Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.25.0 · метрики 1.13.0 · 2026-07-21 22:47 UTC

unohee / kis-agent

한국투자증권 OpenAPI Python 래퍼 — CLI · Python SDK · LLM Agent · 실시간 WebSocket. 문서: unohee.github.io/kis-agent

PythonЛіцензію не виявлено★ 49 зірок⑂ 12 форківз черв. 2025 р.Переглянути на GitHub ↗

unohee/kis-agent має індекс здоров’я 61 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (86/100), найнижчий — Community & Adoption (31/100). Останнє оновлення було 2 дні тому. Більшість нещодавньої роботи виконує один учасник.

61
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.

61
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

Heewon OhОсобистий обліковий запис
26 підписників32 публічні репозиторіїз лют. 2014 р.Intrect

Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIkis-agent1.6.1-6106 днів томуkiskorean-investmentstocktradingapifinancekoreasecurities

Метрики за категоріями

Життєздатність

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

80Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 2 дн. тому
8.3/36Ритм комітів — 12/52 тижнів із комітами
17.5/18Обсяг комітів — 87 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year87
human_commit_share1
days_since_last_push2
active_weeks_last_year12
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 4 релізів
36/36Свіжість релізів — останній реліз 4 дн. тому
19.8/27Ритм релізів — реліз кожні ~72,3 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count4
latest_release_tagv1.8.0
releases_from_tagsні
days_since_latest_release4
mean_days_between_releases72,3
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?

31У зоні ризику · 18% загального індексу
Як обчислюється оцінка
27.3/60Зірки — 49 зірок
8.7/25Форки — 12 форків
0/15Спостерігачі — 1 спостерігачів
Використані вхідні дані
forks12
stars49
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold
Як обчислюється оцінка
22.5/22.5README
0/22.5Ліцензія — файлу ліцензії не виявлено
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseні
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

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
46.8/46.8Вирішення issue — закрито 100% issue
33.5/38.3Прийняття PR — злито 42/48 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/12 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs42
open_issues0
closed_issues2
issue_closed_ratio1
closed_unmerged_prs6
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
10.3/25Охоплення власника — 26 підписників у unohee
23.1/25Послужний список — 32 публічних репозиторіїв, вік облікового запису ~12 р.
Використані вхідні дані
followers26
owner_typeUser
is_verified
owner_loginunohee
public_repos32
account_age_days4 550
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 106 дн. тому
20/20Історія версій — 6 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packageskis-agent
ecosystemspypi
any_deprecatedні
min_days_since_publish106

Інженерна якість

Чи наявні базові інженерні практики та документація?

86Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 3 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .flake8
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configні

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://unohee.github.io/kis-agent/
10/10Опис репозиторію
10/10Теми — 13 тем
0/10Wiki
Використані вхідні дані
topicsasync, cli, llm-agent, openapi, python, stock-trading, websocket, korea-investment-securities, automated-trading, mcp-server, mkdocs, trading-api, kis-openapi
has_wikiні
homepagehttps://unohee.github.io/kis-agent/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

45У зоні ризику · 16% загального індексу

Стан безпеки

31У 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
2.5/2.5CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/12 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
0/2.5Ліцензія — license file not detected
7.5/7.5Maintained — 30 commit(s) and 1 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
0/7.5Vulnerabilities — 10 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,1
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_packages24
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:kis-agent@1.6.1 — тим, що тягне за собою встановлення опублікованого пакета, — 24 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.

42У зоні ризику · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 86 з 87 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,989
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .flake8
0/11Статична перевірка типів
0/10Відтворюване середовище
0/10Підтверджена практика роботи з агентами — серед останніх 87 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
lockfiles
has_dockerfileні
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configтак
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
54.8/55Керовані розміри файлів — 1/281 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes66 855
source_files_sampled281
oversized_source_files1
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
40/40Придатні до запуску приклади — examples, notebooks
Використані вхідні дані
example_dirsexamples, notebooks
has_mcp_signalтак
api_schema_files

Ключові факти

49зірок GitHub
1контриб'юторів
87комітів за останні 12 місяців
2днів від останнього пушу
4релізів
1бас-фактор
0відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Could not fetch pypi package 'pykis-mcp-server' from its registry
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

Історія зірок і форків 49 ★ / 12 ⇿
49Зірки
12Форки
3Релізи

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

01020304050491272026-032026-052026-07
Мажорні 0Мінорні 2Патчі 1
OpenSSF Scorecard 3.1 / 10
3.1сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-21 22:47 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests10 out of 10 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/12 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
0Licenselicense file not detected
10Maintained30 commit(s) and 1 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
0Vulnerabilities10 existing vulnerabilities detected
Прямі залежності 11
РеєстрПакетОбмеження версіїМаніфест
PyPImcp>=0.9.0pykis-mcp-server/pyproject.toml
PyPIpython-dotenv>=1.0.0pykis-mcp-server/pyproject.toml
PyPIpykis>=0.1.22pykis-mcp-server/pyproject.toml
PyPIrequests>=2.31.0,<3.0.0pyproject.toml
PyPIhttpx>=0.24.0,<1.0.0pyproject.toml
PyPIpandas>=1.5.0,<3.0.0pyproject.toml
PyPIpython-dotenv>=0.21.0,<2.0.0pyproject.toml
PyPIpycryptodome>=3.23.0,<4.0.0pyproject.toml
PyPIwebsockets>=12.0,<17.0pyproject.toml
PyPIaiohttp>=3.9.0,<4.0.0pyproject.toml
PyPIopenpyxl>=3.0.0,<4.0.0pyproject.toml
Усі залежності не зібрано

Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Сповіщення про залежності 0

Встановлення pypi:kis-agent@1.6.1 тягне 24 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "async",
        "cli",
        "llm-agent",
        "openapi",
        "python",
        "stock-trading",
        "websocket",
        "korea-investment-securities",
        "automated-trading",
        "mcp-server",
        "mkdocs",
        "trading-api",
        "kis-openapi"
      ],
      "is_fork": false,
      "size_kb": 4338,
      "has_wiki": false,
      "homepage": "https://unohee.github.io/kis-agent/",
      "languages": {
        "HTML": 2985,
        "Python": 2908739,
        "TypeScript": 29164
      },
      "pushed_at": "2026-07-18T23:19:37Z",
      "created_at": "2025-06-12T06:58:47Z",
      "owner_type": "User",
      "updated_at": "2026-07-21T22:46:18Z",
      "description": "한국투자증권 OpenAPI Python 래퍼 — CLI · Python SDK · LLM Agent · 실시간 WebSocket. 문서: unohee.github.io/kis-agent",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": null,
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "intrect.io",
      "name": "Heewon Oh",
      "type": "User",
      "login": "unohee",
      "company": "Intrect",
      "location": "South Korea",
      "followers": 26,
      "avatar_url": "https://avatars.githubusercontent.com/u/6588880?v=4",
      "created_at": "2014-02-04T21:10:36Z",
      "is_verified": null,
      "public_repos": 32,
      "account_age_days": 4550
    },
    "license": {
      "state": "absent",
      "spdx_id": null,
      "raw_spdx": null,
      "file_present": false,
      "scorecard_found": false,
      "profile_has_license": false
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.8.0",
          "kind": "minor",
          "published_at": "2026-07-17T03:27:09Z"
        },
        {
          "tag": "v1.6.1",
          "kind": "patch",
          "published_at": "2026-04-07T00:39:26Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2026-03-21T06:34:25Z"
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          "tag": "v1.3.5",
          "kind": "patch",
          "published_at": "2025-12-12T09:21:46Z"
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          "is_bot": false,
          "headline": "Merge pull request #50 from unohee/agent/include-all-unit-tests",
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          "headline": "Merge pull request #49 from unohee/agent/complete-test-coverage",
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          "headline": "ci: bound coverage test runtime",
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          "is_bot": false,
          "headline": "fix: declare httpx dependency",
          "author_name": "Heewon Oh",
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          "is_bot": false,
          "headline": "test: enforce 100% coverage",
          "author_name": "Heewon Oh",
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        {
          "oid": "b3c2804d68b589643bff49c3a7543ee6bfd9eb89",
          "body": "…-examples\n\nfeat(async): 미구현 비동기 인증 구현 + 동작하지 않던 예제·문서 정리",
          "is_bot": false,
          "headline": "Merge pull request #48 from unohee/unoheeofficial/sto-1588-fix-broken…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-07-17T11:25:37Z",
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        },
        {
          "oid": "fab633d37242ef7d596a744209a25f3440d61658",
          "body": "test_auth_async.py described a full contract — auth_async, reAuth_async,\nKISClient.create_async, refresh_token_async, Agent.create_async — and skipped all\n21 cases with \"auth_async functions not implemented yet\". The example demoing it\nraised ImportError. Implemented against that contract; 19 now ru\n[…]\nt. Params taken from the spec workbook,\n  not guessed.\n- Agent.__getattr__ never consulted investor_api/interest_api, so eight methods\n  on modules Agent itself constructs were unreachable through it.",
          "is_bot": false,
          "headline": "feat(async): implement the async auth the tests were already written for",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-17T11:23:13Z",
          "body_truncated": true,
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        },
        {
          "oid": "2fc7d545796ac084cd6ebf802a004b21d76493ee",
          "body": "Sweeping the docs after the v1.8.0 update found instructions that do not run.\nFixed the ones whose correct form is unambiguous:\n\n- daily_price_pagination_example.py read KIS_SECRET (7 places), an alias the\n  KIS_* unification removed. os.getenv returned None, so app_secret was None and\n  the example\n[…]\nndex_chart_price_example.py demo functions that were never implemented\n(their own test file skips all 21 cases for that reason), and basic_usage.py\ncalls agent.get_daily_price, which does not resolve.",
          "is_bot": false,
          "headline": "docs: fix examples and references that fail on import",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-17T10:29:41Z",
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        },
        {
          "oid": "ebe4b06ef965d4b370bea4cc142aaf7c08f56808",
          "body": "…-trading\n\ndocs: 모의투자 가이드 추가 + 동작하지 않던 안내 정정",
          "is_bot": false,
          "headline": "Merge pull request #47 from unohee/unoheeofficial/sto-1587-docs-paper…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-07-17T06:58:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ce4860a1b1bed7c3eef95ba94d5034842dccc49",
          "body": "Adds a 모의투자 guide (getting-started/paper-trading.md) covering setup, the\n43-of-336 API limit, WebSocket notice TRs, why URL alone was never enough, and\nthe errors people actually hit — including the #44 symptom and the `await` on a\nsync method from that report.\n\nFixes docs that told users to do thin\n[…]\nto anyone upgrading from v1.6.1.\n\nmkdocs build produces no new warnings. The two that abort --strict predate this\n(RATE_LIMITER_GUIDE.md link, guides/getting-started.md); deploy does not use\n--strict.",
          "is_bot": false,
          "headline": "docs: document paper trading, correct instructions that never worked",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-17T06:56:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "099c84f3edc18cd6c45bdc3625a82f02a557e241",
          "body": "…-ws-refactor\n\nfix(ci): CI가 실제 패키지를 검사하도록 수리 + LOC 게이트 대응 리팩터 (v1.8.0)",
          "is_bot": false,
          "headline": "Merge pull request #46 from unohee/unoheeofficial/sto-1581-ci-fix-and…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-07-17T03:25:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af2f2a239e1d55b239ca29cc3f32f12f84e43f0b",
          "body": "…gate\n\nFirst real run of the fake-data detector against kis_agent/ flagged four\n`except: pass` handlers. Two were genuine, two were not:\n\nGenuine — a bare `except Exception: pass` hid every failure behind a None:\n- _get_name / _get_overseas_name: a broken lookup was indistinguishable from a\n  stock \n[…]\n cli/main.py only imported\nlogging inside _create_agent, so any log from module-level helpers would have\nraised. ruff caught it the moment it had a real path to check — the import is\nnow module level.",
          "is_bot": false,
          "headline": "fix: stop swallowing exceptions, caught by the now-working fake-data …",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-17T03:22:54Z",
          "body_truncated": true,
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        },
        {
          "oid": "eb544e96812983a8fb36e75148f1c3eaf5446808",
