Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-25 19:28 UTC
melihbirim / csvql
SQL queries for CSV files. Ultra-fast CSV query engine in Zig with SIMD parsing and parallel execution. CLI: csvql.
melihbirim/csvql має індекс здоров’я 62 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (81/100), найнижчий — AI Readiness (42/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
62
загалом / 100Індекс 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.
62
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)
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
Melih BirimОсобистий обліковий запис
26 підписників60 публічних репозиторіївз вер. 2010 р.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація | Теги |
|---|---|---|---|---|---|---|
| npm | csvql-query | 1.7.2 | 1 199 | 9 | 0 днів тому | csvsqlquerysimdfastetlparser |
| PyPI | csvql-query | 1.7.2 | - | 19 | 0 днів тому | csvquerysqlfastsimd |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
78
Активність розробки
70Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 5.5/36 | Ритм комітів — 8/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 135 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 135 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 8 |
Дисципліна релізів
90Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 35 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~2,8 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Використані вхідні дані
| releases_count | 35 |
| latest_release_tag | v1.7.2 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 2,8 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
46
Популярність і впровадження
21Критичний
Як обчислюється оцінка
| 20.7/60 | Зірки — 20 зірок |
| 0/25 | Форки — 1 форків |
| 0/15 | Спостерігачі — 0 спостерігачів |
Використані вхідні дані
| forks | 1 |
| stars | 20 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
70Добрий
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Впровадження в екосистемі (завантаження)
51Помірний
Як обчислюється оцінка
| 41.1/80 | Щомісячні завантаження — 1 199 завантажень/місяць у npm, pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | csvql-query, csvql-query |
| dependents | — |
| ecosystems | npm, pypi |
| total_downloads | — |
| monthly_downloads | 1 199 |
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
56
Стійкість мейнтейнерів (бас-фактор)
12Критичний
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 0.2/22.5 | Розподіл комітів — головний контриб’ютор — автор 99% комітів |
| 2.7/13.5 | Широта контриб’юторів — 2 контриб’юторів |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,993 |
Реактивність на issue та PR
73Добрий
Як обчислюється оцінка
| 36.7/46.8 | Вирішення issue — закрито 79% issue |
| 36.2/38.3 | Прийняття PR — злито 35/37 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/30 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 35 |
| open_issues | 9 |
| closed_issues | 33 |
| issue_closed_ratio | 0,786 |
| closed_unmerged_prs | 2 |
Власність та опіка
57Помірний
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 10.3/25 | Охоплення власника — 26 підписників у melihbirim |
| 25/25 | Послужний список — 60 публічних репозиторіїв, вік облікового запису ~15 р. |
Використані вхідні дані
| followers | 26 |
| owner_type | User |
| is_verified | — |
| owner_login | melihbirim |
| public_repos | 60 |
| account_age_days | 5 793 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 2 пакет(ів) у npm, pypi |
| 35/35 | Свіжість публікацій — остання публікація 0 дн. тому |
| 20/20 | Історія версій — 19 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | csvql-query, csvql-query |
| ecosystems | npm, pypi |
| any_deprecated | ні |
| min_days_since_publish | 0 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
81
Інженерні практики
68Помірний
Як обчислюється оцінка
| 24/24 | Процеси CI — 2 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://melihbirim.github.io/csvql/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 13 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | csv, csv-parser, duckdb, sql, cli, command-line, data-processing, fast, query-engine, zig, ai-agents, llm, mcp |
| has_wiki | так |
| homepage | https://melihbirim.github.io/csvql/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
45
Стан безпеки
45У зоні ризику
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 4,5 |
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.
