Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-21 23:18 UTC

abacusmodeling / abacus-develop

An electronic structure package based on either plane wave basis or numerical atomic orbitals.

C++LGPL-3.0★ 207 зірок⑂ 287 форківз січ. 2021 р.Переглянути на GitHub ↗

abacusmodeling/abacus-develop має індекс здоров’я 69 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (90/100), найнижчий — Security (54/100). Останнє оновлення було 25 днів тому. Більшість нещодавньої роботи виконують 6 учасників.

69
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

69
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.

Власність

abacusmodelingОрганізація
35 підписників17 публічних репозиторіївз січ. 2021 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIpyabacusвказує на інший репозиторій — не оцінюється1.2.1-5770 днів тому

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

55Помірний · 22% загального індексу

Активність розробки

40У зоні ризику
Як обчислюється оцінка
28.8/36Свіжість push — останній push 25 дн. тому
1.4/36Ритм комітів — 2/52 тижнів із комітами
10/18Обсяг комітів — 12 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Використані вхідні дані
commits_last_year12
human_commit_share1
days_since_last_push25
active_weeks_last_year2
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 82 релізів
16.2/36Свіжість релізів — останній реліз 239 дн. тому
27/27Ритм релізів — реліз кожні ~14 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count82
latest_release_tagv3.9.0.19
releases_from_tagsні
days_since_latest_release239
mean_days_between_releases14
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

70Добрий · 18% загального індексу
Як обчислюється оцінка
37.5/60Зірки — 207 зірок
20.5/25Форки — 287 форків
5.8/15Спостерігачі — 12 спостерігачів
Використані вхідні дані
forks287
stars207
watchers12
growth_stateorganic
growth_factor_pct100
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (LGPL-3.0)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductні
has_pull_request_templateтак

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

74Добрий · 24% загального індексу
Як обчислюється оцінка
48.6/54Бас-фактор — на 6 контриб’ютор(ів) припадає половина всіх комітів
19.4/22.5Розподіл комітів — головний контриб’ютор — автор 14% комітів
13.5/13.5Широта контриб’юторів — 99 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 12 contributing companies or organizations
Використані вхідні дані
bus_factor6
contributors_sampled99
top_contributor_share0,139
Як обчислюється оцінка
43.9/46.8Вирішення issue — закрито 94% issue
22.8/38.3Прийняття PR — злито 163/273 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs163
open_issues6
closed_issues93
issue_closed_ratio0,939
closed_unmerged_prs110
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
11.2/25Охоплення власника — 35 підписників у abacusmodeling
20.1/25Послужний список — 17 публічних репозиторіїв, вік облікового запису ~5 р.
Використані вхідні дані
followers35
owner_typeOrganization
is_verified
owner_loginabacusmodeling
public_repos17
account_age_days2 008

Інженерна якість

Чи наявні базові інженерні практики та документація?

90Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 12 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера
9.6/9.6Pre-commit-хуки
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigтак
has_linter_configтак
has_precommit_configтак
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

54Помірний · 16% загального індексу

Стан безпеки

42У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — немає даних
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 12 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4,2
Виключено з оцінювання (немає даних або не застосовно): ci_tests, packaging, signed_releases. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
25/25Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories0
affected_packages0
assessed_packages1
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:pyabacus@1.2.1 — тим, що тягне за собою встановлення опублікованого пакета, — 1 пакетів. Досяжність не аналізується.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

64Помірний · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 97 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,97
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — 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
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — C++ (статично типізована)
10/10Відтворюване середовище — devcontainer, Dockerfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
5/8Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfiles
has_dockerfileтак
typed_languageтак
bootstrap_filesdocs/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_devcontainerтак
has_linter_configтак
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — C++ (статично типізована)
54.6/55Керовані розміри файлів — 15/2 072 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageC++
largest_source_bytes2 185 065
source_files_sampled2 072
oversized_source_files15
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalні
api_schema_files

Ключові факти

207зірок GitHub
99контриб'юторів
12комітів за останні 12 місяців
25днів від останнього пушу
82релізів
6бас-фактор
6відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • 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

Докладніше

Історія зірок і форків 207 ★ / 287 ⇿
207Зірки
287Форки
82Релізи

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

040801201602002402073952021-012023-102026-07
Мажорні 1Мінорні 11Патчі 51

Кожна точка охоплює 6 днів.