          "body": "v1.7.0 was bumped in pyproject but never tagged or released — the newest tag is\nv1.6.1. Its pending content (the KIS_* env var rename, a breaking change) has\nbeen sitting unreleased in CHANGELOG's [Unreleased], and now ships alongside\npaper-trading support as v1.8.0.\n\nBecause v1.7.0 never existed as\n[…]\ngination blocks stay under [Unreleased] —\nthey predate v1.6.1 and were already shipped, so claiming them as new in 1.8.0\nwould be false. That staleness is pre-existing and left for a separate cleanup.",
          "is_bot": false,
          "headline": "chore(release): bump to v1.8.0",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-17T03:16:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a38e3d8e5bc7c432e2b50a4384f2f561d72dcca5",
          "body": "Consequence of the src-path fix: ruff and black run against kis_agent/ for the\nfirst time. They reported 23 and 13 files respectively — not new decay, just the\nbacklog from checks that were pointed at a directory that did not exist.\n\nMechanical only, no behaviour change:\n- F401: REAL_BASE_URL left u\n[…]\n __future__ import annotations`, so\n  PEP585/604 syntax is safe on the py38 target.\n- black formatting across the package.\n\nKept separate from the CI and refactor commit so that diff stays reviewable.",
          "is_bot": false,
          "headline": "style: satisfy ruff and black now that CI actually lints this package",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-17T03:16:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0a0ff6b269c2fc48232c75e1bf9b08a1c7409129",
          "body": "CI declared `src-path: 'pykis/'` — a directory that has not existed since the\npackage was renamed. Every path-driven check silently no-opped while reporting\npass:\n\n    find: 'pykis/': No such file or directory          # LOC gate\n    ##[error]pykis:1:1: E902 No such file or directory  # ruff\n    Fil\n[…]\nixin.py pins all 20 moved methods, checks they delegate\nwith the expected SubscriptionType, and covers paper-trading TR resolution\nthrough the mixin. Dropping the inheritance fails 28 of its 30 tests.",
          "is_bot": false,
          "headline": "fix(ci): point CI at kis_agent/, split ws_agent to clear the LOC gate",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-17T03:15:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9faa368a693c9aa099edece1910b739c89221b6c",
          "body": "…ing-support\n\nfeat(paper): 모의투자 지원 — TR_ID 변환 및 환경 결정 (fixes #44)",
          "is_bot": false,
          "headline": "Merge pull request #45 from unohee/unoheeofficial/sto-1579-paper-trad…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-07-16T14:54:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14a4393efac25126e31d3bff602147b3cb5687ba",
          "body": "KIS corrected the overseas-order paper TR_IDs on 2026-07-09 (\"해외주식 주문\n모의TR 업데이트\"), changing 미국 매도 from VTTT1006U to VTTT1001U — the value\nthis table already carried on the workbook's authority, and the one conflict the\nearlier cross-check had flagged as a sample-side error.\n\nRe-running the cross-che\n[…]\n or for 구 TR_IDs.\nVTTS3018R in particular appears in zero current samples.\n\nRecord which sources are load-bearing so the next re-check does not re-litigate\nlegacy/ as though it were the live contract.",
          "is_bot": false,
          "headline": "docs(paper): re-verify TR mapping against open-trading-api 885dd4e",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-16T14:38:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bf6fcb5c4c0c1088532ce6f52450a2c83084ba25",
          "body": "Pointing base_url at the paper host sent real-trading TR_IDs, so every call\ncame back with HTTP 500 \"모의투자 TR 이 아닙니다\" (issue #44). base_url\npropagation was never broken — that error is the paper server answering. Only\none of 63 hardcoded TR_IDs consulted client.is_real.\n\nResolve TR_IDs at client.make\n[…]\norkbook and\n--check diffs it; the tests run that check plus a guard that no paper-supported\nTR_ID the codebase sends is left unmapped. The workbook is untracked (size), so\nboth skip when it is absent.",
          "is_bot": false,
          "headline": "feat(paper): support 모의투자 across REST and WebSocket",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-16T14:29:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "49f67b9c669d56ed15678f4bac8ab3e31c717585",
          "body": "…e-audit-2026-07-02-re\n\nchore(audit): codebase audit 2026-07-02 — review --max (1 follow-ups)",
          "is_bot": false,
          "headline": "Merge pull request #43 from unohee/swarm/STO-1450-chore-audit-codebas…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-07-16T13:38:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "061934ef1f86885229b8f731a3968550092864c7",
          "body": "…x (1 follow-ups)",
          "is_bot": false,
          "headline": "feat(STO-1450): chore(audit): codebase audit 2026-07-02 — review --ma…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-02T13:36:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "148c57414e64da5175664cbcd576762aefd5402c",
          "body": "…dge-error-handling\n\nfix(bridge): harden PythonBridge error handling and bound buffers (STO-1411)",
          "is_bot": false,
          "headline": "Merge pull request #42 from unohee/unoheeofficial/sto-1411-python-bri…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-07-01T02:32:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b4f2d6332104c9bc2bc3eca9a455d8283afb8fd",
          "body": "…und buffers\n\nAddress STO-1411 codebase audit findings in src/python-bridge.ts:\n\n- Handle child.stdin.write() failures and stdin stream 'error' events\n  (EPIPE / closed stdin) by rejecting the pending request immediately as\n  StdinWriteError/StdinError instead of hanging until timeout or crashing\n  \n[…]\ne\n  buffer, and kill the process.\n- Add idempotent failPendingRequest() helper shared by the new failure\n  paths.\n\nTests: 29/29 pass (4 new cases + updated stdin.write assertions),\ntsc --noEmit clean.",
          "is_bot": false,
          "headline": "fix(bridge): harden PythonBridge stdin/callSync error handling and bo…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-07-01T02:21:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6dd63823d9c7b380646086e36211c603a7ad161b",
          "body": "- responses/futures.py: expand DisplayBoardCallPutRow with full field set\n  from FHPIF05030100 (hts_ints_vltl, vega, acpr, atm_cls_name, greeks, etc.)\n- futures/vkospi.py: VKOSPICalculator — vega-weighted OTM IV interpolation\n  between near/far expiry months (KRX VIX methodology, target ±2pt vs offi\n[…]\nerage\n  - VKOSPIResult dataclass with full audit trail\n- futures/__init__.py: expose Futures.get_vkospi() facade method + re-exports\n- tests: 36 unit tests covering all helper functions and calculator",
          "is_bot": false,
          "headline": "feat(futures): add VKOSPI proxy calculator",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-13T14:27:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "389bbf12ff9de1daba6918def0f3b39fcee69672",
          "body": "…-existing test failures\n\nWebSocket:\n- ws_types.py: rename/add 47 TR_IDs (INDEX_FUTURES, INDEX_OPTION, COMMODITY_FUTURES,\n  STOCK_FUTURES, STOCK_OPTION, OVERTIME, OVERSEAS_STOCK, OVERSEAS_FUTURES + NOTICE types)\n- ws_agent.py: fix subscribe_futures/options to use corrected TR_IDs; add 5 new\n  conven\n[…]\nr from kis_auth on missing config files\n\nCode quality:\n- Add .cxtignore to exclude examples/ and benchmark from BS scans\n- Add cxt-ignore markers to docstring examples and TS exception-hiding patterns",
          "is_bot": false,
