{
"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,
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},
{
"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,
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{
"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",
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{
"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
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{
"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,
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{
"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,
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{
"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,
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},
{
"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,
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},
{
"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,
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},
{
"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,
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},
{
"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,
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},
{
"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,
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},
{
"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",
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"headline": "Fix: umbp qp per transfer default value & add logs (#384)",
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"headline": "feat(io): add rail affinity for RDMA endpoint connection (#370)",
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"body": "…ent (#346)\n\nMotivation\nAdd a deploy-mori skill that automates end-to-end MORI deployment inside a Docker container on AINIC (Pensando DSC) hosts.\n\nTechnical Details\nNew skill at .claude/skills/deploy-mori/SKILL.md or .cursor/skills/deploy-mori/SKILL.md covering container startup, base package installation, ainic bundle detection, rdma-core build, nicctl install, and MORI source install.\n\nCo-authored-by: Qizhou Zhang <qizzhang@smci355-ccs-aus-n06-21.prov.aus.ccs.cpe.ice.amd.com>",
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"body": "## Motivation\nMORI must support both CCQE and non-CCQE ionic deployments from a single\nbinary. The previous build-time IONIC_CCQE macro forced a recompile per\nhost and broke when libionic.so and mori_application.so were out of sync.\n\nThis change moves the decision to runtime: dlsym ionic_dv_create_c\n[…]\n. Fixed a bug in the ionic GDA implementation \nwhere only the non-CCQE poll-CQ path was implemented; removed the now-redundant \nduplicate poll-CQ code.\n\nCo-authored-by: Qizhou Zhang <qizzhang@amd.com>",
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"code": "license_spdx",
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}
],
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},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
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},
{
"key": "issue_template",
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"points": 0,
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},
{
"key": "pr_template",
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"max_points": 6.3
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]
},
{
"key": "ecosystem_adoption",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
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"dependents": null,
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"total_downloads": null,
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"components": [
{
"key": "monthly_downloads",
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"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 566,
"ecosystems": "pypi"
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}
],
"max_points": 80
},
{
"key": "registry_dependents",
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"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
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}
],
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]
}
],
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},
{
"key": "governance",
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"notes": [],
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"components": [
{
"key": "bus_factor",
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"code": "bus_factor",
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}
],
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{
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"code": "top_contributor_share",
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}
],
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{
"key": "contributor_breadth",
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],
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{
"key": "openssf_scorecard_contributors",
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"max_points": 10
}
]
},
{
"key": "responsiveness",
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"notes": [],
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"issue_closed_ratio": 0.758,
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"components": [
{
"key": "issue_resolution",
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"status": "partial",
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"code": "issues_closed_share",
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}
],
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{
"key": "pr_acceptance",
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"detail": "372/414 decided PRs merged",
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"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"points": 6,
"status": "partial",
"details": [],
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
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"key": "ownership_backing",
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{
"code": "owner_organization",
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],
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{
"key": "verified_domain",
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"points": 0,
"status": "missed",
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},
{
"key": "owner_reach",
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],
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{
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"status": "met",
"details": [
{
"code": "public_repos",
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},
{
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}
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
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"components": [
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"code": "packages_published",
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}
],
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{
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"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
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}
],
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{
"key": "version_history",
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"points": 20,
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"details": [
{
"code": "published_versions",
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}
],
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{
"key": "not_deprecated",
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"details": [
{
"code": "package_not_deprecated",
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}
],
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]
}
],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
"value": 86,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
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"has_tests": true,
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "7 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
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}
],
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{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
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"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"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": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
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"points": 20,
"status": "met",
"details": [],
"max_points": 20
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]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
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"details": [],
"max_points": 30
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{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
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{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
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{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
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{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 45,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"name": "Security posture",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 45,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 4.5
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
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{
"key": "branch_protection",
"name": "Branch-Protection",
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"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
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{
"key": "ci_tests",
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"status": "met",
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
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{
"key": "code_review",
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"detail": "Found 13/30 approved changesets -- score normalized to 4",
"points": 3,
"status": "partial",
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{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"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": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"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 10 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"max_points": 5
},
{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "sast",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "signed_releases",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
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"detail": "detected GitHub workflow tokens with excessive permissions",
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"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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"status": "partial",
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"max_points": 7.5
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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,
"inputs": {
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"components": [
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"code": "jurisdiction_no_match",
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}
],
"max_points": 100
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]
}
],
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{
"key": "ai_readiness",
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
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"key": "ai_agent_context",
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"notes": [],
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"components": [
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],
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{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
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"key": "legible_commit_history",
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"code": "legible_history",
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}
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]
},
{
"key": "ai_verify_loop",
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"components": [
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{
"key": "automated_tests",
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{
"key": "lint_format_config",
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{
"key": "static_type_checking",
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{
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"components": [
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{
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]
},
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"key": "ai_interfaces",
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"components": [
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"key": "api_schema_openapi_graphql_proto",
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"detail": "src/umbp/distributed/proto/umbp.proto, src/umbp/distributed/proto/umbp_peer.proto, src/umbp/distributed/proto/umbp_standalone.proto",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/umbp/distributed/proto/umbp.proto, src/umbp/distributed/proto/umbp_peer.proto, src/umbp/distributed/proto/umbp_standalone.proto"
}
}
],
"max_points": 40
},
{
"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"
}
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.26.0 — full methodology · metrics wiki.