OpenSSF Scorecard 4.2 / 10
4.2сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-21 23:17 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
н/дCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 12 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Усі залежності 12

Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 12 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIbreatheнепряма
PyPIdeepmodeling-sphinxнепряма
PyPIexhaleнепряма
PyPIlxmlнепряма
PyPImatplotlibнепряма
PyPImyst-parserнепряма
PyPInumpyнепряма
PyPIsetuptoolsнепряма
PyPIsphinxнепряма
PyPIsphinx-book-themeнепряма
PyPIsphinx-rtd-themeнепряма
PyPIurllib3непряма
Сповіщення про залежності 0

Встановлення pypi:pyabacus@1.2.1 тягне 1 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 161595,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "C": 52320,
        "C++": 18252421,
        "Cuda": 843203,
        "HTML": 1330,
        "Roff": 4490,
        "CMake": 180234,
        "Shell": 338720,
        "Python": 493794,
        "Gnuplot": 2234,
        "Makefile": 28621,
        "Batchfile": 799,
        "PureBasic": 1656
      },
      "pushed_at": "2026-06-26T08:33:04Z",
      "created_at": "2021-01-20T03:44:16Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-18T16:18:25Z",
      "description": "An electronic structure package based on either plane wave basis or numerical atomic orbitals.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "LGPL-3.0",
      "default_branch": "develop",
      "license_spdx_raw": "LGPL-3.0",
      "primary_language": "C++",
      "significant_languages": [
        "C++"
      ]
    },
    "owner": {
      "blog": "http://abacus.ustc.edu.cn/",
      "name": null,
      "type": "Organization",
      "login": "abacusmodeling",
      "company": null,
      "location": null,
      "followers": 35,
      "avatar_url": "https://avatars.githubusercontent.com/u/77711195?v=4",
      "created_at": "2021-01-20T03:34:01Z",
      "is_verified": null,
      "public_repos": 17,
      "account_age_days": 2008
    },
    "license": {
      "state": "standard",
      "spdx_id": "LGPL-3.0",
      "raw_spdx": "LGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v3.9.0.19",
          "kind": "other",
          "published_at": "2025-11-24T10:13:57Z"
        },
        {
          "tag": "v3.10.1",
          "kind": "patch",
          "published_at": "2025-11-21T08:18:41Z"
        },
        {
          "tag": "v3.9.0.18",
          "kind": "other",
          "published_at": "2025-11-24T10:13:10Z"
        },
        {
          "tag": "v3.9.0.17",
          "kind": "other",
          "published_at": "2025-11-24T10:12:14Z"
        },
        {
          "tag": "v3.9.0.16",
          "kind": "other",
          "published_at": "2025-11-24T10:11:25Z"
        },
        {
          "tag": "v3.9.0.15",
          "kind": "other",
          "published_at": "2025-11-24T10:10:46Z"
        },
        {
          "tag": "v3.9.0.14",
          "kind": "other",
          "published_at": "2025-11-24T10:10:09Z"
        },
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          "headline": "new gint module (This is a big PR that replaces old integral codes) (…",
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          "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",
          "author_login": "Cstandardlib",
          "committed_at": "2025-06-24T16:22:41Z",
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          "headline": "Fix: skip mix_dmr after the last iteration (#6331)",
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          "oid": "71a7b2d3adf9b988cdf3f54f05e162b9afbcac20",
          "body": "…T (#6329)",
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          "headline": "Refactor: release the limit (<150) on length of comment lines of INPU…",
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          "author_login": "kirk0830",
          "committed_at": "2025-06-23T13:49:57Z",
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          "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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          "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…",
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          "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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          "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>",
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          "headline": "Feature&Doc&Tests: Support for deepks_v_delta=-1&-2 (#6245)",
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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)",
          "author_name": "linpeize",
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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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          "oid": "44ff32eb552623caa961c4ec527b1a493a628b48",
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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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          "oid": "7620b59e01850020c00587830ae0cfdb630824fd",
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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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          "author_login": "linpeize",