          "headline": "fix(ws,tests): fix TR_ID renames, add WS convenience methods, fix pre…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-13T14:07:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e762d1e7146a89420318817d2b15e8bd0eeaefda",
          "body": "perf(ws_agent): optimize subscription speed, isolate sync handlers, fix task leaks",
          "is_bot": false,
          "headline": "Merge pull request #41 from unohee/perf/ws-agent-optimizations",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-06-04T04:35:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f69eaa424c4a0c35943287670527c0e14804cc0d",
          "body": "…ix task leaks\n\nWSAgent 4가지 최적화·안정성 개선.\n\n1. 순차 구독 속도 N배 개선\n   - _subscribe_all에서 구독 사이 0.5초 sleep 제거\n   - _send_subscription이 응답 대기로 자연 직렬화되므로 추가 sleep 불필요\n   - 50 종목 구독 시 ~25초 단축 (이전: 0.5s × N 추가 소비)\n\n2. Sync 핸들러 격리 — 수신 루프 블록 방지\n   - _call_handler에서 sync 핸들러를 asyncio.to_thread()로 격리\n   - 이전: 무거운 s\n[…]\nults/errors 모두 정리\n  * _parse_message가 preparsed json_data 재사용 (이중 파싱 회피)\n- 기존 ws 단위 테스트 144/145 passed (1 pre-existing failure: test_fatal_\n  error_patterns_exist — 본 변경과 무관)\n- ruff: All checks passed",
          "is_bot": false,
          "headline": "perf(ws_agent): optimize subscription speed, isolate sync handlers, f…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-04T04:33:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d344a844700c18989ef7e4238e99e4cf1470cd31",
          "body": "fix(rate_limiter): enforce official KIS limit, lock-free sleep, safer defaults",
          "is_bot": false,
          "headline": "Merge pull request #40 from unohee/fix/rate-limiter-safety-margin",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-06-04T02:45:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "efa73b198c00a9a3f2741e8f12af98444fc2a95d",
          "body": "… defaults\n\nAPI rate limiting이 KIS 공식 한도(20 RPS / 1000 RPM)에 닿지 않도록 안전 마진을\n확보하고, 동시 호출 시에도 sliding window 위반이 발생하지 않도록 수정.\n\n핵심 변경:\n\n1. 기본값 강화 (75~80% 마진)\n   - RPS: 18 → 15 (공식 20의 75%)\n   - RPM: 900 → 800 (공식 1000의 80%)\n   - min_interval_ms: 55 → 70 (15 RPS 이론적 67ms + 3ms jitter)\n   - burst_size: 10\n[…]\n개 호출 시 1초 윈도우에 15개 이하 (기본 15 RPS)\n- priority>=1 + 큰 burst여도 공식 RPS 한도(20) 초과 안 함\n- 슬립이 lock 바깥에서 일어나 get_current_rate() 호출이 즉시 반환\n- 전역 싱글턴이 동시 20개 스레드에서도 단일 인스턴스 보장\n\n문서: docs/RATE_LIMITER_GUIDE.md 갱신.",
          "is_bot": false,
          "headline": "fix(rate_limiter): enforce official KIS limit, lock-free sleep, safer…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-04T02:44:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f4ae370daa536caaa484a70df8bcb27d617817b1",
          "body": "refactor(agent): extract RateLimiterControlMixin (955 → 865 LOC)",
          "is_bot": false,
          "headline": "Merge pull request #39 from unohee/refactor/agent-rate-limiter-mixin",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-06-04T02:16:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e39716e93b9b1a401a2cf17c7a6d530151ef4dfe",
          "body": "…5 LOC)\n\nagent.py에서 Rate Limiter 제어 메서드 4개를 별도 Mixin으로 분리.\n\n분리 대상 (kis_agent/core/rate_limiter_mixin.py):\n- get_rate_limiter_status() — 상태 조회\n- set_rate_limits()           — 제한 값 동적 변경\n- reset_rate_limiter()        — 통계/백오프 초기화\n- enable_adaptive_rate_limiting() — 적응형 속도 조절 토글\n\n분리 근거:\n- 4개 메서드 모두 sel\n[…]\nlMixin, BaseExceptionHandler, object]\n\n검증:\n- pytest tests/unit/test_agent.py tests/unit/test_agent_unit_comprehensive.py\n  tests/unit/test_rate_limiter.py: 49/49 passed\n- ruff check: All checks passed",
          "is_bot": false,
          "headline": "refactor(agent): extract RateLimiterControlMixin from Agent (955 → 86…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-04T02:14:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3da4efd2de072a7935ab1345214b911c76f88ba8",
          "body": "docs(seo): add OG/Twitter card meta, robots.txt, custom overrides",
          "is_bot": false,
          "headline": "Merge pull request #34 from unohee/docs/seo-mkdocs-improvements",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-06-03T14:32:57Z",
          "body_truncated": false,
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        },
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          "oid": "24f8ce400d20b4422aa9c07ffd260391ad8cca45",
          "body": "docs,examples: standardize KIS_ACCOUNT_NUMBER → KIS_ACCOUNT_NO + KIS_ACCOUNT_CODE",
          "is_bot": false,
          "headline": "Merge pull request #35 from unohee/chore/env-test-and-docs-standardize",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-06-03T14:31:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2edbe1238241aebc01ae6ed5bb73e9118e4795ba",
          "body": "feat(constants): add get_ws_url helper for real/mock WebSocket selection",
          "is_bot": false,
          "headline": "Merge pull request #36 from unohee/feat/ws-mock-url-helper",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-06-03T14:29:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61fbcf1bfd1723fb5a017be05062f89ee8f7d3dd",
          "body": "test(coverage): boost total coverage 65% → 71%",
          "is_bot": false,
          "headline": "Merge pull request #38 from unohee/chore/boost-coverage",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-06-03T14:29:16Z",
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        },
        {
          "oid": "872dcefc809b3d35be3f7a52ed27b23994d8b8c2",
          "body": "fix(test): mock httpx.request instead of requests.request in make_request tests",
          "is_bot": false,
          "headline": "Merge pull request #37 from unohee/fix/test-make-request-httpx-mock",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-06-03T14:28:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "b4fce3fd282b281727500af1c0be0b8e7801c4f5",
          "body": "…ts + 3 new test files\n\n목표 70% 달성 + 1%p 안전 마진.\n\n변경 내역:\n\n1. kis_agent/responses/__init__.py\n   - futures.py(171줄) / overseas_futures.py(240줄) re-export 추가\n   - 두 모듈은 TypedDict 정의만 모인 타입 힌팅 전용으로, 다른\n     responses/*.py와 마찬가지로 __init__에서 import만 되면 100% 커버\n   - 결과: responses/futures.py 0% → 100%, respo\n[…]\nrecv/reconnect/is_alive/\n     get_stats 분기를 AsyncMock으로 커버. 재연결 시 지수 백오프 호출 검증\n   - websocket/connection.py 26% → 100%\n\n전체: TOTAL 65% → 71% (statements 9592, missed 2824).\n38개 신규 테스트 추가, 기존 테스트 영향 없음.",
          "is_bot": false,
          "headline": "test(coverage): boost total coverage 65% → 71% via responses re-expor…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-03T13:23:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cdbfd44aceb767ce29d6ec9427fb3e61ade31b0a",
          "body": "…uest tests\n\nv1.6.1에서 KISClient.make_request가 requests → httpx로 교체되었으나\n(commit 52cb530) 테스트의 mock 타겟이 그대로 requests.request에 머물러\n실제 httpx 호출이 발생, 인증 실패로 JSON_DECODE_ERROR가 반환되며\nmake_request 계열 테스트들이 의도와 다르게 통과/실패하던 문제 수정.\n\n변경:\n- tests/unit/test_client.py: 6개 @patch(\"requests.request\") → httpx.request\n[…]\n requests.post를\n  쓰므로 유지.\n- tests/unit/test_client_comprehensive.py: 7개 with patch(\"requests.request\")\n  → httpx.request.\n\n결과: test_client.py 22 passed, test_client_comprehensive.py 36 passed (58/58).",
          "is_bot": false,
          "headline": "fix(test): mock httpx.request instead of requests.request in make_req…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-03T13:15:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c59c8d6dc63d19bf01da9d0cd34c05837cb14219",
