abacusmodeling/abacus-develop holds a health index of 69 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (90/100) and lowest on Security (54/100). It was last updated 25 days ago. 6 contributors account for most of its recent work.
69
overall / 100
Moderate
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.
69
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.
Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25
Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40
No advisories left outstanding — no advisory carries a publication date
Inputs used
source
osv
advisories
0
affected_packages
0
assessed_packages
1
unassessed_packages
0
affected_by_severity
none
direct_affected_packages
0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pyabacus@1.2.1 runtime dependency closure — what installing the published package pulls in — 1 packages. Reachability is not analyzed.
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.
Could not fetch pypi package 'abacus_plot' from its registry
pypi package 'pyabacus' points at a different repository (https://github.com/Tausand-dev/PyAbacus); excluded from ecosystem scoring
More detail
Star and fork history 207 ★ / 287 ⇿
207Stars
287Forks
82Releases
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 1Minor 11Patch 51
Each point covers 6 days.
OpenSSF Scorecard 4.2 / 10
4.2aggregate
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 · 2026-07-21 23:17 UTC
Full resolved dependency set from the GitHub dependency graph: 0 direct and 12 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry
Package
Version
Relation
PyPI
breathe
—
indirect
PyPI
deepmodeling-sphinx
—
indirect
PyPI
exhale
—
indirect
PyPI
lxml
—
indirect
PyPI
matplotlib
—
indirect
PyPI
myst-parser
—
indirect
PyPI
numpy
—
indirect
PyPI
setuptools
—
indirect
PyPI
sphinx
—
indirect
PyPI
sphinx-book-theme
—
indirect
PyPI
sphinx-rtd-theme
—
indirect
PyPI
urllib3
—
indirect
Dependency advisories 0
Installing pypi:pyabacus@1.2.1 pulls in 1 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
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"body": "* Feature: Implement Xu-Wang-Ma KEDF\n\n* Test: Add two integrate tests for XWM KEDF\n\n* Doc: Update document of XWM KEDF.\n\n* Fix: update kedf_manager.h",
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"body": "… hamilt_pwdft (#6353)\n\n* Rename module_tddft\n\n* Rename hamilt_ofdft\n\n* Renamd hamilt_ofdft\n\n* Rename hamilt_pwdft\n\n* Align doucments",
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"body": "…o source_lcao/module_rdmft and correct some documents (#6344)\n\n* Move module_ri to source_lcao/module_ri\n\n* Modify pathes of file in source_lcao/module_ri\n\n* Fix CMakeFiles in test\n\n* Move module_rdmft to source_lcao/module_rdmft\n\n* Correct documentation\n\n* Line up document\n\n* Fix document about source_relax",
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"headline": "[Refactor] Move module_ri to source_lcao/module_ri and module_rdmft t…",
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"body": "…ated docs and examples (#6345)\n\n* Update docs related to wfc and modify examples\n\n* Remove write_psi_r_1 interface from ABACUS",
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"headline": "Remove useless and outdated `write_psi_r_1` interface and improve rel…",
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"body": "* add #TOTAL ENERGY# for each ion step\n\n* fix bug",
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"headline": "Add \"#TOTAL ENERGY#\" after each ion step (#6342)",
"author_name": "Mohan Chen",
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"headline": "Rename module_md module_relax module_hamilt_lcao module_io (#6340)",
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"committed_at": "2025-06-27T13:49:32Z",
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"oid": "96730e8bcc935df95f09e1f515c69f7172ffd314",
"body": "…#6296)\n\n* version 0.0\n\n* change gemm function\n\n* enable gint_vl_gpu\n\n* add new gemm function\n\n* support rho calculation\n\n* enable fvl calculation\n\n* small change\n\n* enable vlocal-metagga and tau calculation\n\n* add set ddphi\n\n* enable gint_vl_nspin4_gpu\n\n* add gint_vl_metagga_nspin4_gpu\n\n* enable fv\n[…]\n module_lr\n\n* replace module with source\n\n* include missing header\n\n* fix a bug\n\n* update some result.ref\n\n* fix compilation error when MPI is disabled\n\n* add makefile support\n\n* fix compilation error",
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"headline": "new gint module (This is a big PR that replaces old integral codes) (…",
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"oid": "96316975ec30e07205914f4df8f9ff55e4f289e5",