42
Контекст і настанови для агентів
40У зоні ризику
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 40/40 | Читабельна історія комітів — намір зазначено у 97 з 100 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,97 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Цикл верифікації (збірка / тести / перевірка типів)
40У зоні ризику
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — lockfile |
| 8/10 | Підтверджена практика роботи з агентами — 4 з останніх 100 комітів створено агентом або з його зазначенням |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | package-lock.json |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | 0,04 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
55Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Zig без конфігурації перевірки типів |
| 55/55 | Керовані розміри файлів — 0/12 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Zig |
| largest_source_bytes | 19 418 |
| source_files_sampled | 12 |
| oversized_source_files | 0 |
Машиночитні інтерфейси
40У зоні ризику
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
Використані вхідні дані
| example_dirs | examples |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
20зірок GitHub
2контриб'юторів
135комітів за останні 12 місяців
0днів від останнього пушу
35релізів
1бас-фактор
9відкритих issue
npm, PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index npm:csvql-query@1.7.2; advisories assessed against the repository dependency graph instead
Докладніше
OpenSSF Scorecard 4.5 / 10
4.5сукупно
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Усі залежності не зібрано
Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"csv",
"csv-parser",
"duckdb",
"sql",
"cli",
"command-line",
"data-processing",
"fast",
"query-engine",
"zig",
"ai-agents",
"llm",
"mcp"
],
"is_fork": false,
"size_kb": 11039,
"has_wiki": true,
"homepage": "https://melihbirim.github.io/csvql/",
"languages": {
"Zig": 682985,
"Shell": 75743,
"Python": 15515,
"JavaScript": 63808
},
"pushed_at": "2026-07-25T19:20:24Z",
"created_at": "2026-02-23T10:37:50Z",
"owner_type": "User",
"updated_at": "2026-07-25T19:20:25Z",
"description": "SQL queries for CSV files. Ultra-fast CSV query engine in Zig with SIMD parsing and parallel execution. CLI: csvql.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Zig",
"significant_languages": [
"Zig"
]
},
"owner": {
"blog": null,
"name": "Melih Birim",
"type": "User",
"login": "melihbirim",
"company": null,
"location": "London",
"followers": 26,
"avatar_url": "https://avatars.githubusercontent.com/u/398797?v=4",
"created_at": "2010-09-14T12:15:33Z",
"is_verified": null,
"public_repos": 60,
"account_age_days": 5793
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.7.2",
"kind": "patch",
"published_at": "2026-07-25T19:21:37Z"
},
{
"tag": "v1.7.1",
"kind": "patch",
"published_at": "2026-07-20T15:23:42Z"
},
{
"tag": "v1.7.0",
"kind": "minor",
"published_at": "2026-07-17T14:41:02Z"
},
{
"tag": "v1.6.1",
"kind": "patch",
"published_at": "2026-07-17T13:41:55Z"
},
{
"tag": "v1.6.0",
"kind": "minor",
"published_at": "2026-07-14T08:26:06Z"
},
{
"tag": "v1.5.13",
"kind": "patch",
"published_at": "2026-06-30T22:24:16Z"
},
{
"tag": "v1.5.12",
"kind": "patch",
"published_at": "2026-06-30T22:17:43Z"
},
{
"tag": "v1.5.11",
"kind": "patch",
"published_at": "2026-06-30T17:43:42Z"
},
{
"tag": "v1.5.10",
"kind": "patch",
"published_at": "2026-06-30T17:34:47Z"
},
{
"tag": "v1.5.9",
"kind": "patch",
"published_at": "2026-06-30T17:15:45Z"
},
{
"tag": "v1.5.8",
"kind": "patch",
"published_at": "2026-06-30T17:09:51Z"
},
{
"tag": "v1.5.7",
"kind": "patch",
"published_at": "2026-06-30T16:41:11Z"
},
{
"tag": "v1.5.6",
"kind": "patch",
"published_at": "2026-06-30T16:35:44Z"
},
{
"tag": "v1.5.5",
"kind": "patch",
"published_at": "2026-06-30T16:14:08Z"
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"headline": "ci: switch npm publish to OIDC trusted publishing (no token)",
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"body": "Platform packages (csvql-query-{platform}-{arch}):\n darwin-arm64, darwin-x64, linux-x64, linux-arm64, win32-x64\n Each has os/cpu fields so npm installs only the matching one.\n Binary (csvql.node) is dropped in by CI at publish time.\n\nMain package (csvql-query):\n Lists all platform packages as op\n[…]\n ubuntu-24.04-arm.\n Each runner builds csvql.node natively, publishes its platform package.\n Main package published after all platform packages succeed.\n Requires NPM_TOKEN secret in repo settings.",
"is_bot": false,
"headline": "feat: npm publish infrastructure for csvql-query",
"author_name": "Melih Birim",
"author_login": "melihbirim",
"committed_at": "2026-06-30T14:29:17Z",
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"body": "find(file, opts) translates simple options to SQL internally,\nso users who don't know SQL can still use the engine.\n\n csvql.find('employees.csv', {\n columns: ['name', 'city', 'salary'],\n where: 'salary>100000 AND department=Engineering',\n orderBy: 'salary:desc',\n limit: 10,\n\n[…]\nesc' / 'col:asc'\n limit — max rows\n + delimiter, comment, skipEmptyLines from QueryOptions\n\nFor GROUP BY / aggregates / JOIN, use query() instead.\n18/18 tests pass. README and index.d.ts updated.",
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"body": "Explains the csv-parse vs csvql difference for the most common\nreal-world pattern: CSV → filter → database insert.\n\nCovers:\n- Why csv-parse must load all rows before filtering (parser only)\n- The cast:true boolean string footgun (silent 0 results)\n- How csvql pushes WHERE into the engine (heap scales with result, not file)\n- Comparison table: 100k rows, csv-parse 200ms +31MB vs csvql 22ms +3MB\n- On a 10GB file: csv-parse OOM, csvql same cost",