          "body": "…uest tests\n\nv1.6.1에서 KISClient.make_request가 requests → httpx로 교체되었으나\n(commit 52cb530) 테스트의 mock 타겟이 그대로 requests.request에 머물러\n실제 httpx 호출이 발생, 인증 실패로 JSON_DECODE_ERROR가 반환되며\nmake_request 계열 테스트들이 의도와 다르게 통과/실패하던 문제 수정.\n\n변경:\n- tests/unit/test_client.py: 6개 @patch(\"requests.request\") → httpx.request\n[…]\n requests.post를\n  쓰므로 유지.\n- tests/unit/test_client_comprehensive.py: 7개 with patch(\"requests.request\")\n  → httpx.request.\n\n결과: test_client.py 22 passed, test_client_comprehensive.py 36 passed (58/58).",
          "is_bot": false,
          "headline": "fix(test): mock httpx.request instead of requests.request in make_req…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-03T12:39:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cd462890ffdebe74bdb889ca519c251bad67efef",
          "body": "v1.7.0에서 도입했지만 미사용으로 dead code 상태였던 WS_MOCK_URL을\n활성화. KIS 공식 샘플 코드(open-trading-api/legacy/websocket/python/*)에서\n모의투자 WS 엔드포인트가 ws://ops.koreainvestment.com:31000임을 확인.\n\n추가:\n- kis_agent.core.constants.get_ws_url(is_real: bool = True) -> str\n  실전/모의 분기 헬퍼. 기본은 실전(기존 동작 호환).\n- kis_agent/websocket/__init__.py 도크스트링에 모의 엔드포인트 사용 예제 추가.\n\n기존 WSAgent/KisWebSocket 시그니처는 변경하지 않음(url 매개변수에 직접\n전달). 사용자가 명시적으로 get_ws_url(False)로 선택할 수 있게 된 점이\n가장 큰 차이.",
          "is_bot": false,
          "headline": "feat(constants): add get_ws_url helper for real/mock WebSocket selection",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-03T12:35:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e210f6674c49f2dfe9d20d3b60dc783b82c9e08",
          "body": "…ACCOUNT_CODE\n\nv1.7.0 환경변수 표준화 후속 정리. docs와 examples에 남아있던 비표준\n환경변수 KIS_ACCOUNT_NUMBER(합본 \"12345678-01\" 형식)를 표준 KIS_ACCOUNT_NO\n+ KIS_ACCOUNT_CODE 분리 형식으로 통일.\n\n같이 정리한 outdated API 호출:\n- KISClient(account_number=..., is_real=True) — 실제 시그니처와 불일치\n  → KISClient(config=KISConfig(account_no=..., account_c\n[…]\nagent.get_stock_price, agent.inquire_daily_itemchartprice)로 교체\n\n영향: docs/guides/getting-started.md, docs/api/websocket-api.md,\nexamples/websocket_multi_subscribe.py, examples/export_trading_history.py",
          "is_bot": false,
          "headline": "docs,examples: standardize KIS_ACCOUNT_NUMBER → KIS_ACCOUNT_NO + KIS_…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-03T12:33:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7883c9fa4b0399f1155218a6ac30aba6da6a9eaa",
          "body": "MkDocs Material 사이트의 검색·SNS 노출 최적화.\n\n- docs/index.md: frontmatter (title/description/keywords) + H1·리드 카피\n  검색결과 친화적으로 재작성\n- mkdocs.yml: site_description 확장, edit_uri, copyright, custom_dir\n  추가. plugins에 tags 추가, search 다국어(ko/en) 지원\n- overrides/main.html: extrahead 블록으로 canonical/OG/Twitter Card/\n  JSON-LD/추가 keywords meta 주입. page.meta 우선, 없으면 config 기본값\n- docs/assets/og-image.png: OG 이미지\n- docs/robots.txt: crawl 허용 + sitemap 위치 명시",
          "is_bot": false,
          "headline": "docs(seo): add OG/Twitter card meta, robots.txt, custom overrides",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-06-03T12:30:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5390c23a89994036108f0a04e3cec9657dd95bc6",
          "body": "refactor: unify KIS_* env vars and centralize URL constants (v1.7.0)",
          "is_bot": false,
          "headline": "Merge pull request #33 from unohee/refactor/env-consistency-v1.7.0",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-06-03T12:13:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd5e03305392b5d93fa511f20af81476e3368a48",
          "body": "환경변수 이름과 URL/엔드포인트 상수 일관성을 정리하고, 보안 표면을 축소.\n\n핵심 변경:\n- 환경변수를 KIS_* prefix로 통일. Legacy 별칭(MY_APP, MY_SEC, KIS_SECRET,\n  MY_ACCT_STOCK, MY_PROD, PROD_URL, VPS_URL, MY_AGENT) 즉시 제거\n- kis_agent/core/constants.py 신설: REAL/MOCK BASE_URL, WS URL,\n  AccountProductCode enum, KIS_USER_AGENT_DEFAULT 단일 진실 출처\n- \n[…]\n디렉토리\n  검색 제거(의도치 않은 환경 오염 방지)\n- KISConfig 도크스트링 정정(이전엔 \".env 지원 제거됨\"이라고 표기되어\n  실제 동작과 모순)\n\nBREAKING CHANGE: 환경변수 별칭(MY_*, PROD_URL, VPS_URL, KIS_SECRET,\nMY_AGENT)이 더 이상 인식되지 않습니다. 마이그레이션 표는 README 참조.",
          "is_bot": false,
          "headline": "refactor: unify KIS_* env vars and centralize URL constants (v1.7.0)",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-05-11T12:49:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "83d859ba8b250bbaf73cd934285696339ab08526",
          "body": null,
          "is_bot": false,
          "headline": "docs(architecture): clarify master auto-download on Agent init",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-10T14:17:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bfa9e7632f60f676f20865d4b50646c0c4b52fd",
          "body": "- stock_master.py: KOSPI/KOSDAQ auto-download, daily cache refresh,\n  memory→file→download fallback chain, search/resolve_code\n- futures_master.py: index/commodity futures auto-download, 17\n  product types, month-type classification\n- CLI integration: resolve_code for name→code auto conversion",
          "is_bot": false,
          "headline": "docs(architecture): add master file auto-download & caching guide",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-10T14:15:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe16063343fbe56b4cb06fbdab10822f26b48a46",
          "body": "- installation.md: is_real → base_url for mock/real switching\n- quickstart.md: fix order_rvsecncl to use account_api\n- websocket.md: fix websocket() params (stock_codes, enable_*)\n- stock.md: fix get_stock_investor to use stock_api namespace",
          "is_bot": false,
          "headline": "fix(docs): correct API signatures to match actual code",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-10T14:12:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd32c762ba09f79e0fa5e0ea0cdaf2e9f814e415",
          "body": "- CLI: complete order/search subcommands, all options, order types\n- Stock API: 62+ methods with code examples (price, chart, index,\n  market info, rankings, investor flow, program trading)\n- Overseas API: 41 methods (price, account, orders, rankings for 9\n  exchanges), reserve orders, foreign margi\n[…]\nodule structure, Facade pattern, caching, rate\n  limiter config, TypedDict response models, stock master utils\n- Examples: categorized guide to 32 example files\n- Updated mkdocs.yml nav with new pages",
          "is_bot": false,
          "headline": "docs: comprehensive documentation overhaul for MkDocs site",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-10T14:08:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "07c7cce319fab9ddc797133c88653ec01b3781ee",
          "body": "- mkdocs.yml with Material theme, Korean search, dark mode\n- Documentation pages: installation, quickstart, CLI, API reference\n  (stock, overseas, futures, account, websocket), LLM agent guide,\n  performance guide, changelog\n- GitHub Actions workflow for auto-deploy to gh-pages\n- Add docs optional dependency (mkdocs-material) to pyproject.toml\n- Update Documentation URL to GitHub Pages",
          "is_bot": false,
          "headline": "docs: add MkDocs Material documentation site",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-10T13:51:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52cb530d59687d37d0fe72e97a1998ff69888c30",
          "body": "- auth.py: KIS_APP_SECRET 폴백에 KIS_SECRET 추가 (.env 키명 호환)\n- client.py: get_ws_approval_key()의 secretkey도 동일하게 KIS_SECRET 폴백 추가\n- client.py: make_request를 requests → httpx로 교체\n  (openapi.koreainvestment.com:9443과 TLS 협상 시 urllib3 hang 문제 해결)",
          "is_bot": false,
          "headline": "fix(core): KIS_SECRET 환경변수 인식 및 requests → httpx 교체",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-08T15:11:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "926de2ac1a57aa82807a61c617b60195a5761150",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 1.6.1 for PyPI release",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-06T15:56:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6632c9b1305e348805457e130681106082594b20",