          "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",
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          "headline": "print out geometry information during bfgs_trad relax (#6314)",
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          "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)",
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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>",
          "is_bot": false,
          "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>",
          "is_bot": false,
          "headline": "add write_libxc_r (#6293)",
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          "author_login": "linpeize",
          "committed_at": "2025-06-18T05:01:13Z",
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          "oid": "9efc3e9ef8fa57260fdbb88034ae2e097de0f10d",
          "body": "* Rename module_hsolver to source_hsolver\n\n* Move .dat files into new directory",
          "is_bot": false,
          "headline": "[Refactor] Rename module_hsolver to source_hsolver (#6305)",
          "author_name": "Critsium",
          "author_login": "Critsium-xy",
          "committed_at": "2025-06-18T00:57:21Z",
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        {
          "oid": "dc4a8f5306880bdb07457348e0e38749629be38f",
          "body": "Co-authored-by: haozhihan <haozhi.han@stu.pku.edu.cn>",
          "is_bot": false,
          "headline": "Rename module_esolver to source_esolver (#6300)",
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          "author_login": "Critsium-xy",
          "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",
          "is_bot": false,
          "headline": "Update output filenames for PCHG (#6299)",
          "author_name": "Mohan Chen",
          "author_login": "mohanchen",
          "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>",
          "is_bot": false,
          "headline": "Feature: add complex erf function (#6301)",
          "author_name": "jiyuyang",
          "author_login": "1041176461",
          "committed_at": "2025-06-17T08:29:58Z",
          "body_truncated": true,
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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>",
          "is_bot": false,
          "headline": "refactor `Exx_Info::coulomb_param` for RI (#6295)",
          "author_name": "linpeize",
          "author_login": "linpeize",
          "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",
          "is_bot": false,
          "headline": "[Refactor] Move certain files to source_main (#6290)",
          "author_name": "Critsium",
          "author_login": "Critsium-xy",
          "committed_at": "2025-06-16T12:29:33Z",
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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",
          "is_bot": false,
          "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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        {
          "oid": "61268435eedb2e92efd3f2ae89d0f1a13522edc5",
          "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>",
          "is_bot": false,
          "headline": "Refactor: Optimize the code structure of K_Vectors (#6263)",
          "author_name": "Hongxu Ren",
          "author_login": "Flying-dragon-boxing",
          "committed_at": "2025-06-13T12:01:44Z",
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          "oid": "6742c156a4d55faaacdf6f98ba0b6a2060496ff5",
          "body": "…n functionals (#6270)\n\n* Feature: add xcpnet_exch/corr_placeholder parameters to tune XC manually\n\n* Refactor: remove the xc_functional_libxc_id.cpp because it is not used\n\n* Change the default values of xcpnet_exch/corr_placeholder to those of pbe\n\n* change the name of keywords\n\n* update docs\n\n* c\n[…]\nap\n\n* remove unnecessary dependency on parameter.h\n\n* update the name of parameters and polish the note in docs\n\n* add assertion to avoid memory access ub\n\n* update doc\n\n* correct extended -> external",
          "is_bot": false,
          "headline": "Feature: universal customized parameterization on exchange-correlatio…",
          "author_name": "kirk0830",
          "author_login": "kirk0830",
          "committed_at": "2025-06-13T05:27:28Z",
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        },
        {
          "oid": "3cad42496341e0377b2a56292a21aa83df182ff1",
          "body": "* Combine some checking functions in DeePKS.\n\n* Remove check_f_delta().\n\n* Remove check_o_delta().\n\n* Update vdpre_ref.dat\n\n* Fix a bug.\n\n* Fix a merge bug.\n\n* Reduce the memory cost for DeePKS GO-UT.",
          "is_bot": false,
          "headline": "Refactor: Combine some checking functions in DeePKS. (#6285)",
          "author_name": "Erjie Wu",
          "author_login": "ErjieWu",
          "committed_at": "2025-06-13T05:20:21Z",
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            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "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
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 12 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "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"
}

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.26.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистикаPyPI.