Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-25 17:18 UTC

imazen / zenpixels

RustApache-2.0★ 1 зірка⑂ 0 форківз бер. 2026 р.Переглянути на GitHub ↗

imazen/zenpixels має індекс здоров’я 58 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (87/100), найнижчий — Community & Adoption (35/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

58
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.

58
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

ImazenОрганізація
47 підписників220 публічних репозиторіївз трав. 2012 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
crates.iozenpixels0.2.1610 295150 днів томуcodecdescriptorformatimagepixel
crates.iozenpixels-convert0.2.165 362160 днів томуcodecconversionimagepixelsrgb

Метрики за категоріями

Життєздатність

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

87Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
13.8/36Ритм комітів — 20/52 тижнів із комітами
18/18Обсяг комітів — 446 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year446
human_commit_share0,99
days_since_last_push0
active_weeks_last_year20
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 21 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
27/27Ритм релізів — реліз кожні ~10,6 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count21
latest_release_tagzenpixels-convert-v0.2.16
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases10,6
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?

35У зоні ризику · 18% загального індексу
Як обчислюється оцінка
0/60Зірки — 1 зірок
0/25Форки — 0 форків
0/15Спостерігачі — 1 спостерігачів
Використані вхідні дані
forks0
stars1
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні
Як обчислюється оцінка
55.9/80Щомісячні завантаження — 15 657 завантажень/місяць у crates
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packageszenpixels, zenpixels-convert
dependents
ecosystemscrates
total_downloads60 457
monthly_downloads15 657
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?

57Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0/22.5Розподіл комітів — головний контриб’ютор — автор 100% комітів
1.4/13.5Широта контриб’юторів — 1 контриб’юторів
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
32.7/46.8Вирішення issue — закрито 70% issue
31.4/38.3Прийняття PR — злито 32/39 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/17 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs32
open_issues9
closed_issues21
issue_closed_ratio0,7
closed_unmerged_prs7
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
12.1/25Охоплення власника — 47 підписників у imazen
25/25Послужний список — 220 публічних репозиторіїв, вік облікового запису ~14 р.
Використані вхідні дані
followers47
owner_typeOrganization
is_verified
owner_loginimazen
public_repos220
account_age_days5 177

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 2 пакет(ів) у crates
35/35Свіжість публікацій — остання публікація 0 дн. тому
20/20Історія версій — 16 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packageszenpixels, zenpixels-convert
ecosystemscrates
any_deprecatedні
min_days_since_publish0

Інженерна якість

Чи наявні базові інженерні практики та документація?

55Помірний · 20% загального індексу

Інженерні практики

48У зоні ризику
Як обчислюється оцінка
24/24Процеси CI — 2 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

65Помірний
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
0/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirтак
has_descriptionні

Безпека

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

50Помірний · 16% загального індексу

Стан безпеки

38У 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 — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/17 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,8
Виключено з оцінювання (немає даних або не застосовно): 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_packages9
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 crates:zenpixels@0.2.16 — тим, що тягне за собою встановлення опублікованого пакета, — 9 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.

70Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — CLAUDE.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 99 з 99 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share1
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes7 162
Як обчислюється оцінка
18/18Розгортання однією командою — justfile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — Rust (статично типізована)
10/10Відтворюване середовище — lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilesCargo.lock
has_dockerfileні
typed_languageтак
bootstrap_filesjustfile
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0
toolchain_manifestsCargo.toml, apidoc/Cargo.toml, benchmarks/transpose-shootout/Cargo.toml, scripts/icc-gen/Cargo.toml, zenpixels-convert/Cargo.toml, zenpixels/Cargo.toml
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — Rust (статично типізована)
48.9/55Керовані розміри файлів — 12/108 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageRust
largest_source_bytes123 146
source_files_sampled108
oversized_source_files12
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

1зірок GitHub
1контриб'юторів
446комітів за останні 12 місяців
0днів від останнього пушу
21релізів
1бас-фактор
9відкритих issue
crates.ioпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch crates package 'zenpixels-apidoc' from its registry

Докладніше

OpenSSF Scorecard 3.8 / 10
3.8сукупно

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 · 2026-07-25 17:18 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 1 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/17 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Прямі залежності 18
РеєстрПакетОбмеження версіїМаніфест
crates.iozenutils-apidocapidoc/Cargo.toml
crates.iozenpixelszenpixels-convert/Cargo.toml
crates.iolinear-srgb0.6.12zenpixels-convert/Cargo.toml
crates.iobytemuck1.21zenpixels-convert/Cargo.toml
crates.iorgb0.8zenpixels-convert/Cargo.toml
crates.iogarb0.2.8zenpixels-convert/Cargo.toml
crates.ioarchmage0.9.26zenpixels-convert/Cargo.toml
crates.iolibm0.2zenpixels-convert/Cargo.toml
crates.iomagetypes0.9.26zenpixels-convert/Cargo.toml
crates.iopaste1.0.15zenpixels-convert/Cargo.toml
crates.ioonce_cell1.21.4zenpixels-convert/Cargo.toml
crates.iolz4_flex0.13.1zenpixels-convert/Cargo.toml
crates.iowhereat0.1.5zenpixels-convert/Cargo.toml
crates.iomoxcms>=0.8.1, <0.10zenpixels-convert/Cargo.toml
crates.iobytemuck1.21zenpixels/Cargo.toml
crates.iorgb0.8zenpixels/Cargo.toml
crates.ioimgref1.12zenpixels/Cargo.toml
crates.iowhereat0.1.5zenpixels/Cargo.toml
Усі залежності 158

Повний розв'язаний набір залежностей із графа залежностей GitHub: 27 прямих і 131 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
crates.ioarchmageпряма
crates.ioarchmage0.9.26пряма
crates.iobytemuckпряма
crates.iobytemuck1.25.0пряма
crates.iogarbпряма
crates.iogarb0.2.8пряма
crates.ioimgrefпряма
crates.ioimgref1.12.2пряма
crates.iolibmпряма
crates.iolibm0.2.16пряма
crates.iolinear-srgbпряма
crates.iolinear-srgb0.6.12пряма
crates.iolz4_flexпряма
crates.iolz4_flex0.13.1пряма
crates.iomagetypesпряма
crates.iomagetypes0.9.26пряма
crates.iomoxcmsпряма
crates.iomoxcms0.8.1пряма
crates.iomoxcms0.9.0пряма
crates.ioonce_cellпряма
crates.ioonce_cell1.21.4пряма
crates.iopasteпряма
crates.iopaste1.0.15пряма
crates.iorgbпряма
crates.iorgb0.8.53пряма
crates.iowhereatпряма
crates.iowhereat0.1.5пряма
crates.ioanstream1.0.0непряма
crates.ioanstyle1.0.14непряма
crates.ioanstyle-parse1.0.0непряма
crates.ioanstyle-query1.1.5непряма
crates.ioanstyle-wincon3.0.11непряма
crates.ioapprox0.5.1непряма
crates.ioarchmage-macros0.9.26непряма
crates.ioautocfg1.5.1непряма
crates.iobitflags2.13.0непряма
crates.ioblock-buffer0.12.1непряма
crates.ioby_address1.2.1непряма
crates.iobytemuck_derive1.10.2непряма
crates.iocc1.2.64непряма
crates.iocc1.2.65непряма
crates.iocfg-if1.0.4непряма
crates.ioclap4.6.1непряма
crates.ioclap_builder4.6.0непряма
crates.ioclap_derive4.6.1непряма
crates.ioclap_lex1.1.0непряма
crates.iocmake0.1.58непряма
crates.iocolorchoice1.0.5непряма
crates.ioconsole0.15.11непряма
crates.ioconst-oid0.10.2непряма
crates.iocpufeatures0.3.0непряма
crates.iocrunchy0.2.4непряма
crates.iocrypto-common0.2.2непряма
crates.iodigest0.11.3непряма
crates.iodunce1.0.5непряма
crates.ioencode_unicode1.0.0непряма
crates.ioerrno0.3.14непряма
crates.iofast-srgb81.0.0непряма
crates.iofast_transpose0.2.7непряма
crates.iofind-msvc-tools0.1.9непряма
crates.ioforeign-types0.5.0непряма
crates.ioforeign-types-macros0.2.3непряма
crates.ioforeign-types-shared0.3.1непряма
crates.iofs41.1.0непряма
crates.iogetrandom0.3.4непряма
crates.iohalfнепряма
crates.iohalf2.7.1непряма
crates.iohashbag0.1.13непряма
crates.ioheck0.5.0непряма
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Сповіщення про залежності 0

Встановлення crates:zenpixels@0.2.16 тягне 9 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
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        "Just": 7051,
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        "Shell": 483,
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      "pushed_at": "2026-07-24T19:02:24Z",
      "created_at": "2026-03-04T08:55:34Z",
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      "updated_at": "2026-07-24T18:47:11Z",
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          "kind": "patch",
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          "kind": "patch",
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      "recent_commits": [
        {
          "oid": "640dcedf1ee3f828c66dd19c0a08f08a68da9685",
          "body": "First release since 0.2.14 for both crates. Consolidates ~2 months of\naccumulated unreleased work: the CHANGELOG's [0.2.15] section documents\nchanges prepared 2026-06-23 that were never actually published (Cargo.toml\nwas pre-bumped but cargo publish never ran), plus everything added since\nunder [Unr\n[…]\ns a dependency of ultrahdr-core,\nwhich needs it for the moxcms 0.9.0 upgrade currently blocked across the\nultrahdr-rs -> ultrahdr-core -> zenpixels-convert chain (zenjpeg commit\n0fc2e143, 2026-07-23).",
          "is_bot": false,
          "headline": "release: zenpixels 0.2.16 + zenpixels-convert 0.2.16",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-24T18:45:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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          "body": "HDR SIMD NaN fix, HdrConfig hardening + review-driven cleanups (semver-compatible, 0.2.x)",
          "is_bot": false,
          "headline": "Merge pull request #65 from imazen/hdr-fixes-2026-07-14",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-23T21:56:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "30b2ee15c30aee4d230f9d0d05b6afc7f07e2892",
          "body": "# Conflicts:\n#\tzenpixels-convert/src/cms_moxcms.rs",
          "is_bot": true,
          "headline": "Merge remote-tracking branch 'origin/main' into hdr-fixes-2026-07-14",
          "author_name": "copilot-swe-agent[bot]",
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          "body": "Also fixes two call sites broken by moxcms 0.9.0's white-point API change\n(WHITE_POINT_D50 const -> white_point_d50() fn, same for D60/D65/DCI_P3):\nscripts/icc-gen's cicp_bundle_gen binary and zenpixels-convert's\n#[cfg(test)] gray_icc_bytes_for_cicp helper. Both now call the function;\nvalue is bit-i\n[…]\nthis workspace.\n\nbenchmarks/transpose-shootout/Cargo.lock left at moxcms 0.8.1: the\nzune-imageprocs 0.5.1 dev-dependency there hard-pins moxcms = \"^0.8.0\"\n(external crate, not fixable from this side).",
          "is_bot": false,
          "headline": "deps: bump moxcms to 0.9.0",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-23T01:22:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "63d5b2a49bcdd5a26c558fd8bd4fe76e64765e49",
          "body": "Replace the transient \"moxcms bound tightened <0.10 -> <0.9\" entry with the net change: version-agnostic D50 reconstruction so the crate builds and tests against both moxcms 0.8.1 and 0.9.0, dep bound unchanged at <0.10.",
          "is_bot": false,
          "headline": "docs(changelog): record moxcms 0.9 build support (db2b0fc)",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T17:38:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db2b0fcb27daf1d159cfe3de68e2b633eb778dc6",
          "body": "…agnostic D50)\n\nmoxcms 0.9.0 (unreleased; verified vs master 05c88fb) renames the only symbol this crate touches that changed: the D50 white point, from the const WHITE_POINT_D50 (moxcms <=0.8) to the fn white_point_d50() (moxcms >=0.9). Same value (both are white_point_from_temperature(5003)) but m\n[…]\nay patch); gray_blob_decodes_byte_identical_to_moxcms confirms the reconstruction matches each version own synthesis byte-for-byte. semver-checks 196/196; fmt, clippy -D warnings, and cargo doc clean.",
          "is_bot": false,
          "headline": "feat(zenpixels-convert): build against moxcms 0.8.1 and 0.9 (version-…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T17:37:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e8569cb83df47cdac6e76dbdbfd6dfc45033edb7",
          "body": "…builders",
          "is_bot": false,
          "headline": "docs(api): regen public-API snapshots for HdrConfig non_exhaustive + …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T10:06:44Z",
          "body_truncated": false,
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        },
        {
          "oid": "3c03009a7d956c6ad0c922c345f90b84b8ac5831",
          "body": null,
          "is_bot": false,
          "headline": "style: cargo fmt — reflow new test code (NaN/HdrConfig/estimate suites)",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T10:05:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e2c79f71a9bd28f72c5806dd8a9b3833a9d6bb2",
          "body": "The HDR pipeline (new_with_hdr_config) carries the source alpha mode\nthrough steps (b)-(e), which include the NONLINEAR BT.2446-A tone-map and\nOKLch soft-compress. Linear ops (gamut matrices) commute with\npremultiplication but the tone-map does not, so a premultiplied source is\ntone-mapped on premul\n[…]\near pipeline is subtle — deferred, not done wrong.\nDocumented as a KNOWN LIMITATION for hdr-experimental stabilization (PQ/HLG\nsources are virtually always straight/opaque; premultiplied HDR is rare).",
          "is_bot": false,
          "headline": "docs(hdr): note the premultiplied-source limitation on the tone-map path",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T10:05:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "70aff1e2f245ddbdce82c5fa879d9c0ccc1aee68",
          "body": "Three CI gaps from the 2026-07-14 review:\n\n- Add `cargo test -p zenpixels-convert --features avx512` (x64-gated via\n  runner.arch). The avx512 feature routes f16 + SIMD tiers through the\n  w512 magetypes/archmage kernels; dispatch is at runtime so it runs on any\n  x86-64 host, but it was otherwise o\n[…]\n to that sibling could otherwise break this repo's CI. Removed entirely\n  once zenutils-apidoc reaches crates.io.\n\nBoth new steps verified locally (avx512 suite green on Zen4; no_std+hdr\ncheck clean).",
          "is_bot": false,
          "headline": "ci: add avx512 + no_std-hdr-experimental coverage; pin zenutils sibling",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T10:01:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ab49182cad6e1a2edd4204387413df028b190b2f",
          "body": "…-HANDOFF\n\nCHANGELOG.md:\n- Added [Unreleased] entries for every fix in this branch (with commit hashes).\n- Marked the \"[0.2.15] - 2026-06-23\" section as authored-but-NOT-published:\n  crates.io latest is 0.2.14 for both crates, there is no v0.2.15/v0.2.16 tag,\n  and zenpixels goes 0.2.14 -> 0.2.16 (0\n[…]\n docs/color-model.md with a staleness banner (numbers were 0.2.8-era; verify\n  version-specific claims against source). Dropped the transient handoff\n  sections (shipped-list, open-issues-read-first).",
          "is_bot": false,
          "headline": "docs: reconcile changelog + API-delta + estimate docs; retire CONTEXT…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T09:58:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "556bf31c6b6751e47e3f06219cc7c627f35233b8",
          "body": "…s <0.9\n\ndep_guard.rs previously scanned only [dependencies] and [dependencies.NAME].\nA dependency added via [build-dependencies] or [target.'cfg(..)'.dependencies]\nwould have slipped past the dependency-lean guard. The parser now covers\nruntime + build dep tables in all their forms (plain, dotted-s\n[…]\nsed 0.9.x that could break the\noptions/transform API we call — a fresh resolution of the published crate\nwould silently pull it. moxcms is 0.8.1 today; widen deliberately after\ntesting when 0.9 ships.",
          "is_bot": false,
          "headline": "test(zenpixels)+deps: dep_guard covers build/target tables; pin moxcm…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T09:51:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "614a8e151cbe9e1e95012995ad14ea3a915062df",
          "body": "…/NaN contracts\n\ngamut_compress.rs computed chroma/hue with the f32 inherent .sqrt()/.atan2(),\nwhile its sibling kernels (bt2446a, measure) use libm::* explicitly for the\ncrate no_std path. Those inherents happen to still resolve in a\n--no-default-features --features hdr-experimental build (verified\n[…]\nes NaN/inf; the pipeline scrubs\n  before calling; direct callers own sanitisation).\n- bt2446a scalar tail: removed a no-op 0.1_f32.max(0.0) on a constant,\n  matching the SIMD path (zero_one * cr_pos).",
          "is_bot": false,
          "headline": "refactor(hdr): use libm explicitly in gamut_compress + document panic…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T09:48:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "816b9598c46b9526263ff26d70871653c7f5b724",
          "body": "ConvertPlan::estimate(_in) truncated the f64 model time to u64 ms, so\nevery sub-millisecond conversion (thumbnails — the web-focused core\ncase) reported wall_ms = Some(0), indistinguishable from zero work for\na scheduler summing many small conversions. Model times and the\nper-core scaling now round \n[…]\nX2 baseline, but the\nmultiplier table maps Unknown to 1.0 (same as baseline) — the doc now\nsays so plainly instead of describing a model that doesn't exist yet\n(per-tier calibration sweep stays TODO).",
          "is_bot": false,
          "headline": "fix(estimate): round wall-time up so sub-ms plans don't report 0",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T09:35:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6013acc24a876cfb56336d37a53337fcf28a97a9",
          "body": "- new_with_hdr_config (and new_with_hdr_peak via delegation) now return\n  HdrSourceRequiresPeak when source_peak_nits or target_peak_nits is\n  non-finite or <= 0 — including HdrConfig::default()'s unset 0.0.\n  Previously a degenerate peak flowed into the BT.2446-A constants\n  (1/ln(1) = inf, powf of\n[…]\ngamut_knee default 0.9 (it is 0.96);\n  the HdrSourceRequiresPeak Display + variant doc now cover the\n  invalid-peak case and point at measure_max (the production default)\n  rather than measure_robust.",
          "is_bot": false,
          "headline": "fix(hdr): reject degenerate HdrConfig peaks; non_exhaustive + builders",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T09:33:34Z",
          "body_truncated": true,
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        {
          "oid": "eea47c01e3e10fd8242560a436ff7ddebd5a0808",
          "body": "Platform max NaN semantics diverge (x86 maxps returns the second operand;\nNEON/WASM propagate NaN), so the SIMD max-chain fold violated the documented\n'Negative/NaN samples clamp to 0' contract: a single NaN sample zeroed\nMaxFALL (poisoned running sum) and could underreport MaxCLL, with DIFFERENT\nre\n[…]\nods x RGB/RGBA x chunk/tail seam; measured max-scan throughput\n1.8-3.0 Gpix/s post-fix on the 7950X (the >= 1 Gpix/s doc bound holds;\nhistogram path ~330-350 Mpix/s both before and after this change).",
          "is_bot": false,
          "headline": "fix(hdr): tier-consistent NaN/negative fold in the SIMD CLL kernels",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-14T09:28:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7950e02a6f560231be31dac7ab5e2473d4c7f9b5",
          "body": "…g-19)\n\n.github/workflows/ci.yml had no cargo doc step and no apidoc-snapshot\ncheck, which is how 6 new public types and a broken doc link previously\nlanded on main unaudited (this repo already has the apidoc/ CI-free\nrunner package + docs/public-api/ snapshots wired locally, they were\njust never in\n[…]\neatures (RUSTDOCFLAGS=-D\n  warnings): passes clean.\n- ZEN_API_DOC=check cargo test --manifest-path apidoc/Cargo.toml:\n  passes (committed snapshots are current).\nCI-only change; no source/API changes.",
          "is_bot": false,
          "headline": "ci: add cargo-doc link check + Public API snapshot gate (zenpixels#bu…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-06T03:17:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "760a677758ee3accbfe0a1961fc7bd58bf891f64",
          "body": "…e module doc\n\nThe estimate module doc comment claimed the four local estimate types\n(ResourceEstimate, ComputeEnvironment, ImageCharacteristics, SimdTier)\nare 'shape-compatible' with zencodec::estimate::* and wireable via 'a\ntrivial From conversion'. Verified against source: no From impls exist\nin \n[…]\nvert side). Per the additive-\nonly policy for this published crate, this only corrects the doc text\n(no new From impls added, no public API change) — real From impls are\nan API decision for the owner.",
          "is_bot": false,
          "headline": "docs(zenpixels-convert): remove false trivial-From claim from estimat…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-06T03:16:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6f669b2e2723d8158180c8c33355699bdb1b2647",
          "body": "… consumers\n\nFalsification sweep (2026-07-02) before removal, per owner request:\n- Parsed EVERY Cargo.toml under ~/work (direct deps, dev/build deps,\n  target-specific deps, workspace deps, and feature-forwarding items\n  `zenpixels/serde` + `zenpixels?/serde`): zero enable the feature.\n- Grepped CI \n[…]\n tests 1128 ok / 0 fail; doctests 13 ok;\nbenches compile; clippy -D warnings clean; fmt clean.\nTolerated 0.2.x break per repo policy (feature kept, derives removed;\nships in queued unreleased 0.2.16).",
          "is_bot": false,
          "headline": "refactor(zenpixels): soft-remove the serde feature — inert stub, zero…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-02T09:15:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6e6edaa9d4bf261f57516642413b28e3791f4e95",
          "body": "…rustdoc link hygiene\n\nEntries for f70b7406 (HDR kernel per-row allocation hoist), 675ed30b\n(zenpixels tests/dep_guard.rs dependency-lean guard), and e410bba1\n(rustdoc link fixes + docs.rs feature metadata).",
          "is_bot": false,
          "headline": "docs(changelog): record unreleased tone-map perf fix, dep guard, and …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-02T08:23:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "258e9da89ad0fff3a8413d0fe825c77283172a98",
          "body": "zenpixels-convert: convert the 8 links that pointed at feature-gated items\n(ConvertPlan::new_with_hdr_peak / new_with_hdr_config, hdr::measure and its\nCllMeasure / LightLevelHistogram / LightLevelMethod items) into plain code\nspans so the default-features doc build renders link-clean, and add\n[packa\n[…]\nk in planar.rs\n(plane_width robustness note) to Self::with_subsampling.\n\nVerified: cargo doc --no-deps warning-free for both crates under default\nfeatures, the docs.rs feature set, and --all-features.",
          "is_bot": false,
          "headline": "docs: resolve all broken rustdoc links; add docs.rs feature metadata",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-02T08:23:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a1d8114c6f32df6295dc476e322c4808c0d57227",
          "body": "… per-row path\n\nThe hdr-experimental step kernels violated the module's documented\nno-per-row-allocation contract:\n- tone_map_bt2446a_kernel (RGBA carrier) allocated a fresh\n  Vec<[f32; 3]> rgb strip every row;\n- soft_compress_oklch_kernel allocated the strip every row (RGBA) AND\n  rebuilt a SoftCom\n[…]\n code path).\nNo public API change.\n\nVerified: cargo test -p zenpixels-convert --features hdr-experimental\n(511 unit + all integration suites pass, 0 failed); builds clean with\nand without the feature.",
          "is_bot": false,
          "headline": "perf(zenpixels-convert): hoist HDR tone-map kernel scratch out of the…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-02T08:23:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "675ed30ba92b4f17782d8ce52d38fa34c21a6dad",
          "body": "Std-only integration test that string-parses zenpixels/Cargo.toml via\nCARGO_MANIFEST_DIR (no new dev-deps) and asserts every [dependencies]\nname is within the frozen published-0.2.14 set {bytemuck, serde, rgb,\nimgref, whereat}, failing with a message citing the lean-deps rule:\nzenpixels never gains \n[…]\np for archmage/magetypes/intrinsics hits only doc comments); the\nmeasure() deprecation note points at CllMeasure::measure_max and its\nremoval is already queued under CHANGELOG QUEUED BREAKING CHANGES.",
          "is_bot": false,
          "headline": "test(zenpixels): add dependency-lean guard test (tests/dep_guard.rs)",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-02T03:43:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e0297f750cb6c186a6883bc95b9bff3acaa97239",
          "body": "Two pre-existing lints, both in test files, both outside anything the\ndefault CI clippy matrix compiled until now:\n\n- resource_estimate.rs: top-level `ColorPrimaries` import was only used\n  inside the hdr-experimental-gated test, so the default-features\n  `cargo clippy --workspace --all-targets -- -\n[…]\ntal suite is being\n  linted/run.\n\nVerified: cargo clippy --workspace --all-targets -- -D warnings PASS;\ncargo clippy -p zenpixels-convert --all-targets --features\nhdr-experimental -- -D warnings PASS.",
          "is_bot": false,
          "headline": "fix(tests): clear clippy -D warnings reds in feature-gated test suites",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-02T03:22:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "30faa8c3be22efeddf799b38e1161751517e5f5f",
          "body": "The root [workspace.package] version sat at 0.2.11 while the published\ncrates are 0.2.14 (main queuing 0.2.16/0.2.15). Verified no member\ninherits it (no version.workspace = true anywhere: zenpixels and\nzenpixels-convert declare their own versions; scripts/icc-gen is\n0.0.0) — the field was dead and only misleading, so remove it with a\ncomment explaining members version independently.",
          "is_bot": false,
          "headline": "chore: remove dead workspace.package.version = \"0.2.11\"",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-02T03:19:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d97ba322160ee9e3a8d8b2a782c3b3757e8416f",
          "body": null,
          "is_bot": false,
          "headline": "style: cargo fmt reflow of closure in deprecated_measure_parity.rs",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-02T03:19:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4e1fece7ec148e24604acbbd0fba41f3f4aac12",
          "body": "…asure\n\nCHANGELOG.md and docs/public-api/CHANGES_0.2.14_to_main.md narrated the\nmeasure removal as \"shipped in 0.3.0\" and labeled main as zenpixels\n0.3.0 — but no 0.3.0 was ever released; the manifests queue unreleased\n0.2.16 (zenpixels) / 0.2.15 (zenpixels-convert), and 6019aeef restored\nthe workin\n[…]\n the QUEUED BREAKING\nCHANGES entry so the removal is queued again, and fix the API-delta\ndoc title/version table/removals/backwards-compat sections to reflect\ndeprecated-not-removed on the 0.2.x line.",
          "is_bot": false,
          "headline": "docs: correct false 0.3.0 release narrative for ContentLightLevel::me…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-02T03:18:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6019aeef74b6100c02773300ddc0f25112662096",
          "body": "…ove unimplemented!() panic shim\n\nThe unreleased 0.2.16 line replaced the published-and-working 0.2.14\nimplementation of ContentLightLevel::measure with a #[deprecated]\n#[doc(hidden)] shim whose body was unimplemented!() — a runtime panic\nfor any 0.2.x caller, which is a behavior break inside the se\n[…]\ner run in CI) execute.\n\nVerified: cargo test -p zenpixels hdr:: (11 pass) and cargo test -p\nzenpixels-convert --features hdr-experimental --test\ndeprecated_measure_parity --test cll_measure (17 pass).",
          "is_bot": false,
          "headline": "fix(zenpixels): restore working ContentLightLevel::measure body — rem…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-07-02T03:14:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "36896cf044f78b02f518785bfc526dbde4d7b178",
          "body": "…-convert)\n\nBoth crates now ship a generated badge-free README.crates.md (readme =\n\"README.crates.md\"; ../README.crates.md for zenpixels, whose readme is the repo\nroot). GitHub README.md keeps the full badge row + rendered crosslink footer.\n\nzenpixels: add &label=CI + MSRV badge, fix license -> #lic\n[…]\nlready current for the estimate API.\n\nVerified vs origin/main src: ConvertPlanBuilder is unpushed WIP (not documented);\nICC tables = 298 RGB + 69 gray; f16 still descriptor-only. No Rust code changed.",
          "is_bot": false,
          "headline": "docs: README overhaul + split crates.io README (zenpixels + zenpixels…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-28T02:26:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e37f0025d01f4a600e4c272c41ce142a0084ab39",
          "body": "…olyfill SIMD\n\nThe hand-written scalar curve in hdr/bt2446a.rs (483 LOC) duplicated what\nthe magetypes `scalar` polyfill tier on hdr/bt2446a_simd.rs (266 LOC)\nalready auto-generates. Merge both into a single hdr/bt2446a.rs (472 LOC,\n−277 LOC net) where:\n\n- the magetypes-attributed bt2446a_tier is th\n[…]\nd remainder tail byte-identical to prior version\n\nVerified: cargo test --all-features (all pass), cargo semver-checks\n(196/196), just api-doc (empty diff), zentone cargo test --release (274/274\npass).",
          "is_bot": false,
          "headline": "refactor(zenpixels-convert): collapse bt2446a scalar into magetypes-p…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-25T06:28:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "02cc172458ae6c5ec4077d6eba5ef794274105e7",
          "body": "Move accuracy contract, calibration source, threading + memory models, and\nthe foundation-crate / zencodec shape-compatibility rationale out of the\nmodule docstring into a new zenpixels-convert/docs/ESTIMATE.md (127 LOC).\nThe remaining module docstring is 14 lines pointing at the new doc + the\ntwo e\n[…]\nbench-tolerance gates).\n\n- estimate.rs: 895 → 364 LOC\n- new docs/ESTIMATE.md: 127 LOC\n- zero public-API drift (cargo semver-checks pass, apidoc unchanged)\n- behavior preserved (full test suite passes)",
          "is_bot": false,
          "headline": "refactor(zenpixels-convert): trim estimate.rs 895→364 LOC",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-25T06:12:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "193fdb9b774419d6e83ebba469ae4a32a5e25ca0",
          "body": null,
          "is_bot": false,
          "headline": "style: cargo fmt collateral on tests/ext",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-25T06:11:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aac51e6d749478743a6bbcd31dc6033a646d48aa",
          "body": "…n cleaner snapshots\n\nSwitches `apidoc/tests/public_api_doc.rs` to chain the two new opt-in\ngates introduced in `zenutils-apidoc 0.1.2`:\n\n  ApiDoc::new()\n      .workspace_dir(\"..\")\n      .no_file_meta_header()\n      .no_autotraits_summary()\n      .run();\n\n`no_file_meta_header()` drops the `# files: \n[…]\ntest --manifest-path apidoc/Cargo.toml  # passes\n  git diff --stat HEAD docs/public-api/v0.2.14/                   # empty\n  diff against the snapshots shows only the targeted noise lines  # confirmed",
          "is_bot": false,
          "headline": "docs(apidoc): adopt no_file_meta_header + no_autotraits_summary; rege…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-25T02:08:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e5ac694ea3e5d43be4b1e7734359a401264450b0",
          "body": "…release\n\nThe serde feature on zenpixels-convert existed for exactly one thing:\n`#[cfg_attr(feature = \"serde\", derive(serde::Serialize, serde::Deserialize))]`\non hdr::measure::LightLevelMethod (a 2-variant enum: MaxRgb |\nLuminanceBt2020). Callers can trivially wrap this enum themselves\nwithout dragg\n[…]\ngo build --no-default-features clean\n- cargo semver-checks check-release vs v0.2.14: 196/196 PASS\n- All affected tests (resource_estimate / hdr_pipeline / cmyk_cms_roundtrip) pass\n- apidoc regen clean",
          "is_bot": false,
          "headline": "refactor: drop optional serde dep; soft-remove serde feature for one …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-24T08:11:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2200ff8f051e2236a92d7716d58700e9a86c7a53",
          "body": "…anonical HDR regression gate\n\nThe single-sample producer-SDR ΔE2000 test in zenpixels-convert-e2e was\nsubsumed by zentone's audited 76-sample shootout:\n  zentone/examples/hdr_tone_map_shootout_audited.rs\n  + benchmarks/hdr_tone_map_shootout_full_2026-06-22.csv\n  + benchmarks/shootout_2026-06-22_fin\n[…]\nr-experimental,pipeline,cms-moxcms,rgb: clean\n- cargo build --no-default-features: clean\n- cargo semver-checks vs v0.2.14: 196/196 PASS\n- apidoc regen: clean (no zenpixels-convert-e2e in the snapshot)",
          "is_bot": false,
          "headline": "refactor: drop zenpixels-convert-e2e crate; zentone shootout is the c…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-24T07:27:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a22bbf037913ff28ef2ec9b007c0921855b2959",
          "body": "…_count for paging-pressure schedulers\n\nzenpixels-convert is per-frame: animation frame counts and codec-flavored\nvariance/CPU-vs-wall splits belong on zencodec::estimate::*, not on the\nper-conversion estimate input/output. Trim the local estimate surface\naccordingly and add a buffer-count field sch\n[…]\nwith intermediate_buffer_count_zero_for_identity_plan and\nintermediate_buffer_count_increases_for_multi_step_plan). README +\nconvert.rs docstring + estimate.rs module docs updated. Apidoc regen\nclean.",
          "is_bot": false,
          "headline": "refactor(estimate): ablate codec-only fields; add intermediate_buffer…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-24T07:02:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "598a70243e0bdbd2c9fc0c7720c1aae51f88fc68",
          "body": "…t-e2e crate",
          "is_bot": false,
          "headline": "docs(CHANGELOG): note ThreadingInformation removal + zenpixels-conver…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T23:57:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbe8bb754319123097cde4dc9c7c36907f229572",
          "body": "…onvert-e2e crate\n\nTwo coordinated cleanups in zenpixels-convert.\n\nPart A: Drop ThreadingInformation complexity from src/estimate.rs.\nThe struct + 3 ctors + 5 accessors existed solely to drive\nResourceEstimate::at_cores(); user verdict was that this was an\nunjustified mess. Removed: ThreadingInforma\n[…]\nimate tests pass, e2e crate builds clean,\ncargo semver-checks --baseline-version 0.2.14 PASS 196/196 (this is\nadditive-reduction since ThreadingInformation was just-added in 0.2.15\nand never shipped).",
          "is_bot": false,
          "headline": "refactor: drop ThreadingInformation; factor e2e test into zenpixels-c…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T23:55:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bd8200fa5228f2e64cc266adc939152250bd2092",
          "body": "…oundation-crate layering)",
          "is_bot": false,
          "headline": "refactor(estimate): drop zencodec dep; duplicate the types locally (f…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T22:27:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d4061bf788904ed97bc0c3455e3a63f30c98829",
          "body": "…for compose-with-codecs estimation\n\nReplace zenpixels-convert's local `ResourceEstimate { peak_memory_bytes,\nwall_time_ms }` with re-exports of `zencodec::estimate::{ComputeEnvironment,\nImageCharacteristics, ResourceEstimate, SimdTier, ThreadingInformation}` so\nestimates compose with codec-side enc\n[…]\n    ✅ 7 passed, 22 ignored\n  build --no-default        ✅ (zencodec dep absent on this path)\n  cargo semver-checks       ✅ additive\n  cargo test apidoc/        ✅ snapshots regenerated, regen test green",
          "is_bot": false,
          "headline": "feat(estimate): adopt zencodec ComputeEnvironment + ResourceEstimate …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T22:00:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0a910c8b25827606d1dc6720898f46418b6ab8e7",
          "body": "User feedback: 'don't use a blind tuple, return an extensible struct'.\n\nThe prior commit b466389 collapsed ResourceEstimate to a (u64, f64)\ntuple as a YAGNI cleanup. Tuples lose named-field self-documentation\nat call sites and can't grow new fields without a breaking change.\n\nRe-introduce as a minim\n[…]\nargo semver-checks --baseline-version 0.2.14: 196/196 PASS, no\n  semver update required (the field-named struct is still additive\n  vs v0.2.14 which had no estimate API)\n- apidoc snapshots regenerated",
          "is_bot": false,
          "headline": "feat(estimate): revert tuple to non_exhaustive ResourceEstimate struct",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T21:45:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b466389e0d81f20cd8b913737e55864955bb47cb",
          "body": "…timate (w, h) -> (u64, f64)\n\nPre-publish YAGNI cleanup. The 0.2.15 work branch had elaborated\n`ResourceEstimate` / `StepEstimate` / `EstimateConfidence` + 11\n`estimate_*` shadow methods spread across `PixelBufferConvertExt` /\n`PixelBufferConvertTypedExt` / `PixelBufferHdrConvertExt` — far too\nmuch \n[…]\nax scan-leg cost — only callable from the deleted\nestimate_convert_to_sdr). `variant_name` on ConvertStep / FusedKind kept\nwith #[allow(dead_code)] — still needed when the `__trace_ops` feature\nis on.",
          "is_bot": false,
          "headline": "refactor(estimate): replace ResourceEstimate API with ConvertPlan::es…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T20:35:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e08ac3d64347c262b97acfb6023736b5ed37ae4d",
          "body": "…!() shim — restore 0.2.x\n\nUser directive: don't bump to 0.3.x; keep the measure method as a\ndeprecated shim with an `unimplemented!()` body.\n\nThe prior commit (e5ac4261) removed the deprecated 2-arg\n`ContentLightLevel::measure(...)` entirely and bumped zenpixels to\n0.3.0 because semver-checks rejec\n[…]\n5 lib + 435 integration across 32 test files = 950 total\n\nApidoc snapshots from commit 54a60594 may need regen via `just api-doc`\nto reflect the restored shim signature in the supported-surface table.",
          "is_bot": false,
          "headline": "fix(hdr): keep ContentLightLevel::measure as deprecated unimplemented…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T19:49:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "54a6059470bb1af853b9f88b21f7532ca9c49ea8",
          "body": "Adds a frozen v0.2.14 baseline (docs/public-api/v0.2.14/{zenpixels,\nzenpixels-convert}.{txt,features.txt,internal.txt}) alongside the\nzenutils-apidoc-regenerated current-main snapshots and a delta\nsummary at docs/public-api/CHANGES_0.2.14_to_main.md. The apidoc\nrunner already existed (workspace-excl\n[…]\nct, additive only).\n- zenpixels:         0 fail vs the 0.2.14 -> 0.3.0 major bump (the\n                     only break, ContentLightLevel::measure, is\n                     absorbed by the major bump).",
          "is_bot": false,
          "headline": "docs(apidoc): public-API snapshots for v0.2.14 baseline + main",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T19:45:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e5ac426161a02ef39ce5fe8878ed4b695801a77e",
          "body": "…emove deprecated ContentLightLevel::measure\n\nTask A — zenpixels: 0.2.15 → 0.3.0 (mandatory pre-0.3.0 cleanup)\n\n- Removed `zenpixels::hdr::ContentLightLevel::measure(px, white)` inherent\n  method (deprecated + doc-hidden since 0.2.15). Canonical replacement:\n  `zenpixels_convert::hdr::measure::CllMe\n[…]\nsion can stay\n  0.2.15\" allowance)\n\nResource discipline:\n\n- All cargo builds/tests prefixed with `nice -n 19` per CLAUDE.md.\n- No allocator regressions; in-tree unit + integration tests touch < 64 MB.",
          "is_bot": false,
          "headline": "test+refactor: comprehensive coverage for 0.2.14->0.2.15 additions; r…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T19:38:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8e972d21e71ad9eaeed7ba41ff7961a59694fc6d",
          "body": "Replaces the pre-#44 `assert_not_cmyk` process-aborting guard with a\ngraceful `ConvertError::NeedsCms { from, to }` variant on the typed\n`ConvertError`. The pattern is generic on color model — applies to\nCMYK today, future Lab / XYZ / spot inks plug in via the\n`native_color_model` whitelist (`Gray` \n[…]\nxCms)` escape hatch\nunreachable for CMYK ↔ RGB. Production CMYK encoders/decoders can now\npass a CMYK `PixelDescriptor` through `RowConverter` with a moxcms\nplugin attached and get correct RGB output.",
          "is_bot": false,
          "headline": "feat(cms): NeedsCms path lets moxcms convert CMYK<->RGB end-to-end",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T19:11:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "da81aaa685e91707e5e9c9b10dcf161ebe59aee2",
          "body": "CI Format job failed on commit 03c63b5c (cleanup-opts) — three minor\nfmt-only diffs the agent didn't run `cargo fmt` on after the\nConvertStep::Fused merge:\n- convert.rs:274 — short struct variant body collapsed to single line\n- convert.rs:2257 — short match-arm bodies collapsed\n- converter.rs:81 — l\n[…]\npe was workspace members only\n(`cargo fmt $(cargo metadata --no-deps --format-version 1 | jq -r '.packages[].name' | sed 's/^/-p /')`)\nper CLAUDE.md — would NOT reach into sibling repos via path-deps.",
          "is_bot": false,
          "headline": "style: cargo fmt (single-line struct + match arm wrapping)",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T17:31:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0a4bbf4039ce2864089a17ffb89039f5f9f32c03",
          "body": "The `__hdr-e2e-test` feature's optional zenjpeg dep had\n`path = \"../../zenjpeg/zenjpeg\"` for local-dev convenience (so changes\nto the unpublished zenjpeg main would be picked up by the e2e test\nwithout a publish round-trip). CI runners only clone the zenpixels\nrepo, so the sibling path doesn't exist\n[…]\ne `[patch.crates-io]` block — same shape as the\nexisting `ultrahdr-core` git-patch entry.\n\nVerified: `cargo metadata --no-deps --format-version=1` now succeeds\n(previously exited 101 on every CI job).",
          "is_bot": false,
          "headline": "fix(ci): drop zenjpeg path attribute (sibling missing on CI runners)",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T17:19:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aa55a292d87beb82e99087a24e431b230ce13c16",
          "body": "The ResourceEstimate API was added in 0.2.15 (commits 183af66 +\n4aae8b9e covering ConvertPlan::estimate_resources and the 11\nestimate_* trait methods on PixelBufferConvertExt /\nPixelBufferConvertTypedExt / PixelBufferHdrConvertExt) but the\nREADME never documented it. Added a new 'Resource estimation' section\nwith a code example + a row in the key-types-and-functions table\npointing at the trait and the new doc-link entries.",
          "is_bot": false,
          "headline": "docs(README): add ResourceEstimate section + types-table entry",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T17:17:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03c63b5c2c6bfbfe9688b932482da8ce1ddf7acc",
          "body": "…variant_name + Owned share-on-clone + SIMD gamut\n\nLands the items A.1-A.4 + B.5 from\nzenpixels-convert/AUDIT_DEDUP_2026-06-23.md.\n\n## Summary\n\n- Merged 5 `FusedSrgb*` variants → `ConvertStep::Fused { kind, matrix }`\n- Replaced 93-line hand-rolled `Debug` impl with `#[derive(Debug)]`\n- Single source\n[…]\nrectness fix (the Arc thing)\n- DO NOT remove `#[doc(hidden)]` items — untouched\n- DO NOT add new public API — none added (FusedKind/variant_name are\n  `pub(crate)`; the new regression test is private)",
          "is_bot": false,
          "headline": "cleanup(zenpixels-convert): audit dedup — ConvertStep::Fused merge + …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T16:56:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e1ebf76b45bb6f8a767b0d9d1a281c041dabf0ea",
          "body": "`HdrConfig::default().gamut_knee` bumped from `0.9` → `0.96` based on an\nempirical sweep of 76 imazen-26 gain-mapped HDR samples against 13 knee\nvalues (0.50–1.00) on 2026-06-23.\n\n`0.96` is the largest knee value (i.e. the LEAST chroma compression /\ndesaturation) where the corpus-p90 fraction of pre\n[…]\n or `ConvertPlan::new_with_hdr_peak()`\npick up the new default automatically.\n\nDriver: zentone/examples/softcompress_knee_sweep.rs\nFindings: zentone/benchmarks/softcompress_knee_findings_2026-06-23.md",
          "is_bot": false,
          "headline": "tune(softcompress): empirical knee default — corpus-validated 0.96",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T16:41:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e890b67148ca6e1768594b43f5a6415d160ef81f",
          "body": "Surveyed ~6100 LOC inserted in zenpixels-convert/src/ between v0.2.14\nand current main (10 files; hdr/measure.rs, hdr/gamut_compress.rs,\nhdr/bt2446a*, estimate.rs, ext.rs, plus the convert/adapt/converter\ntrio). Walked the diff for code duplication, missed SIMD/perf,\nand type-system smells. Audit re\n[…]\nspeedups\n(not LOC-measurable) for the perf items.\n\nVerification: cargo build --features hdr-experimental,pipeline,cms-moxcms,rgb\nclean; cargo test --features hdr-experimental --lib reports 513 passed.",
          "is_bot": false,
          "headline": "audit(zenpixels-convert): dedup + missed-opt review since v0.2.14",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T16:13:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ab70a0e67d717e5666b38b2a25d8dcd84e227e5",
          "body": "…, semver-checks PASS, 43→0 doc warnings\n\nPublish-prep audit for zenpixels-convert 0.2.15 (downstream of the recent\nResourceEstimate / measure_max / Bt2446A work). Findings + fixes:\n\n# API hardening (semver-checks now PASS at 196/196 — was failing 1 major):\n\n- **`PixelBufferConvertExt::estimate_*` f\n[…]\nublish chain unblock:\n\nOnce zenpixels 0.2.15 + zenpixels-convert 0.2.15 are on crates.io,\nultrahdr-core 0.6.0 and ultrahdr-rs 0.4.0 (which depend on the\n0.2.15 hdr-experimental surface) are unblocked.",
          "is_bot": false,
          "headline": "prep(publish): audit zenpixels-convert 0.2.15 — fix serde-feature bug…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T15:45:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4aae8b9ed257f30c32b2587788e6dabd40a06614",
          "body": "…sdr/with_hdr_config\n\nAdds 11 non-allocating estimator companions for the convert extension\ntraits, mirroring the `ConvertPlan::estimate_resources` primitive shipped\nin 183af66. Each returns `ResourceEstimate` with the ±30 % design\ntolerance documented on the underlying plan estimator.\n\nPixelBufferC\n[…]\new methods are required on\nthe traits (breaking change for any external impl; no external impls\nexist in the imazen tree per grep -rn 'impl PixelBufferConvertExt').\nVersion not bumped — author's call.",
          "is_bot": false,
          "headline": "feat(estimate): cover try_*/linearize/delinearize/to_rgb*/convert_to_…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T15:22:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1192d38bd402f39da231a913926e199cf2bb67d2",
          "body": "…rces (accurate to 1-2%)\n\nAdded examples/mem_probe_convert.rs (marginal-WS probe: VmHWM - pre-RSS) +\nbenchmarks/convertplan_estimate_verify_2026-06-23.tsv. Measured the conversion\npeak vs estimate_resources across layout/alpha/gray/depth plans at 1024-4096^2:\nratio meas/est = 1.00-1.07. The memory m\n[…]\ns) matches reality to 1-2% - far tighter than the\ndocumented +-30% (which is the wall-time bench tolerance). Confirms the estimate\nis trustworthy to compose into decode/pipeline peak-memory estimates.",
          "is_bot": false,
          "headline": "test(zenpixels-convert): heaptrack-verify ConvertPlan::estimate_resou…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T14:51:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "183af66179a6b6bb6b1c3dd8266684ae8c52de21",
          "body": "Adds `ConvertPlan::estimate_resources(width, height) -> ResourceEstimate`\nplus a `PixelBufferConvertExt::estimate_convert_to(&target)` shortcut for\npredicting memory + time before running a conversion. Callers integrating\nzenpixels-convert into pipelines (imageflow, zenpipe, ultrahdr-rs, the\nimazen \n[…]\n ms\n\nCHANGELOG entry under zenpixels-convert — added, calibration provenance\nand the ±30 % tolerance documented.\n\nAll 9 new tests pass; 513/513 existing lib tests pass; clippy clean;\ndocs build clean.",
          "is_bot": false,
          "headline": "feat(convert): ResourceEstimate API — predict peak memory + wall-clock",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T14:28:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "69bb400a99d489aac4c62fc82920a6a70272b59c",
          "body": "…onvert::hdr::Bt2446A\n\nThe reinhard_tonemap / reinhard_inverse / exposure_tonemap deprecation\nmessages still pointed at `zentone::Bt2446A` — but Bt2446A was\nextracted from zentone into `zenpixels-convert::hdr` in commit\n52fd949 and is now the audited production default. Updated the\ndeprecation `note\n[…]\n:Bt2446A`\n   location.\n\nNo behaviour change — these fns remain `#[deprecated]` + `#[doc(hidden)]`\nand queued for 0.3.0 removal. Only the warning text and docs are\nupdated to be accurate post-shootout.",
          "is_bot": false,
          "headline": "deprecate(hdr): repoint reinhard/exposure deprecations at zenpixels_c…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T13:58:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4e2dfb5a3ec3e988ff2a0de2266c31d1ca5d7990",
          "body": "User directive: max is the only documented production peak-measurement\nAPI in zenpixels-convert. Everything else is implementation detail under\nthe hdr-experimental gate.\n\nAdded `#[doc(hidden)]` to:\n- `CllMeasure::measure_percentile` — secondary explicit-percentile API\n- `CllMeasure::measure_histogr\n[…]\n-features hdr-experimental`.\nInternal call sites (the hidden trait methods + the histogram type +\nDEFAULT_PERCENTILE) still resolve because doc(hidden) doesn't affect\nvisibility — only rustdoc output.",
          "is_bot": false,
          "headline": "feat(hdr): hide everything except measure_max",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T12:07:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "efc0e8403dab7cf008bf5ddd6000e3de6064f568",
          "body": "The 2026-06-22 audited shootout's tail-aware metric set (76 samples ×\n20 curves × 4 peak methods, scored with mean/p95/p99 ΔE2000 + OKLab\nEuclidean ΔE against producer SDR) split 3-3 between `measure_max` and\n`measure_percentile @ 0.99999`:\n\n  | metric          | measure_max | p99999  | winner |\n  |\n[…]\n`default_percentile_constant_is_tail_tightest`.\n\nAll 33 hdr::measure tests pass under `--features hdr-experimental`.\nAPI churn under the `hdr-experimental` gate (no semver break for\nstable consumers).",
          "is_bot": false,
          "headline": "feat(hdr): make measure_max the production default; hide measure_robust",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T12:02:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc31756c35e9ac4b962a481704b87d30c79d9dd7",
          "body": "…smoothed\n\nThe 2026-06-22 audited HDR→SDR shootout (76 imazen-26 samples × 20 curves\n× 4 peak methods) established two findings that drive this change:\n\n1. `measure_percentile @ 0.99999` (== `measure_robust` with the new\n   default) won every tail-aware metric (`de2000_p95`, `de2000_p99`,\n   `de_ok_\n[…]\n99)\n\nAll 33 hdr::measure tests pass under `--features hdr-experimental`.\n\nNote: this is API churn under the `hdr-experimental` gate, which has\nnot stabilized yet. No semver break for stable consumers.",
          "is_bot": false,
          "headline": "feat(hdr): flip DEFAULT_PERCENTILE 0.9999→0.99999 + hide measure_max_…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-23T10:54:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0897f179db46b5459532b364279a21afee1d8553",
          "body": "HDR→SDR conversion is now a native multi-step in the existing\n`ConvertPlan` infrastructure rather than a parallel struct with its own\nbuffer dispatch — when the plan builder sees an HDR-encoded source\n(PQ/HLG) with an HDR config, it composes the existing transfer-decode +\ngamut-matrix steps with two\n[…]\nΔE2000 = 3.16 on the imazen-26 sample — matches the\n  pre-refactor pipeline.\n- New unit tests pin per-pixel parity between the HDR plan and a\n  manual `apply_strip`-equivalent reference (within 5e-4).",
          "is_bot": false,
          "headline": "refactor(hdr): fold HdrToSdr into ConvertPlan as ToneMap step",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-22T22:51:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e712f84e2573d81513c659e5aee932f263c736d4",
          "body": "…diffuse-white\n\nAdd convert_buffer(&PixelBuffer) -> Result<PixelBuffer> and\nconvert_into(&PixelBuffer, &mut PixelBuffer) -> Result<()> on HdrToSdr,\nwrapping the existing linear-light apply_strip primitive with full\ndescriptor-based byte-format dispatch. The strip-level math is untouched\n— the new bu\n[…]\nargo fmt --check: clean\n\nTests added: 14 in hdr::buffer_dispatch::tests covering one cell per axis\n(transfer, format, alpha, signal range, diffuse-white precedence) plus\nmismatched-primary validation.",
          "is_bot": false,
          "headline": "feat(hdr): HdrToSdr auto-handles transfer / format / alpha / range / …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-22T02:40:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f68b759e63cc779806f5f59f6eb4d713cad90629",
          "body": "Replaces the primitive `ColorPrimaries` source/target params on\n`zenpixels_convert::hdr::HdrToSdr` with `PixelDescriptor`. Descriptors\nare the single source of truth for buffer color metadata (primaries,\ntransfer, format, alpha mode, signal range), so the converter no longer\nneeds to fan its inputs \n[…]\nound-trip.\n\nProducer-SDR e2e (`__hdr-e2e-test` feature, imazen-26 12 MP sample)\nstill passes at mean ΔE2000 = 3.16 — bit-identical to the prior commit\nsince only the API surface changed, not the math.",
          "is_bot": false,
          "headline": "refactor(hdr): HdrToSdr takes PixelDescriptor for source and target",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-21T23:39:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3ed973cc1ae6e9f122d52edf29bca574794ccd78",
          "body": "Removed the [patch.crates-io] zencodec = { path = \"../zencodec\" } entry now\nthat zencodec 0.1.24 is on crates.io. The patch only affected the\n__hdr-e2e-test transitive graph (zencodec is not a default-build dependency\nof any member); that graph now resolves zencodec from the registry, with the\nlock \n[…]\n zenpixels member implements or reads the\nestimate / ResourceEstimate API. cargo test --workspace green; the\n__hdr-e2e-test test (which exercises the zencodec graph) passes on a real\nimazen-26 sample.",
          "is_bot": false,
          "headline": "deps: migrate to published zencodec 0.1.24 + drop git-rev patch",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-21T22:57:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "505d02e8df22b7ae35a78dca1ea2ee6a685d6df9",
          "body": "…mode\n\nExtends HdrToSdr to accept an arbitrary target ColorPrimaries, not just\nBT.709. When target_primaries == ColorPrimaries::Bt2020, the BT.2020 →\ntarget gamut matrix AND the OKLch soft-compress stages are skipped\nentirely — output is \"as lossless as physics allows\", with only the\ninherent BT.244\n[…]\nr_each_target_primaries — extreme-input safety\n    under each target\n  * property_simd_matches_scalar_under_arbitrary_target_primaries —\n    SIMD/scalar parity holds across every (source, target) pair",
          "is_bot": false,
          "headline": "feat(hdr): target_primaries on HdrToSdr — wide-gamut lossless output …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-21T22:06:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "14c7576cf191f6d990ff547f8afee9ddc8a6c25f",
          "body": "The bug\n=======\n`HdrToSdr::apply_strip` applied the BT.2020 -> BT.709 gamut matrix BEFORE\nthe BT.2446 Method A tone-map. That was wrong: ITU-R BT.2446-1 specifies\nthe curve in BT.2020 R'G'B' / Y'Cb'Cr', so its luma weights\n(0.2627 / 0.6780 / 0.0593) and YCbCr<->RGB coefficients are\nBT.2020-specific.\n[…]\nt and\nhdr-experimental feature sets, plus the e2e test under\n__hdr-e2e-test (requires `-p zenpixels-convert@0.2.15` to disambiguate\nthe workspace + transitive registry-zenpixels-convert@0.2.14 graph).",
          "is_bot": false,
          "headline": "fix(hdr): HdrToSdr pipeline order + arbitrary source primaries",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-21T10:32:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "52fd949811b04855e26d2b6b6841c787d493ad66",
          "body": "…mental\n\nPulls ITU-R BT.2446 Method A into the canonical HDR convert home next to\nthe existing CllMeasure primitives:\n\n- src/hdr/bt2446a.rs — concrete Bt2446A struct + scalar map_rgb (verbatim\n  from zentone/src/bt2446a.rs).\n- src/hdr/bt2446a_simd.rs — 16-wide magetypes kernel + POW24 BT.1886 EOTF\n \n[…]\n sensible SDR range,\n  source==target near-identity, knee sensitivity, multi-decade finiteness.\n\nNet: 33 new tests in the hdr submodule; 521 lib tests pass with\nhdr-experimental enabled (455 without).",
          "is_bot": false,
          "headline": "feat(hdr): extract Bt2446A + SoftCompress + HdrToSdr under hdr-experi…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-21T08:12:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "154a901d6828abc0bdd19603bada4aad736f23b3",
          "body": "…:measure (#54)\n\nThe CLL measurement surface lives at zenpixels_convert::hdr::measure now,\ngated behind a new `hdr-experimental` Cargo feature (default-off). Reflects\ntwo corrections to the previous commit:\n\n  1. Path: `measure` is HDR analysis; lives under `hdr::` rather than at\n     crate root. ze\n[…]\n 480 Mpix/s\n    histogram, unchanged from pre-gate measurement.\n\nCHANGELOG zenpixels-convert — added: surface now described as \"gated\nbehind hdr-experimental\". Path references updated to hdr::measure.",