          "body": "…futures_master for auto code resolution",
          "is_bot": false,
          "headline": "feat(futures): add market param (CM/EU) for night session REST + use …",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-06T15:55:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15a14590486220718d017c0d6e98c8d7abdc55fd",
          "body": "…ose_code)",
          "is_bot": false,
          "headline": "fix(test): update ws_agent tests for websockets v16 compatibility (cl…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-06T15:31:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70f54157045bbd6ce4300aec46161244559e24b9",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 1.6.0 for PyPI release",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-06T15:06:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b23a5aa4b191bddae54863c4fcf47ccdecdae6cc",
          "body": "… accidental exposure",
          "is_bot": false,
          "headline": "chore(gitignore): add master file cache and token patterns to prevent…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-06T14:58:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "620e1244edaddc9a684ccdff58414b7d2f8bb0d3",
          "body": "feat(ws,master): add KRX night futures/options realtime WS and futures master utility",
          "is_bot": false,
          "headline": "Merge pull request #31 from unohee/feature/night-futures-ws-and-master",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-04-06T14:35:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50a72fe65b2c68dc8978f30006cd4e107fd0f8d6",
          "body": "…s master utility\n\nAdd 4 night session SubscriptionTypes: NIGHT_FUTURES_TRADE (H0MFCNT0), NIGHT_FUTURES_ASK_BID (H0MFASP0), NIGHT_OPTION_TRADE (H0EUCNT0), NIGHT_OPTION_ASK_BID (H0EUASP0). Add field definitions/parsers, fix EOD blocking for night session, fix websockets v16 compat, add futures_master.py with auto-preload on Agent init.",
          "is_bot": false,
          "headline": "feat(ws,master): add KRX night futures/options realtime WS and future…",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-06T14:35:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18c0057d7a4e3c6e34dbb7c48d308b43b336f1d0",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 1.5.1 for PyPI release",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-03T10:32:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9dfa7b3846f4f484ce708fb202b0865cc23dfe54",
          "body": "…orders\n\n- Add cli_bridge.py: JSON subprocess bridge for Node.js-Python communication\n- Add message_schema.py: request/response schema with validation\n- Add night futures methods (inquire_ngt_balance, inquire_ngt_ccnl)\n- Add pending order field mapping for CLI\n- Add TypeScript bridge prototype (src/python-bridge.ts)\n- Bump version 1.4.1 → 1.5.0\n- Tests: 122 new tests for bridge, schema, futures night, orders",
          "is_bot": false,
          "headline": "feat(v1.5.0): add CLI bridge, message schema, night futures, pending …",
          "author_name": "Heewon Oh",
          "author_login": null,
          "committed_at": "2026-04-03T10:23:06Z",
          "body_truncated": false,
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        },
        {
          "oid": "a25dc7a6757d59dbe7a53727314b8b191056f46a",
          "body": "- feat(cli,mcp): stock name display and search by name/code\n- fix(websocket): infinite reconnection loop — backoff, max retries, fatal error handling\n- perf(core): token cache-first init, CLI log cleanup, API response TTL\n- feat(cli): trades subcommand with P&L and date filtering\n- feat(cli): overseas futures support\n- chore: night futures delegation, pending order field map, schema/ws cleanup",
          "is_bot": false,
          "headline": "merge: feature/stock-name-search-and-ws-fixes into main",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-04-02T14:59:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0619b76deb53d81417f851f140d30d6f360c66a8",
          "body": "…r field map, schema updates, ws __init__ cleanup",
          "is_bot": false,
          "headline": "chore: apply pending changes — night futures delegation, pending orde…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-04-02T14:59:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f04a5305c31ae1b07292715c3fef8559d3ffcd20",
          "body": "- Add KRX master file download/caching utility (stock_master.py) for KOSPI+KOSDAQ full stock list (4,324 stocks)\n- Add kis search CLI subcommand for code/name search\n- Enable name input for kis price and kis orderbook commands (e.g., kis price 삼성전자 resolves to 005930)\n- Inject stock name (_stock_nam\n[…]\n dual ping, pending subscription leak, continue bypassing finally, exit reason tracking, fatal error pattern false positives, subscribe_all race condition\n- Remove unused variables (ruff F841 cleanup)",
          "is_bot": false,
          "headline": "feat(cli,mcp): add stock name display and search by name/code",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-04-01T12:42:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "948155c790aa388c48d0a533a97327afaa211f8e",
          "body": "…atal error handling\n\n- Add max_reconnect_attempts (default 10) to cap reconnection attempts\n- Replace fixed 5s delay with exponential backoff (5s→10s→20s→40s→60s cap)\n- Detect fatal errors (401/403/auth) and stop reconnection after token refresh failure\n- Align ping_check_interval with ping_interva\n[…]\n1s to 0.5s for KIS server rate limit compliance\n- Move ConnectionManager to deprecated section in __init__.py (unused by WSAgent)\n- Add TestWSAgentReconnectConfig tests for new reconnection parameters",
          "is_bot": false,
          "headline": "fix(websocket): prevent infinite reconnection loop, add backoff and f…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-27T09:37:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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          "oid": "372cac286b568428f45987c7dd5f246d889b91d6",
          "body": "- client.py: read_token() 먼저 확인하여 캐시 히트 시 네트워크 호출 생략\n- CLI 로깅 레벨 WARNING으로 설정 (Rate Limiter/토큰 로그 억제)\n- profit_api.py: client.make_request → _make_request_dict로 변경하여 APICache 활용\n- cache.py: inquire-daily-ccld(5분), period-trade-profit(10분), period-profit(10분) TTL 추가\n- pyproject.toml: websockets, aiohttp, openpyxl을 기본 dependencies로 승격",
          "is_bot": false,
          "headline": "perf(core): token cache-first init, CLI log cleanup, API response TTL",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-25T08:40:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "d535f7167d084fc2615104a44481fa034ff47462",
          "body": "kis trades                        — 당일 체결내역\nkis trades --from 7d --pretty     — 최근 7일 (사람 읽기용)\nkis trades --from 30d --sell      — 매도 필터\nkis trades --from 3m --profit     — 기간별 실현손익\nkis trades --profit --daily-profit — 일별 손익 합산\n\n- 상대날짜 (7d, 30d, 3m, 1y) 및 절대날짜 지원\n- 한투 API 필드 → LLM-friendly 영문 매핑 (TRADE_EXECUTION 등 4개 맵)\n- 금액 천단위 콤마, 날짜/시각 포맷팅\n- GraphQL SDL 스키마에 TradeExecution, PeriodProfit 등 4개 타입 추가\n- 42개 유닛 테스트 (파서, 포맷터, 필드매핑, cmd_trades Mock)",
          "is_bot": false,
          "headline": "feat(cli): add trades subcommand — trade history, P&L, date filtering",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-25T08:39:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5918ff7dfdd6999bdf3c2079490195198431f1d8",
