unohee/kis-agent tiene un índice de salud de 61 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (86/100) y la más baja, Community & Adoption (31/100). Se actualizó por última vez hace 2 días. Una sola persona concentra la mayor parte del trabajo reciente.
61
global / 100
Moderado
Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.
61
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
26 seguidores32 repositorios públicosdesde feb 2014Intrect
Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.
Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25
Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40
Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
source
osv
advisories
0
affected_packages
0
assessed_packages
24
unassessed_packages
0
affected_by_severity
none
direct_affected_packages
0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:kis-agent@1.6.1 —lo que arrastra la instalación del paquete publicado—: 24 paquetes. No se analiza la alcanzabilidad.
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
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
Más detalle
Historial de estrellas y forks 49 ★ / 12 ⇿
49Estrellas
12Forks
3Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Mayor 0Menor 2Parche 1
OpenSSF Scorecard 3.1 / 10
3.1agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-21 22:47 UTC
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Avisos de dependencias 0
Instalar pypi:kis-agent@1.6.1 arrastra 24 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.
Ningún aviso conocido afecta a las dependencias evaluadas.
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
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"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.",
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"headline": "Merge pull request #45 from unohee/unoheeofficial/sto-1579-paper-trad…",
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"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.",
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"headline": "docs(paper): re-verify TR mapping against open-trading-api 885dd4e",
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"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.",
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"headline": "Merge pull request #43 from unohee/swarm/STO-1450-chore-audit-codebas…",
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"is_bot": false,
"headline": "Merge pull request #42 from unohee/unoheeofficial/sto-1411-python-bri…",
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"author_login": "unohee",
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"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",
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"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",
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"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",
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"committed_at": "2026-06-13T14:07:32Z",
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"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,
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{
"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,
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"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",
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"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,
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"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,
"is_coding_agent": false
},
{
"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",
"body_truncated": false,
"is_coding_agent": false
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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
},
{
"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,
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{
"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,
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"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,
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{
"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,
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{
"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,
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{
"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,
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},
{
"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,
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"is_bot": false,
"headline": "fix(test): update ws_agent tests for websockets v16 compatibility (cl…",
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"headline": "chore: bump version to 1.6.0 for PyPI release",
"author_name": "Heewon Oh",
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"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,
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{
"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,
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"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",
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"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,
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{
"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,
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{
"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,
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{
"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,
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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,
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{
"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,
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},
{
"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,
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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,
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{
"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
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{
"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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{
"oid": "7c3c851407f5e5f83b34b510b007ea12b168f47c",
"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",
"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": "2026-02-09T08:29:39Z",
"body_truncated": false,
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{
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"body": null,
"is_bot": false,
"headline": "chore: remove deprecated and skipped test code",
"author_name": "Heewon Oh",
"author_login": "unohee",
"committed_at": "2026-02-09T08:04:48Z",
"body_truncated": false,
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{
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"body": null,
"is_bot": false,
"headline": "chore: clean up incomplete TODO in example",
"author_name": "Heewon Oh",
"author_login": "unohee",
"committed_at": "2026-02-09T07:58:07Z",
"body_truncated": false,
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},
{
"oid": "45658e3e371ae888359a172cbd0a2c004cbe5e65",
"body": null,
"is_bot": false,
"headline": "chore: remove commented-out test code",
"author_name": "Heewon Oh",
"author_login": "unohee",
"committed_at": "2026-02-09T07:57:36Z",
"body_truncated": false,
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"body": null,
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"headline": "chore: remove development artifacts and test blocks",
"author_name": "Heewon Oh",
"author_login": "unohee",
"committed_at": "2026-02-09T07:55:44Z",
"body_truncated": false,
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{
"oid": "a5e0c1e47d48dfda20f6e16fa50d7de0f7ad75e0",
"body": null,
"is_bot": false,
"headline": "chore: remove unnecessary comments and debug code",
"author_name": "Heewon Oh",
"author_login": "unohee",
"committed_at": "2026-02-09T07:51:15Z",
"body_truncated": false,
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},
{
"oid": "3a4afb1e4cc7a2ac803b5799612dfd1c134bfca0",
"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",
"body_truncated": false,
"is_coding_agent": false
}
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"releases_count": 4,
"commits_last_year": 87,
"latest_release_at": "2026-07-17T03:27:09Z",
"latest_release_tag": "v1.8.0",
"releases_from_tags": false,
"days_since_last_push": 2,
"active_weeks_last_year": 12,
"days_since_latest_release": 4,
"mean_days_between_releases": 72.3
},
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{
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"exists": true,
"license": "MIT",
"keywords": [
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"korean-investment",
"stock",
"trading",
"api",
"finance",
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"securities",
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
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"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
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}
],
"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": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 54,
"inputs": {
"followers": 26,
"owner_type": "User",
"is_verified": null,
"owner_login": "unohee",
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"account_age_days": 4550
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"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"
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}
],
"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
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"kis-agent"
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"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
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".flake8",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
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],
"max_points": 16
},
{
"key": "pre_commit_hooks",
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"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": [
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"cli",
"llm-agent",
"openapi",
"python",
"stock-trading",
"websocket",
"korea-investment-securities",
"automated-trading",
"mcp-server",
"mkdocs",
"trading-api",
"kis-openapi"
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"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",
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"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": [
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"signed_releases"
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}
},
{
"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": [
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}
},
{
"code": "weights_renormalized",
"params": {}
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{
"code": "advisories_scope_published",
"params": {
"package": "pypi:kis-agent@1.6.1",
"assessed": 24
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
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"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": [
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"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": [
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"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": [
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"code": "no_malicious_dependencies",
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}
],
"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": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
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"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": [
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"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",
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"name": "AI Readiness",
"value": 42,
"weight": 0,
"metrics": [
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"key": "ai_agent_context",
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"name": "Agent context & guidance",
"note": null,
"notes": [],
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"inputs": {
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"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": [
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"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",
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"points": 40,
"status": "met",
"details": [
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"code": "legible_history",
"params": {
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}
],
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]
},
{
"key": "ai_verify_loop",
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"note": null,
"notes": [],
"value": 33,
"inputs": {
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"lockfiles": [],
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"toolchain_manifests": [],
"dependency_bot_commit_share": 0
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"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
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"points": 22,
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},
{
"key": "lint_format_config",
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"status": "met",
"details": [
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}
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"max_points": 11
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{
"key": "static_type_checking",
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"points": 0,
"status": "missed",
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},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
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"points": 0,
"status": "missed",
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{
"key": "demonstrated_agent_practice",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_authored_commits",
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}
],
"max_points": 10
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{
"key": "automated_maintenance",
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"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
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"code": "no_dependency_automation",
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}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
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]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
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"inputs": {
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"largest_source_bytes": 66855,
"source_files_sampled": 281,
"oversized_source_files": 1
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"components": [
{
"key": "type_checkable_code",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_typecheck_config_language",
"params": {
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/281 source files over 60KB",
"points": 54.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
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"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
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}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch pypi package '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",
"full_name": "unohee/kis-agent",
"license_state": "absent",
"license_spdx": null
}
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Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.25.0 — metodología completa · wiki de métricas.