"body": "…pace wave function and partial charge density (#6336)\n\n* Refactor get_pchg for LCAO, remove nbands_istate\n\n* Delete useless CASES_mylist.txt\n\n* Refactor get_pchg for PW, remove useless function input\n\n* Remove useless header files in get_pchg_lcao.h\n\n* Rename IState_Charge to Get_pchg_lcao\n\n* Refactor get_wf for LCAO, remove nbands_istate\n\n* Remove useless header files and cout message in get_wf_lcao\n\n* Unify wf naming in get_wf_pw\n\n* Remove nbands_istate from ABACUS",
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"headline": "Remove INPUT parameter `nbands_istate` and unify the naming of real s…",
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"body": "* feat pexsi\n\n* fix : diag not completed\n\n* feat\n\n* feat: pexsi hsolver\n\n* CMake building implemented\n\n* Works\n\n* adapt to the new container\n\n* Turn off USE_PEXSI\n\n* Update LibRI to 553c91c\n\n* modify include files\n\n* namespace-ize\n\n* new inputs added\n\n* Configure Makefile Compiling, fix typos\n\n* Fix\n[…]\n531+jingan-181@users.noreply.github.com>\nCo-authored-by: StarGrys <771582678@qq.com>\nCo-authored-by: Haozhi Han <haozhi.han@stu.pku.edu.cn>\nCo-authored-by: Mohan Chen <mohan.chen.chen.mohan@gmail.com>",
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"headline": "Fix: Fix Compile Error on CUDA Version > 12.9 (#6337)",
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"body": "…w (#6334)\n\n* Rename module_elecstate to source_estate\n\n* Rename module_psi to source_psi\n\n* Rename module_hamilt_pw to source_pw\n\n* Rename module_hamilt_general to source_hamilt",
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"headline": "[Refactor] Rename module_elecstate and module_psi and module_hamilt_p…",
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"committed_at": "2025-06-25T14:18:30Z",
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"oid": "17d9f1d96ab1efff9846c5d83a8671a41c9c3047",
"body": "…elated code (#6330)\n\n* Remove scc calculation deprecated code of traditional Davidson algorithm.\n\n* Remove scc completely in traditional Davidson.\n\n* Fix test after removal of scc",
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"headline": "Refactor: clean Davidson code, remove deprecated overlap matrix scc r…",
"author_name": "Chen Nuo",
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"committed_at": "2025-06-24T16:22:41Z",
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"oid": "286131292ccfcf91d2499956ad2c11d3d719ddbd",
"body": "* don't mix_dmr in the last step\n\n* fix test reference values",
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"headline": "Fix: skip mix_dmr after the last iteration (#6331)",
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"body": "…T (#6329)",
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"headline": "Refactor: release the limit (<150) on length of comment lines of INPU…",
"author_name": "kirk0830",
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"committed_at": "2025-06-23T13:49:57Z",
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"oid": "80c5265df0309a4b5efe52e7d383159d386298fe",
"body": "…tput eigenvalue information issue (#6326)\n\n* update output files\n\n* keep updating the output information in running log\n\n* update output formats\n\n* change the file name of write_istate_info write_eig_occ\n\n* update output of band information\n\n* update output of eigenvalues, delete useless functions\n\n[…]\nupdate pband\n\n* update DOS info\n\n* fix two tests\n\n* update dH and T(R) matrix output information\n\n* update elecstate_print_test\n\n* update file name of dH/dR\n\n* update examples of dhrxs1\n\n* update test",
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"headline": "Reformat running log, delete 'printe' command in INPUT and fix the ou…",
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"author_login": "mohanchen",
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"oid": "eb9b2283afafc73915437f86c1a8de642e1c69ee",
"body": "…ic steps (#6325)\n\n* add parameter \"deepks_out_freq_elec\"\n\n* set global_deepks_label_elec_dir, make the directory named \"DeePKS_Label_Elec\" when needed\n\n* output files during electronic steps, add function get_filename to simplify the process\n\n* modify get_filename\n\n* change the output process of de\n[…]\ns labels during electronic steps\n\n* add test for deepks_out_freq_elec > 0\n\n* optimize LCAO_deepks_interface\n\n* modify test script for deepks\n\n* add doc for deepks_out_freq_elec\n\n* Update input-main.md",
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"headline": "Add deepks_out_freq_elec for outputting deepks labels during electron…",
"author_name": "Xinyuan Liang",
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"committed_at": "2025-06-22T04:52:52Z",