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"body": "node --experimental-sqlite example_etl.js\n\nShows csv-parse vs csvql for the most common real-world pattern:\nread CSV, filter rows, insert into database.\n\ncsv-parse: must load all 100k rows into memory as JS objects first,\nthen .filter() in JS (200ms, +31 MB heap).\n\ncsvql: WHERE clause runs inside th\n[…]\n+3 MB heap).\n\nAlso documents a csv-parse footgun: cast:true converts numbers\nbut leaves boolean strings as-is, so r.active === true silently\nreturns 0 rows. Must compare against 'true' string instead.",
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"body": "node nodejs/example.js\n\nCovers:\n 1. SELECT * LIMIT\n 2. WHERE filter + ORDER BY\n 3. GROUP BY + COUNT + AVG\n 4. Top-N (ORDER BY LIMIT)\n 5. JOIN two CSV files\n 6. TSV file ({ delimiter: '\\t' })\n 7. Skip comment/blank lines ({ comment: '#', skipEmptyLines: true })\n 8. queryCsv — return CSV string\n 9. queryCsv — write result to file",
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"body": "README: new Language Libraries section with Node.js + Python.\n - query() / queryCsv() examples\n - options table (delimiter, comment, skipEmptyLines)\n - memory comparison note\n - bench.js / compare.js pointers\n\nindex.js: full JSDoc with @typedef QueryOptions, @param, @returns,\n @throws, and @example blocks for every function.\n\nindex.d.ts: QueryOptions interface + typed signatures for both exports.",
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"body": "query(sql, { delimiter: '\\t' }) — TSV / pipe / any separator\nquery(sql, { comment: '#' }) — skip comment rows\nquery(sql, { skipEmptyLines: true }) — skip blank lines\n\nWorks for JOIN queries too — all file paths in the SQL get preprocessed.\nDelimiter conversion is quote-aware (handles quoted fields containing the delimiter).\n13/13 tests pass.",
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"body": "Covers 10 real tasks: basic parse, type casting, custom delimiters,\nskip blank/comment rows, filter, aggregate, sort, JOIN, CSV writing,\nstreaming. Each shows code + actual output for all three libraries.",
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"headline": "feat(nodejs): functionality comparison script (compare.js)",
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"headline": "bench(nodejs): show code + time + heap together per query",
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"body": "Results on 42 MB / 1M row file:\n GROUP BY: csvql 10ms +0 MB vs csv-parse 1386ms +277 MB (143x faster)\n ORDER BY: csvql 23ms +0 MB vs csv-parse 1872ms +290 MB (80x faster)\n WHERE: csvql 103ms +58 MB vs csv-parse 1357ms +289 MB (13x faster)\n LIMIT 5: csvql 3ms +0 MB vs papaparse 389ms +309 MB (papaparse reads whole file)\n\nFeature table updated: csvql sync API stays ~5 MB;\ncsv-parse/papaparse sync APIs materialize all rows as JS objects.",
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"body": "node bench.js — 200k rows, 4 queries, timing + feature matrix\n\nResults (8.3 MB file):\n LIMIT 5 csvql 1.9ms vs csv-parse 3.1ms (1.6x faster)\n GROUP BY csvql 9ms vs csv-parse 357ms (39x faster)\n WHERE csvql 38ms vs csv-parse 344ms (9x faster)\n ORDER BY csvql 52ms vs csv-parse 376ms (7x faster)\n\nFeature diff: csvql has SQL; csv-parse/papaparse have streaming,\ncustom delimiters, browser support.",
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"body": "Build: zig build node -Doptimize=ReleaseFast\nOutput: zig-out/lib/csvql.node\n\nAPI (mirrors Python package):\n const { query, queryCsv } = require('csvql-query')\n const rows = query(\"SELECT * FROM 'data.csv' WHERE salary > 100000\")\n const csv = queryCsv(\"SELECT city, COUNT(*) FROM 'data.csv' GROUP \n[…]\n at build time\n\nFiles:\n nodejs/index.js - JS entry point + loader\n nodejs/index.d.ts - TypeScript types\n nodejs/package.json - npm package (csvql-query)\n nodejs/test.js - 8/8 tests pass",
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"headline": "cleanup: remove generated CSVs, stale benchmarks, unused examples",
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"headline": "multiline support added",
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"is_bot": false,
"headline": "double quote reading, query and bulk reading fix (#45)",
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"headline": "chore: bump version to 1.3.0",
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"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 51,
"inputs": {
"packages": [
"csvql-query",
"csvql-query"
],
"dependents": null,
"ecosystems": "npm, pypi",
"total_downloads": null,
"monthly_downloads": 1199
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "1,199 downloads/month across npm, pypi",
"points": 41.1,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 1199,
"ecosystems": "npm, pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 56,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 12,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 2,
"top_contributor_share": 0.993
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 99% of commits",
"points": 0.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 99
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 73,
"inputs": {
"merged_prs": 35,
"open_issues": 9,
"closed_issues": 33,
"issue_closed_ratio": 0.786,
"closed_unmerged_prs": 2
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "79% of issues closed",
"points": 36.7,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 79