          "is_bot": false,
          "headline": "refactor(hdr): gate measurement behind hdr-experimental, nest at hdr:…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-20T02:27:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b182bba7523afb21f004f32106566037a4a2522d",
          "body": "…trait, #54)\n\nThe measure_* API surface, LightLevelHistogram, LightLevelMethod, and the\nSIMD scan kernel migrate from zenpixels to zenpixels-convert. zenpixels\nbecomes purely structural HDR types (DiffuseWhite / ContentLightLevel\nstruct + new + DEFAULT_PERCENTILE + the deprecated 0.2.14 2-arg measur\n[…]\n_robust → measure for 0.3.0.\n\nThroughput unchanged across the move: 2.5-3.4 Gpix/s measure_max, 1.0-1.3\nGpix/s measure_max_smoothed, 470 Mpix/s measure_histogram (Ryzen 9 7950X,\n-C target-cpu=native).",
          "is_bot": false,
          "headline": "refactor(hdr): move CLL measurement to zenpixels-convert (CllMeasure …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-20T01:04:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c927288a3dbaf8bdd0947738f7ec2e63e90dfe69",
          "body": "…bin (#54)\n\nWalker previously returned the lower edge of the bin where the CDF first\ncrossed `p · total` — up to ~0.02 stops / ~2 % below the true percentile\nat HDR brightness (~13 nits at 1015 cd/m²). Now linearly interpolates in\nlog2 space within that bin:\n\n  fraction = (threshold - count_before) \n[…]\nonfirm the 1 MP dense case lands within ~1\nnit (vs ~13 with the floor walker). Existing percentile and measure_*\ntests pass without bound changes — the readout only ever moved towards\nthe literal max.",
          "is_bot": false,
          "headline": "refine(hdr): LightLevelHistogram::percentile interpolates within the …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-19T23:10:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b99d0645e2b3f415eb65225d92b7a3fc4b782629",
          "body": "…MaxCLL (#54)\n\nThe defect-tolerant entry point production HDR pipelines actually want.\nEquivalent to measure_percentile(p=DEFAULT_PERCENTILE), with DEFAULT_PERCENTILE\n= 0.9999 (the libplacebo / DaVinci Resolve / x265 / HDR10+ industry default).\nDrops the top 0.01% of pixels as the outlier budget, re\n[…]\nercentile across both\nreduction methods), defect rejection on 100k pixels with 1 stuck pixel,\nsparse-bright cliff (1-in-100 dropped), non-linear rejection, zero image,\nDEFAULT_PERCENTILE constant pin.",
          "is_bot": false,
          "headline": "feat(hdr): measure_robust + DEFAULT_PERCENTILE — recommended-default …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-19T23:02:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "76f02183dfe20244946903e7029a5f84471ab015",
          "body": "…(defect-tolerant, #54)\n\n3×1 horizontal box filter on the per-pixel max(R,G,B) (or BT.2020 luma)\nreduction, mirror-padded at row edges. Single stuck pixel at 10 000 cd/m²\nin a 0.005 cd/m² background reads as ~3 333 instead of 10 000; ≥3-pixel\nclusters preserved at full magnitude. Defect-tolerant alt\n[…]\nsuppression at 1/3, 3-cluster preservation at 1.0×,\n2-cluster at 2/3, MaxFALL parity with measure_max, mirror-pad at edges,\ndegenerate widths (w=1, w=2), luma method, zero image, non-linear\nrejection.",
          "is_bot": false,
          "headline": "feat(hdr): measure_max_smoothed — 3×1 horizontal box-filtered MaxCLL …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-19T22:39:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cd9f448471a5c484b163bcdc5cf84e6700a61644",
          "body": "…(#60)\n\nThe spec-conformant CLL reading (CTA-861.3 strict — literal MaxCLL +\narithmetic MaxFALL) is the hot path for HDR-aware encoders: runs on\nevery frame of every encode, no histogram needed. Previously `measure_max`\nbuilt the full 1024-bin log histogram just to call `.max()` and `.mean()`\non it,\n[…]\null results,\n  reproducer, libplacebo comparison.\n- CHANGELOG.md: zenpixels — added entry.\n\nLib tests: 246 → 250 pass (4 new). Clippy `-D warnings` clean under\nboth feature combos. no_std build clean.",
          "is_bot": false,
          "headline": "perf(hdr): SOTA measure_max — 2.5-3.4 Gpix/s, above libplacebo (#54) …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-19T19:28:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5a248ddf604a043df5a1780156ab89d93bc07a3f",
          "body": "…p) (#59)\n\nSIMD acceleration for `ContentLightLevel::measure_histogram` (and the\n`measure_max` / `measure_percentile` convenience methods that route\nthrough it), gated behind a new `simd` cargo feature. The scalar path\nstays the runtime fallback and the no-`simd`-feature build path.\n\nDesign:\n- Tiere\n[…]\n entry.\n\n246 lib tests pass (default features) / 246 with `--features simd`\n(no test-count change — same suite runs under both); clippy\n`-D warnings` clean under `--features simd`; no_std build clean.",
          "is_bot": false,
          "headline": "perf(hdr): SIMD measure_histogram kernel — ~1.7× scalar (#54 follow-u…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-19T19:07:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9cab557bf54dff7fa3badd853538cdcf0389eee9",
          "body": "…percentile (#54) (#58)\n\nReplaces the deprecated literal-max ContentLightLevel::measure with a\nproper histogram primitive. The redesigned issue #54 documented why a\nfixed-percentile API is the wrong answer: defect-driven outliers\n(stuck pixels, sensor noise, specular blowouts) want a percentile;\nnat\n[…]\n bin edges (within 0.5%); empty-input path;\nnon-Linear / non-f32 rejection.\n\n236 → 246 zenpixels lib tests pass (default features); 282 with\nall features. clippy -D warnings clean. no_std build clean.",
          "is_bot": false,
          "headline": "feat(hdr): histogram-based ContentLightLevel — spec-literal + opt-in …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-19T09:38:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a8e5ef7160d8f86d057990f7b203b9e4dd39c711",
          "body": "…(#57)\n\nThree production-readiness bugs from the zenpixels-convert audit, all in\nthe raw-bytes free-function path. The PixelBuffer (ext.rs) path was\nalready correctly guarded.\n\n1. assert_not_cmyk PANICS on caller-supplied CMYK descriptor (adapt.rs:80,\n   reached from adapt_for_encode*, convert_buffe\n[…]\n64-bit)\n- Three pre-existing #[should_panic] CMYK tests updated to assert the\n  typed CmykUnsupported error instead of the abort.\n\n448 → 455 zenpixels-convert lib tests pass. clippy -D warnings clean.",
          "is_bot": false,
          "headline": "fix(convert): typed errors instead of panics on raw-bytes path (#44) …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-19T08:04:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "82ba79db6620897e44d7038e92a3cfb58a20c4d5",
          "body": "… (#43) (#56)\n\nTwo production-readiness bugs from the zenpixels#43 audit, both\nfixable non-breakingly at the use site.\n\n1. PlaneDescriptor::plane_width / plane_height (planar.rs:299-309) used\n   ref_width.div_ceil(self.h_subsample as u32) — but h_subsample /\n   v_subsample are public fields, so a st\n[…]\nows)\n- simd_aligned_stride_saturates_and_does_not_wrap_via_align_up\n  (verifies the align-up step doesn't undo the saturation)\n\n236 → 240 zenpixels lib tests pass. clippy -D warnings clean. fmt clean.",
          "is_bot": false,
          "headline": "fix(planar+descriptor): div-by-zero panic + 32-bit silent under-alloc…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-19T07:48:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "799d4ee0fd867d45eb681937d5d23d815dfb0971",
          "body": "…p/icc",
          "is_bot": false,
          "headline": "feat(zenpixels): buffer-level relabel builders with_diffuse_white/cic…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T22:07:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c06d503a5c56da0de6ada3904aec434e44da9aad",
          "body": "…entone\n\nSame outlier-driven failure mode that got ContentLightLevel::measure\ndeprecated in 0.2.15: these three functions ship a global Reinhard\nv/(1+v) and a bare v · 2^stops clamp, neither display-adaptive (no\ndiffuse-white anchor, no peak luminance, no chroma correction). On a\n1000-nit HDR pixel \n[…]\nNGELOG QUEUED BREAKING\nCHANGES); zenpixels-convert version bumps 0.2.14 → 0.2.15.\n\nzentone's Bt2446A had two algorithm bugs (ρ_H exponent, G' matrix\ncoefficient) — fixed separately in zentone 270f7f5.",
          "is_bot": false,
          "headline": "deprecate(hdr): reinhard / exposure tonemaps in zenpixels-convert → z…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T21:43:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5f036f63027719386231e5ed5ebdceae6f06b53b",
          "body": null,
          "is_bot": false,
          "headline": "style: cargo fmt — wrap the cfg-based prod_label in bench_orient",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T10:50:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5a85e07566125d54c498d9f7fb00da9ed23d7f7",
          "body": "…mark compile/speed/size\n\n- orient module docs: 6 private-fn intra-doc links (transpose_*) -> code spans\n  (were dead links on docs.rs; 'public docs link to private item' warnings gone).\n- Cargo.toml: correct the false 'fast-transpose pulls archmage/magetypes' comment.\n  MEASURED (benchmarks/orient_\n[…]\ne fast-transpose default-on for 0.3.0.\n\nVerified: 32 suites pass, clippy -D warnings clean, no-ft + ft builds warning-free,\norient doc-link warnings gone, staged parity test passes under all-features.",
          "is_bot": false,
          "headline": "cleanup(orient): fix doc-links, correct fast-transpose comment, bench…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T10:47:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "208bded996420b9f360797d0f7c4a6fa9cbcb030",
          "body": "The literal-maximum MaxCLL it computes (absolute max over pixels of max(R,G,B))\nis outlier-sensitive: a single specular/noise pixel inflates MaxCLL and makes\ndisplays over-tone-map (dimming the image). Production HDR metadata uses a\npercentile (~99.99th). #[deprecated] + #[doc(hidden)] now; percenti\n[…]\ncement tracked in #54; literal-max method queued for 0.3.0 removal. MaxFALL\n(the mean) is unaffected, and there were no consumers — nothing breaks. Tests\nkeep exercising it under #[allow(deprecated)].",
          "is_bot": false,
          "headline": "deprecate(hdr)!: doc-hide ContentLightLevel::measure — release 0.2.15",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T08:26:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c2b8b372e3316f4a8b1c002ccd193cddf30abb90",
          "body": "…position",
          "is_bot": false,
          "headline": "docs(changelog): post-0.2.14 cleanup — date, done dedup, registry dis…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T07:48:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d5a8920afe94aca2971c93477dfde3a087eefb5",
          "body": "…y + legacy Plane\n\nPer review, narrow the #[non_exhaustive] set to the genuinely-extensible types\nand stop sealing fixed-spec data bags (the seal there is breakage risk for ~zero\nfuture-proofing — the Rect/Size carve-out).\n\n- Keep sealed: planar::{MultiPlaneImage, PlaneLayout}, buffer::InPlacePixels\n[…]\ne, REGISTRY, find_by_*} (allow(dead_code),\n  no consumers) and legacy planar::Plane (superseded by PlaneLayout + buffers,\n  no consumers). Both queued for 0.3.0 removal.\n\ncargo test green (29 suites).",
          "is_bot": false,
          "headline": "refine(api): trim seals to extensible types; doc(hidden) dead registr…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T06:36:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ee590cfe4cf54ce95971ab74c77e19d5359bc32a",
          "body": "bench_pq_anchor: RGB f32 → PQ16 @203 (anchored) and RGBA f32 → PQ16\n(alpha-preserving) across 256px/4096px/1080p.",
          "is_bot": false,
          "headline": "bench(hdr): zenbench coverage for anchored/alpha quantize_to",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T05:16:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ee13f680b1e1ca6f9a80f7e1667b295be8d4453",
          "body": "… S2)\n\nAnchor threading, alpha preservation, strided src/dst, the precise SIMD exact-ST\n2084 PQ kernel (round-trip ≤1), PixelBuffer output, and the HLG↔PQ refusal.",
          "is_bot": false,
          "headline": "docs(hdr): CHANGELOG for the anchored PQ encode + HLG↔PQ refusal (#45…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T05:07:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba9d964104ae55c31b9f13128f8f1c9eae03b274",