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"oid": "7f417b28b841faa92c9c5359308b0fe997bfe137",
"body": "…ce_cell (#6319)\n\n* Rename module_basis to source_basis\n\n* Rename module_cell to source_cell\n\n---------\n\nCo-authored-by: Mohan Chen <mohanchen@pku.edu.cn>",
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"headline": "[Refactor] Rename module_basis to source_basis || module_cell to sour…",
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"oid": "f0490592ef2afd4bf2d0fedf691d3eb7c89ce108",
"body": "* Move DeePKS printing message from screen to log file.\n\n* Add support for DeePKS Real space Hamiltonian.\n\n* Fix a merge bug.\n\n* Add DeePKS V_delta_R support in doc&value_check.\n\n* Add integrate test for deepks_v_delta<0.\n\n* Remove redundant code.\n\n* Fix the bug that DeePKS integrate test output 0/1 file.\n\n* Add UT for DeePKS H(R).\n\n* clang-format change.\n\n---------\n\nCo-authored-by: Mohan Chen <mohanchen@pku.edu.cn>",
"is_bot": false,
"headline": "Feature&Doc&Tests: Support for deepks_v_delta=-1&-2 (#6245)",
"author_name": "Erjie Wu",
"author_login": "ErjieWu",
"committed_at": "2025-06-21T09:15:17Z",
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"oid": "867adf7ca114241f50a0d59690d470ce3b84a772",
"body": "* change INPUT exx_ for linear combination of coulomb_param\n\n* git revert a1452937d02b0fb18\n\n* update read_input_ptest.cpp, read_input_item_test.cpp, integrate_tests/INPUT\n\n---------\n\nCo-authored-by: linpz <linpz@mail.ustc.edu.cn>\nCo-authored-by: Mohan Chen <mohanchen@pku.edu.cn>",
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"headline": "change INPUT exx_ for linear combination of coulomb_param (#6316)",
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"committed_at": "2025-06-21T02:45:12Z",
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"oid": "9cd3350d162c9971191a66be929748cadeb54245",
"body": "…o not recommend using unordered_map, which has defects in C++11) (#6318)\n\n* change INPUT exx_ for linear combination of coulomb_param\n\n* git revert a1452937d02b0fb18\n\n* remove deprecated INPUT exx parameters\n\n* 1. change Exx_Info_Global::coulomb_param from unordered_map to map\n2. move exx_symmetry_\n[…]\n_input_item_test.cpp, integrate_tests/INPUT\n\n* add threshold in integrate test 002_NO_GO_AF\n\n---------\n\nCo-authored-by: linpz <linpz@mail.ustc.edu.cn>\nCo-authored-by: Mohan Chen <mohanchen@pku.edu.cn>",
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"headline": "1. change Exx_Info_Global::coulomb_param from unordered_map to map (D…",
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"body": null,
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"headline": "Fix reinterpret bug for c10::complex<double>. (#6321)",
"author_name": "Erjie Wu",
"author_login": "ErjieWu",
"committed_at": "2025-06-21T02:11:17Z",
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"headline": "Update version.h (#6320)",
"author_name": "Xinyuan Liang",
"author_login": "xuan112358",
"committed_at": "2025-06-20T08:00:27Z",
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"oid": "8419964626df3b117500dc3f09a19f83e452ee02",
"body": "* change INPUT exx_ for linear combination of coulomb_param\n\n* git revert a1452937d02b0fb18\n\n* remove deprecated INPUT exx parameters\n\n* update read_input_ptest.cpp, read_input_item_test.cpp, integrate_tests/INPUT\n\n---------\n\nCo-authored-by: linpz <linpz@mail.ustc.edu.cn>",
"is_bot": false,
"headline": "remove deprecated INPUT exx parameters (#6317)",
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"committed_at": "2025-06-20T03:25:08Z",
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"oid": "5f96c22f3ef960562cd55a4e670f08e33b6f8a50",
"body": "* print out geometry information during bfgs_trad relax\n\n* print out geometry information during bfgs_trad relax",
"is_bot": false,
"headline": "print out geometry information during bfgs_trad relax (#6314)",
"author_name": "lanshuyue",
"author_login": "lanshuyue",
"committed_at": "2025-06-19T09:49:13Z",
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"oid": "8d6b780f7c9cc9ae44cb6f38b15152f4608048a8",
"body": "…ut` for clarity (#6313)\n\n* Refactor: change the name of keyword `force_thr_ev2` to `force_zero_out` for clarity\n\n* update the name of variable in unittest\n\n* update testfile",
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"headline": "Refactor: change the name of keyword `force_thr_ev2` to `force_zero_o…",
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"committed_at": "2025-06-19T09:48:25Z",
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"oid": "abcb9f237e6e1b837a7ecccc395ee759cd28669f",
"body": "* Rename module_base to source_base\n\n* Update Makefile",