          "body": "Extend `kis futures` command with --overseas and --option flags for\noverseas futures/options (CME, NYMEX, COMEX, EUREX, ICE).\n\n- kis futures CLM26 --overseas: WTI crude oil\n- kis futures ESM26 --overseas: E-mini S&P500\n- kis futures GCM26 --overseas: Gold (COMEX)\n- kis futures --overseas --orderbook\n[…]\n- kis query overseas_futures: direct API access via query command\n- field_map: OVERSEAS_FUTURES_PRICE, OVERSEAS_OPTION_PRICE mappings\n- schema: OverseasFutures type with exchange codes and month codes",
          "is_bot": false,
          "headline": "feat(cli): add overseas futures support — kis futures CLM26 --overseas",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-21T09:42:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c29864cbd0edb895750505e9b091a7c9587ebe3e",
          "body": "CLI is the primary user-facing feature — show it first,\nbefore installation details and Python API reference.",
          "is_bot": false,
          "headline": "docs: move CLI section to top of README",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-21T06:28:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22ee7ee2d48fadeda8b5667bb52b727e40f819bc",
          "body": "Replace simple weekend check with KIS API holiday lookup.\nNow detects Korean public holidays (Chuseok, Lunar New Year, etc.)\nand temporary holidays, not just weekends.\n\n- Agent creation triggers one-time is_holiday check (cached for session)\n- Searches up to 10 days back for last business day\n- Falls back to weekend-only check if API call fails\n- _notice field shows the exact business day data is based on",
          "is_bot": false,
          "headline": "feat(cli): use KIS API is_holiday for business day detection",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-21T06:18:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b4e63570ec1907a457b0d882376e6db000be689",
          "body": "When kis CLI is called during weekends or off-market hours,\na _notice field is added to JSON output indicating the data\nis based on the last business day or previous close.\n\n- Saturday → fallback to Friday\n- Sunday → fallback to Friday\n- Before 09:00 → \"장 시작 전\" notice\n- After 16:00 → \"장 마감 후\" notice",
          "is_bot": false,
          "headline": "feat(cli): add weekend/off-hours fallback notice to CLI output",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-21T06:07:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ffe9f7bb1315a5e70e91dbb5cba0cb95aba59e8",
          "body": "# Conflicts:\n#\t.gitignore\n#\tREADME.md",
          "is_bot": false,
          "headline": "Merge branch 'main' of https://github.com/unohee/kis-agent",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-21T06:06:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6da5faaee5b01e91febfd3574cbfe9a0a06a7fba",
          "body": "feat(cli): add Python CLI for PyPI — kis command via pip install",
          "is_bot": false,
          "headline": "Merge pull request #29 from Intrect-io/feature/cli-pypi",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-21T06:05:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "bebb76b6806cf3dee999352790606ce2b60dca37",
          "body": "…erences\n\n- Move CLI section above Python API (primary user-facing feature)\n- Add CLI to key features list\n- Fix stale references: pykis → kis_agent, unohee/pykis → Intrect-io/kis-agent\n- Remove redundant \"PyPI 공개\" banner, streamline install section\n- Consolidate API reference into compact format\n- Add .env setup to prerequisites section",
          "is_bot": false,
          "headline": "docs: overhaul README for public release — restructure, fix stale ref…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-21T06:03:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17b0b156127d71e3bc825974cb1a7c682c5d3ebe",
          "body": "…den .gitignore\n\n- Remove EXCEPTION_SWALLOWING_AUDIT.md from tracking (one-off audit report)\n- Remove MANIFEST.in from tracking (replaced by pyproject.toml)\n- Harden .gitignore: add .ruff_cache, test_results.log, *.whl, *.db,\n  Thumbs.db, package-lock.json, EXCEPTION_SWALLOWING_AUDIT.md\n- Clean __pycache__, dist/, htmlcov/, egg-info/ (moved to trash/)",
          "is_bot": false,
          "headline": "chore: clean codebase for public repo — remove tracked artifacts, har…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-21T05:57:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "090e9f6c0b943d97c1c0c7b904f7c002671de189",
          "body": "… `kis` command (STO-1077)\n\nAdd pure Python CLI as PyPI entrypoint, replacing the TypeScript GraphQL CLI.\nUsers can now run `kis price 005930`, `kis balance`, `kis overseas NAS AAPL`\netc. directly after `pip install kis-agent` — no Node.js required.\n\n- kis_agent/cli/main.py: argparse-based CLI with \n[…]\n kis entrypoint, bump to v1.5.0\n- Remove obsolete TS CLI references from .gitignore\n- Update README.md and CHANGELOG.md for Python CLI\n\nRefs: STO-1077, STO-1080, STO-1081, STO-1082, STO-1083, STO-1084",
          "is_bot": false,
          "headline": "feat(cli): add Python CLI for PyPI — `pip install kis-agent` installs…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-20T13:24:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9266963d98cda18a92975f2f92ef85c4ccd8c8de",
          "body": "…ogging (STO-770-1)\n\n- FileNotFoundError: dedicated handling for missing token files with warning log\n- JSONDecodeError: specific handling for malformed JSON with error log\n- Exception: catch-all with exc_info=True for debugging\n- Improves error observability and prevents silent failures\n\nRefs: STO-770-1",
          "is_bot": false,
          "headline": "fix(auth): improve exception handling with specific error types and l…",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-11T13:55:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d3fc1de51da147bdb045739435a4a2a803eb803",
          "body": "Applied code quality improvements:\n- Fixed package import paths: pykis -> kis_agent (30+ test files)\n- Applied isort import sorting\n- Added worktree to gitignore\n\nTest Results:\n- 1322/1349 tests passing (65% coverage)\n- 7 God Objects identified (20+ methods each)\n- 10 Bloated Functions identified (100+ lines each)\n- 49 Exception swallowing patterns detected\n\nReports generated in STO-770 branch tracking:\n- CI_CD_MAINTENANCE_REPORT.md\n- SUBTASK_PLAN.md (10 sub-issues)",
          "is_bot": false,
          "headline": "chore(cicd): apply ruff fixes and import path updates (STO-770)",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-11T12:59:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35fcb7e4c9ea7a8a1aba35786c6101199f1608d7",
          "body": "Add invalid symbol and date range tests for comprehensive coverage:\n- test_get_price_invalid_symbol_returns_error\n- test_get_price_empty_symbol\n- test_get_daily_price_date_range\n- test_get_daily_price_monthly\n- test_get_daily_price_adjusted",
          "is_bot": false,
          "headline": "test(overseas): add missing OverseasPriceAPI test cases (INT-1218)",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-07T13:03:52Z",
          "body_truncated": false,
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          "oid": "46ea64d79585a1fbdb14b79f7e61328f5bb9eabd",
          "body": "- AST 기반 예외 삼킴 패턴 탐지 완료\n- 총 49개 패턴 발견 (Critical 3, High 1, Medium 37, Low 8)\n- Bare except, 로깅 없는 예외 처리, silent fail 식별\n- 우선순위별 권장 조치 포함\n- 재실행 가능한 detection script 제공",
          "is_bot": false,