          "body": "…, PixelBuffer output; refuse HLG↔PQ\n\nThe #45 S2 absolute-luminance anchor, threaded through the PQ ConvertSteps and\nthe public quantize_to / pub(crate) quantize_into entries.\n\nKernels (convert_kernels.rs):\n- PQ kernels (u16+f32, encode+decode) use a vendored *precise* SIMD exact-ST 2084\n  transfer \n[…]\n\n  carries the diffuse_white anchor + target CICP onto the output.\n- quantize_into: no-alloc sibling, strided dst, pub(crate).\n\nTests updated for the HLG↔PQ refusal across the suite; full suite green.",
          "is_bot": false,
          "headline": "feat(hdr): anchored PQ encode — precise SIMD kernels, strided convert…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T05:07:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ce98117dcd2ae49a43ca895939b1cba82f178f4",
          "body": "Move ConvertError out of the 0.3.0 queue into [0.2.14] (cargo-copter-verified\nfree); add the HDR/planar/registry/buffer struct seals; queue ColorAuthority\nfor 0.3.0 (2 measured match victims).",
          "is_bot": false,
          "headline": "docs(changelog): 0.2.14 seal sweep + ConvertError promotion",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T04:40:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ed9c7fe8b27a596ea5b5875a9b29819b1057a87",
          "body": "…iant\n\nPromoted from the 0.3.0 queue on cargo-copter evidence: sealing ConvertError\nproduced 0 E0004 regressions across zpc's published reverse-deps (a\nnon_exhaustive enum only breaks exhaustive matches lacking a '_' arm, and nobody\nmatches ConvertError that way). The seal being free, the Buffer var\n[…]\n, so a StrideTooSmall / InvalidDimensions layout\nerror keeps its real cause instead of being mislabeled AllocationFailed (OOM).\nClassification half of #52 (the trace-preservation half landed earlier).",
          "is_bot": false,
          "headline": "feat(error): ConvertError #[non_exhaustive] + Buffer(BufferError) var…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T04:40:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a0edf95095c13a2befd72c613dc1328a15417438",
          "body": "…tive]\n\nTolerated 0.2.x break — cargo-copter measured 0 victims across all 21 published\nzenpixels reverse-deps (nobody downstream struct-literals these; they use the\nconstructors). Sealed: hdr::{ContentLightLevel, MasteringDisplay},\nregistry::KnownColorSpace, planar::{MultiPlaneImage, PlaneDescripto\n[…]\ngrate;\nthe closure destructures already carry '..'). POD pixel types (Bgrx/Rgbx/\nGrayAlpha*) left open — struct-literal is their interface. ColorAuthority\ndeferred to 0.3.0 (2 measured match victims).",
          "is_bot": false,
          "headline": "feat(api): seal HDR/planar/registry/buffer data types as #[non_exhaus…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T04:40:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "13d19b4e407fa595d16f41ca71489eb62e2d1731",
          "body": "…0.9.x)",
          "is_bot": false,
          "headline": "deps: widen moxcms to >=0.8.1,<0.10 (support crates.io 0.8.1 through …",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T03:22:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcbb4dd1dc956f2571e9563b73ff1bb4f82ffdbe",
          "body": "…uffer(BufferError) variant as a 0.3.0 breaking change (fixes the AllocationFailed mislabel) (#53)",
          "is_bot": false,
          "headline": "docs(zenpixels-convert): queue the ConvertError #[non_exhaustive] + B…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-18T02:18:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1a12bae6a3174c2f60a0ab5fce3bf00a6443b4c",
          "body": "…oundaries (map_err_at) (#52)\n\nThe cross-crate buffer constructors (PixelBuffer::{try_new,from_vec},\nPixelSlice::new) return At<BufferError>. Ten sites flattened that traced\nerror away:\n\n- 8 AllocationFailed sites (ext.rs x2, output.rs x5, hdr.rs x1) used\n  .map_err(|_| at!(ConvertError::AllocationF\n[…]\nr_format uses a generic Debug-only\nassociated error type (not an At<_>), so its at!+{e:?} is correct and was\nleft as-is.\n\nbuild/test/clippy/fmt green via run-heavy -p zenpixels-convert --all-features.",
          "is_bot": false,
          "headline": "fix(error): preserve zenpixels At<BufferError> trace across convert b…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-17T16:21:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "98a9a9b415eb4afa62f7ec7074f4e3d53cdcb312",
          "body": "…e (stride unit) + constants' full descriptors + accessors (insulated-dev usability test) (#51)",
          "is_bot": false,
          "headline": "docs(zenpixels): add the from_vec raw-bytes+stride constructor exampl…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-16T09:42:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7be53d635c249214b50407d82e87996623362b2f",
          "body": "zenpixels-convert set `readme = \"../README.md\"` (the combined workspace\nREADME), but that file is outside the package root and so was never packaged\n— crates.io showed no README for the crate. Add a focused, conversion-API\nREADME in the crate dir, point `readme = \"README.md\"`, and add `/README.md`\nt\n[…]\n). All examples/symbols verified against src/ (RowConverter, best_match,\nConvertIntent, ConvertOptions, PluggableCms/MoxCms, gamut/hdr/orient/pipeline\nre-exports). Markdown-only; no public API change.",
          "is_bot": false,
          "headline": "docs(zenpixels-convert): add README (crate had none on crates.io) (#50)",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-16T06:50:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cf4891946aec981382d971b12d1bb2d1eaa42a38",
          "body": "DiffuseWhite wraps f32 (no derived Eq), which had forced ColorContext to drop\nits 0.2.13 Eq — a removed-trait semver break flagged by cargo semver-checks.\nDiffuseWhite is new/unpublished, so give it a bit-exact PartialEq/Eq (a\nluminance anchor is never NaN/-0.0); ColorContext then keeps Eq. semver-checks\ndrops from 2 major failures to 1 (only the tolerated #[non_exhaustive]).",
          "is_bot": false,
          "headline": "fix(hdr): preserve ColorContext Eq via bit-exact DiffuseWhite",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-15T06:52:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c016be2ef645c5bda51212ba6381655fc2142da",
          "body": "…cessors. Closes #49",
          "is_bot": false,
          "headline": "docs(readme): complete the format-conversion example with verified ac…",
          "author_name": "Lilith River",
          "author_login": "lilith",
          "committed_at": "2026-06-15T02:52:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58a1933e7173dfbb198c5c043ebc9f5fcea09b95",
          "body": "The use-case 'book' gating any public anchor-convert surface (per CLAUDE.md\nAPI policy). Classifies every HDR-convert step as auto (data-driven,\nlossless — e.g. anchor application) vs explicit (intent-driven, lossy —\ntone-map, gain-map reconstruct), writes user stories per proposed API/data\nstructure with a pub vs pub(crate) recommendation each, and concludes the\npublic surface is the *buffer-level auto* convert, not the byte-level\nexplicit one (so convert_buffer_with_anchor stays pub(crate)).",
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                    "code": "releases_published",
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                      "count": 21
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                  }
                ],
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              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
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                "details": [
                  {
                    "code": "release_recency",
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                      "days": 0
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                  }
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              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~10.6 days",
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                "details": [
                  {
                    "code": "release_cadence",
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                      "gap": 10.6
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                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
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                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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              "days_since_last_human_commit_is_floor": false
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            "components": [
              {
                "key": "project_is_still_maintained",
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                "detail": "maintenance record not established from the collected data",
                "points": 100,
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                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
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            "note": null,
            "notes": [],
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              "forks": 0,
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              "watchers": 1,
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            "components": [
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                "key": "stars",
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                    "code": "stars",
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                      "count": 1
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                  }
                ],
                "max_points": 60
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              {
                "key": "forks",
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                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "forks",
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                      "count": 0
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
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                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
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                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
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                      "spdx": "Apache-2.0"
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
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                "detail": null,
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                "status": "missed",
                "details": [],
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              },
              {
                "key": "code_of_conduct",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "issue_template",
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                "status": "missed",
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              },
              {
                "key": "pr_template",
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            ]
          },
          {
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            "notes": [
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                "code": "excluded_no_data",
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                  "components": [
                    "registry_dependents"
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 70,
            "inputs": {
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              "dependents": null,
              "ecosystems": "crates",
              "total_downloads": 60457,
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            "components": [
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                "key": "monthly_downloads",
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                    "code": "downloads_monthly",
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
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                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 57,
        "weight": 0.24,
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          {
            "key": "maintainer_resilience",
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              "bus_factor": 1,
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              "top_contributor_share": 1
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
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                "max_points": 54
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                "key": "commit_distribution",