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"headline": "[Refactor] Rename module_base to source_base (#6311)",
"author_name": "Critsium",
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"committed_at": "2025-06-19T09:47:29Z",
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"oid": "a1452937d02b0fb18361612a0c52521e19f1a091",
"body": "…struction methods. (#6307)\n\n* Use template to reconstruct parse_expression\n\n* Feature: output R matrix at each MD step\n\n* Modify'matrix_HS' to 'matrix' for R matrix output\n\n* Merge branches 'develop' and 'develop' of https://github.com/1041176461/abacus-develop into develop\n\n* Fix: modify index in \n[…]\nby: HTZhao <104255052+ESROAMER@users.noreply.github.com>\nCo-authored-by: maki49 <1579492865@qq.com>\nCo-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>",
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"headline": "Refactor: the ccp parameters to support additional Coulomb matrix con…",
"author_name": "jiyuyang",
"author_login": "1041176461",
"committed_at": "2025-06-19T05:04:23Z",
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"oid": "fe446791725e24019a4f6f6412d8be8a21476c69",
"body": "* update bfgs method\n\n* update bfgs method and modify the parameter force in relax_step to be passed by reference\n\n* update bfgs method and modify the parameter force in relax_step to be passed by reference\n\n* Introduce the differences between the two BFGS methods\n\n* Add & in relax_step input parame\n[…]\nRefactor the code and add comments\n\n* Modify comments\n\n* remove auto\n\n* remove auto\n\n* remove auto\n\n* remove auto\n\n* remove auto\n\n* combine relax_new with relax_old\n\n* combine relax_new with relax_old",
"is_bot": false,
"headline": "Combine relax_new with relax_old (#6303)",
"author_name": "费扬",
"author_login": "19hello",
"committed_at": "2025-06-18T13:36:10Z",
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"oid": "9ac5750efe312abb0bbad543f4681b6dd5653cc0",
"body": "* add write_libxc_r\n\n* 1. chage file_name of write_xc_r according to v3.9.0.7\n2. fix bug of write_xc_r when compiled without Libxc\n3. add description in input-main.md\n\n---------\n\nCo-authored-by: linpz <linpz@mail.ustc.edu.cn>",
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"headline": "add write_libxc_r (#6293)",
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"oid": "9efc3e9ef8fa57260fdbb88034ae2e097de0f10d",
"body": "* Rename module_hsolver to source_hsolver\n\n* Move .dat files into new directory",
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"headline": "[Refactor] Rename module_hsolver to source_hsolver (#6305)",
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"committed_at": "2025-06-18T00:57:21Z",
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"oid": "dc4a8f5306880bdb07457348e0e38749629be38f",
"body": "Co-authored-by: haozhihan <haozhi.han@stu.pku.edu.cn>",
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"headline": "Rename module_esolver to source_esolver (#6300)",
"author_name": "Critsium",
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"committed_at": "2025-06-17T08:39:12Z",
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"oid": "5011d10aebebb1bc9266bd50674a6f176659527d",
"body": "* update PCHG\n\n* update output file names of pchg\n\n* update reference data for PW tests\n\n* delete useless 074 example in 01_PW tests\n\n* update result.ref\n\n* update pchg output\n\n* delete a test in 01_PW\n\n* add ctrl_output_fp files\n\n* update tests in 01_PW\n\n* comment out a test in 11_PW_GPU",
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"headline": "Update output filenames for PCHG (#6299)",
"author_name": "Mohan Chen",
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"committed_at": "2025-06-17T08:36:23Z",
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"oid": "415390d5ea1e7d8dcb824b4569e8c535dca29301",
"body": "* Use template to reconstruct parse_expression\n\n* Feature: output R matrix at each MD step\n\n* Modify'matrix_HS' to 'matrix' for R matrix output\n\n* Merge branches 'develop' and 'develop' of https://github.com/1041176461/abacus-develop into develop\n\n* Fix: modify index in parse_expression\n\n* Fix: add \n[…]\nby: HTZhao <104255052+ESROAMER@users.noreply.github.com>\nCo-authored-by: maki49 <1579492865@qq.com>\nCo-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>",
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"headline": "Feature: add complex erf function (#6301)",
"author_name": "jiyuyang",
"author_login": "1041176461",
"committed_at": "2025-06-17T08:29:58Z",
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"oid": "eb7b555cafd5e4553c03916eeefebab018aa0172",
"body": "* refactor Exx_Info::coulomb_param for RI\n\n* refactor in_built_xc_func_ext_params()\n\n* add precision in ModuleBase::GlobalFunc::TO_STRING()\n\n---------\n\nCo-authored-by: linpz <linpz@mail.ustc.edu.cn>",