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "35/37 decided PRs merged",
"points": 36.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 35,
"decided": 37
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 57,
"inputs": {
"followers": 26,
"owner_type": "User",
"is_verified": null,
"owner_login": "melihbirim",
"public_repos": 60,
"account_age_days": 5793
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "26 followers of melihbirim",
"points": 10.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 26,
"login": "melihbirim"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "60 public repos, account ~15 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 60
}
},
{
"code": "account_age_years",
"params": {
"years": 15
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"csvql-query",
"csvql-query"
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"ecosystems": "npm, pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "2 package(s) on npm, pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 2,
"ecosystems": "npm, pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "19 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 19
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 81,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "11 out of 11 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
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"csv-parser",
"duckdb",
"sql",
"cli",
"command-line",
"data-processing",
"fast",
"query-engine",
"zig",
"ai-agents",
"llm",
"mcp"
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"has_wiki": true,
"homepage": "https://melihbirim.github.io/csvql/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://melihbirim.github.io/csvql/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "13 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 13
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}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 45,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": null,
"notes": [],
"value": 45,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 4.5
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"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": "11 out of 11 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"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 1/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"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": "30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"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": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"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": "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"
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"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": "at_risk",
"name": "AI Readiness",
"value": 42,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"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": {
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"sampled": 100
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"toolchain_manifests": [],
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},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
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}
],
"max_points": 10
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{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
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"status": "partial",
"details": [
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"max_points": 10
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{
"key": "automated_maintenance",
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"status": "missed",
"details": [
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"params": {}
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],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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]
},
{
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"notes": [],
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"inputs": {
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"components": [
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"status": "missed",
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],
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},
{
"key": "manageable_file_sizes",
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"points": 55,
"status": "met",
"details": [
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"code": "oversized_source_files",
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}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
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"notes": [],
"value": 40,
"inputs": {
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"api_schema_files": []
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"components": [
{
"key": "api_schema_openapi_graphql_proto",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "mcp_server",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
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}
],
"max_points": 40
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]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index npm:csvql-query@1.7.2; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-25T19:28:26.790635Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/melihbirim/csvql.svg",
"full_name": "melihbirim/csvql",
"license_state": "standard",
"license_spdx": "MIT"
}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 v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — npm, PyPI.