          "headline": "docs: add exception swallowing patterns audit report (INT-706)",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-03-03T05:03:29Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "chore: rename package to kis-agent for PyPI",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-02-09T08:53:59Z",
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          "headline": "chore: rename package to kis-agent for PyPI",
          "author_name": "Heewon Oh",
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          "headline": "chore: remove deprecated and skipped test code",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
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          "headline": "chore: clean up incomplete TODO in example",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
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          "headline": "chore: remove commented-out test code",
          "author_name": "Heewon Oh",
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          "headline": "chore: remove development artifacts and test blocks",
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          "headline": "chore: remove unnecessary comments and debug code",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
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          "body": "PyKIS - 한국투자증권 OpenAPI Python 래퍼\n\n주요 기능:\n- 국내 주식 거래 (KOSPI/KOSDAQ/NXT)\n- 해외 주식 거래 (미국/일본/중국/홍콩/베트남)\n- 국내/해외 선물옵션 거래\n- WebSocket 실시간 데이터\n- 96개 TypedDict 응답 모델\n- Rate Limiting (18 RPS / 900 RPM)\n- 지능형 캐싱 (80-95% 적중률)",
          "is_bot": false,
          "headline": "feat: initial release v1.4.0",
          "author_name": "Heewon Oh",
          "author_login": "unohee",
          "committed_at": "2026-02-09T07:41:35Z",
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "merged_prs": 42,
              "open_issues": 0,
              "closed_issues": 2,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 6
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "42/48 decided PRs merged",
                "points": 33.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 42,
                      "decided": 48
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/12 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 54,
            "inputs": {
              "followers": 26,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "unohee",
              "public_repos": 32,
              "account_age_days": 4550
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "26 followers of unohee",
                "points": 10.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 26,
                      "login": "unohee"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "32 public repos, account ~12 yr old",
                "points": 23.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 32
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "kis-agent"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 106
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 106 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 106
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "6 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".flake8",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "10 out of 10 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "async",
                "cli",
                "llm-agent",
                "openapi",
                "python",
                "stock-trading",
                "websocket",
                "korea-investment-securities",
                "automated-trading",
                "mcp-server",
                "mkdocs",
                "trading-api",
                "kis-openapi"
              ],
              "has_wiki": false,
              "homepage": "https://unohee.github.io/kis-agent/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://unohee.github.io/kis-agent/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "13 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 45,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 31,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "10 out of 10 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/12 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "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",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 1 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": "10 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:kis-agent@1.6.1 runtime dependency closure — what installing the published package pulls in — 24 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:kis-agent@1.6.1",
                  "assessed": 24
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 24,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 24,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 42,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.989,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "86 of 87 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 86,
                      "sampled": 87
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
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                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
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                      "sampled": 87
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                ],
                "max_points": 10
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                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
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                ],
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              },
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                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
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                "points": 0,
                "status": "missed",
                "details": [],
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            "key": "ai_code_legibility",
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                "points": 0,
                "status": "missed",
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                  {
                    "code": "no_typecheck_config_language",
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                      "language": "Python"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
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            },
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                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
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              },
              {
                "key": "mcp_server",
                "name": "MCP server",
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                "status": "met",
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                "max_points": 20
              },
              {
                "key": "runnable_examples",
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                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
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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": [
    "Could not fetch pypi package 'pykis-mcp-server' from its registry",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T22:47:19.851154Z",
  "schema_version": "0.25.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/unohee/kis-agent.svg",
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}

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 v0.25.0 — повна методологія · вікі метрик.

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