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"headline": "refactor `Exx_Info::coulomb_param` for RI (#6295)",
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"committed_at": "2025-06-16T12:31:27Z",
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"oid": "9b0c1f71f9834542132a9550a53043feec641ac9",
"body": "* Move certain files to source_main\n\n* Fix MakeFile\n\n* Fix Makefile 2\n\n* Fix MakeFile 3\n\n* Fix Makefile 4\n\n* Fix Makefile 5\n\n* Fix Makefile 6\n\n* Fix Makefile 8\n\n* Fix Makefile 8\n\n* Fix Makefile 9\n\n* Fix Makefile 10",
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"headline": "[Refactor] Move certain files to source_main (#6290)",
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"oid": "725baaf46f8989ebd512cba91f9b624cdaa30981",
"body": "* begin changing the output file names of out_mat_hs\n\n* update output vxc an output tk\n\n* Fix example 006_NO_GO_OH in 02_NAO_Gamma\n\n* fix a bug\n\n* fix 17_NO_KP_OH example in 03_NAO_multik\n\n* partly update the 19_NO_KP_OH_nscf exxample and related codes\n\n* partly update 20_NO_KP_OHS_S4\n\n* fix the exa\n[…]\nate reference data for DOS\n\n* fix a bug in example 05_NO_KP_DJ_OC2\n\n* fix bug\n\n* update SDFT DOS\n\n* update dos ref\n\n* update DOS examples\n\n* update deepks examples\n\n* add index for examples\n\n* add KPT",
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"headline": "Change examples and update DOS files, etc. (#6291)",
"author_name": "Mohan Chen",
"author_login": "mohanchen",
"committed_at": "2025-06-13T14:57:47Z",
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"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pyabacus@1.2.1 runtime dependency closure — what installing the published package pulls in — 1 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:pyabacus@1.2.1",
"assessed": 1
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 1,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 1,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 3
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 64,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.97,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "97 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 97,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"docs/Makefile",
"python/pyabacus/noxfile.py",
"source/Makefile",
"source/source_basis/module_ao/1_Documents/sphinx/Makefile",
"source/source_basis/module_pw/test/Makefile",
"source/source_lcao/module_deepks/test/Makefile",
"source/source_pw/module_pwdft/Makefile",
"tools/SIAB/SimulatedAnnealing/backup_old_version/1_Source/Makefile",
"tools/SIAB/SimulatedAnnealing/source/Makefile"
],
"has_devcontainer": true,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/Makefile, python/pyabacus/noxfile.py, source/Makefile, source/source_basis/module_ao/1_Documents/sphinx/Makefile, source/source_basis/module_pw/test/Makefile, source/source_lcao/module_deepks/test/Makefile, source/source_pw/module_pwdft/Makefile, tools/SIAB/SimulatedAnnealing/backup_old_version/1_Source/Makefile, tools/SIAB/SimulatedAnnealing/source/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/Makefile, python/pyabacus/noxfile.py, source/Makefile, source/source_basis/module_ao/1_Documents/sphinx/Makefile, source/source_basis/module_pw/test/Makefile, source/source_lcao/module_deepks/test/Makefile, source/source_pw/module_pwdft/Makefile, tools/SIAB/SimulatedAnnealing/backup_old_version/1_Source/Makefile, tools/SIAB/SimulatedAnnealing/source/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "C++ (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "devcontainer, Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "devcontainer, Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "C++",
"largest_source_bytes": 2185065,
"source_files_sampled": 2072,
"oversized_source_files": 15
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "C++ (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "15/2072 source files over 60KB",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 2072,
"oversized": 15
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": [
"Could not fetch pypi package 'abacus_plot' from its registry",
"pypi package 'pyabacus' points at a different repository (https://github.com/Tausand-dev/PyAbacus); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-07-21T23:18:12.275993Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/abacusmodeling/abacus-develop.svg",
"full_name": "abacusmodeling/abacus-develop",
"license_state": "standard",
"license_spdx": "LGPL-3.0"
}
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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.