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                "points": 0,
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
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                "status": "partial",
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                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 32,
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              "closed_issues": 21,
              "issue_closed_ratio": 0.7,
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            "components": [
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                "key": "issue_resolution",
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                "points": 32.7,
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                    "code": "issues_closed_share",
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                      "share": 70
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "points": 31.4,
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                "details": [
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                    "code": "decided_prs_merged",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "points": 0,
                "status": "missed",
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
              "followers": 47,
              "owner_type": "Organization",
              "is_verified": null,
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            "components": [
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                "key": "ownership_backing",
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                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
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                "detail": "47 followers of imazen",
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
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                "detail": "220 public repos, account ~14 yr old",
                "points": 25,
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                    "code": "public_repos",
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                      "count": 220
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                  },
                  {
                    "code": "account_age_years",
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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                "key": "published_resolvable",
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                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
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                    "code": "publish_recency",
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                "max_points": 35
              },
              {
                "key": "version_history",
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                "details": [
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                    "code": "published_versions",
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                ],
                "max_points": 20
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                "key": "not_deprecated",
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                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "weight": 0.2,
        "metrics": [
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            "key": "engineering_practices",
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            "inputs": {
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              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
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                "details": [
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                    "code": "ci_workflows",
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                      "count": 2
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
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                "max_points": 24
              },
              {
                "key": "linter_config",
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              },
              {
                "key": "pre_commit_hooks",
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              },
              {
                "key": "editorconfig",
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                "details": [],
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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            ]
          },
          {
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            "note": null,
            "notes": [],
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            "inputs": {
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              "homepage": null,
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            "components": [
              {
                "key": "readme",
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                "points": 30,
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                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
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                "key": "documentation_homepage_site",
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              },
              {
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              },
              {
                "key": "wiki",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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              {
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 38,
            "inputs": {
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              "scorecard_version": "v5.5.0",
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            "components": [
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                "key": "binary_artifacts",
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              },
              {
                "key": "branch_protection",
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              },
              {
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              },
              {
                "key": "cii_best_practices",
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                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
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                "max_points": 2.5
              },
              {
                "key": "code_review",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "contributors",
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                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
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                "status": "missed",
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                "max_points": 5
              },
              {
                "key": "license",
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                "detail": "license file detected",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 23 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 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": "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 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": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "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 crates:zenpixels@0.2.16 runtime dependency closure — what installing the published package pulls in — 9 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
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                  "assessed": 9
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
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              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 9,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
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                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
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                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
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                "status": "met",
                "details": [
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                    "code": "no_indirect_advisories",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
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                "points": 0,
                "status": "excluded",
                "details": [
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                  }
                ],
                "max_points": 40
              }
            ]
          },
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            "key": "malicious_dependencies",
            "band": "excellent",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "red_flag": false,
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              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
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                "status": "met",
                "details": [
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                  }
                ],
                "max_points": 100
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            ]
          },
          {
            "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": "good",
        "name": "AI Readiness",
        "value": 70,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
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                  }
                ],
                "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": "99 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 99,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
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          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "justfile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "Cargo.toml",
                "apidoc/Cargo.toml",
                "benchmarks/transpose-shootout/Cargo.toml",
                "scripts/icc-gen/Cargo.toml",
                "zenpixels-convert/Cargo.toml",
                "zenpixels/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "justfile"
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                  }
                ],
                "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": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
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                "name": "Reproducible environment",
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                "points": 10,
                "status": "met",
                "details": [
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                      "files": "lockfile"
                    }
                  }
                ],
                "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": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "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": 94,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 123146,
              "source_files_sampled": 108,
              "oversized_source_files": 12
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            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
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                ],
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              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "12/108 source files over 60KB",
                "points": 48.9,
                "status": "partial",
                "details": [
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                    "code": "oversized_source_files",
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                      "oversized": 12
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          },
          {
            "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"
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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",
    "Could not fetch crates package 'zenpixels-apidoc' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T17:18:56.750683Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/imazen/zenpixels.svg",
  "full_name": "imazen/zenpixels",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v0.27.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистикаcrates.io.