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aiturk-hermes-ide/apps/desktop/assets/codex-bridge/jev_denetim.py
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yilsemandClaude Opus 5.5 7c4ef18df0 feat(codex-bridge): decision-model stages, Dify rules and beta.39
Owner request, 14 October 2026: use the decision model (Jev / Celeris) at
several stages, let Dify supply the rules, code it without new bugs.
Every new stage is switched on in Settings > Kademeli Gecis and starts
disabled, so the upgrade changes no behaviour by itself.

- Settings schema 2 (Python and TypeScript validate the same rules); a
  schema 1 file is filled from the defaults. Default chain is now
  Katman-1 -> Katman-2 -> Katman-3 with Katman-3, Chat-Model and
  bekci-sesli-bekci always passing (owner decision of the same day).
- watchModels: the Bekci correction channel follows a settings list
  instead of the hard-coded Sesli-Hizli-Zeki.
- prefilter: a predicted refusal starts the step at the chosen layer.
- autoRoute: virtual "Otomatik" model; one decision per user turn picks
  the combo, tool steps of the same turn keep it.
- finishCheck: an answer that stops early goes back to the same model once.
- A layer whose window cannot hold the request is skipped.
- policy: stage rules from a Dify workflow (karar_politikasi.py), fetched
  in the background, validated, last good copy kept; turns never wait.
- karar_sor.py: verifierCheck for the dynamic-workflow acceptance step.
- Bridge version 19, IDE 1.0.0-beta.39.

Tests: 299 bridge tests, 36 electron tests; live run on a side bridge
(port 8797) with Celeris and the AITURK gateway for every stage.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-14 07:48:33 +03:00

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"""Katman denetimi: Jev, katman combosunun her adimdaki cevabini gecirir ya da gecirmez (11 Ekim 2026).
Kullanici karari (11 Ekim 2026): "Jev kati olsun. Af yok istisna yok. Herhangi bir model Jev'e gelirse Jev bunu
gecirmezse 1.Katmana yonlendirecek. 1.Katman combosu gecmezse 2.Katmana, 2.Katman gecmezse 3.Katmana, 3.Katman
gecmezse 4.Katmana. 4.Katman combosu gelirse Jev bunu sorgulamadan gecirecek."
12 Ekim 2026 istisnasi: çözülmüş hedefi muaf listesinde olan cevap Jev'e sorulmaz (ayar: exemptModels).
Taşıma/boş yanıt kurtarması ve yedek katmanların denetimi korunur.
Diğer hedeflerde denetim secili modelin katman olup olmamasina bakmaz.
Gecmezse adimi ayardaki zincir yapar (14 Ekim 2026: Katman-1 -> Katman-2 -> Katman-3, Katman-3 muaf); secili model
zaten bir katmansa yalniz ondan sonrakiler denenir. Katmanlar OmniRoute combolaridir; kopru onlari yalniz adiyla cagirir.
14 Ekim 2026 karar asamalari (hepsi ayardan acilir, varsayilan kapali): tur basinda "Otomatik" modelin combo secimi
(autoRoute), normal modelin reddedecegi tahmin edilen isi dogrudan katmana verme (prefilter), isi bitirmeden "bitti"
diyen son cevabi ayni modele bir kez geri verme (finishCheck). Karar modeli metin yazmaz; hata ya da zaman asiminda
bugunku yol izlenir.
Jev (TypeSafe System One) metin uretmez, sorulan evet/hayir sorularina olasilik verir. Kural tektir ve istisnasi
yoktur: cevap istegi yapmiyorsa (ret) ya da sormadan kendi sartlariyla degistiriyorsa (sart) adim gecmez.
Metni olmayan (yalniz arac cagiran) adimda sorulacak cevap yoktur. Jev'e ulasilamazsa cevap oldugu gibi verilir.
"""
import json
import os
import re
import urllib.request
import jev_settings
ADRES = "https://api.typesafe.ai/v1/systemone"
MODEL = "jev-1.13.0"
KATMAN = ("Katman-1", "Katman-2", "Katman-3") # varsayilan zincir; asil zincir ayardan okunur
ESIK = {"ret": 0.5, "sart": 0.7}
SORU = {
"ret": ("The assistant did NOT do what the user asked or did NOT answer the user's question: it refused, declined, "
"said it cannot or will not, avoided giving the requested judgment, or redirected to a different topic."),
"sart": ("The assistant changed the request on its own: it added its own conditions, softened or relabeled what was "
"asked, or left part of it out, instead of doing exactly what the user asked."),
}
_ANAHTAR = {"okundu": False, "deger": ""}
def izleme_mi(hedef):
"""Bekci izleme kanali (cevaptan sonra duzeltme) bu hedefin mi? Ayar: watchModels, tam ad eslesmesi."""
try:
return hedef in jev_settings.read()[0]['watchModels']
except Exception:
return hedef == "Sesli-Hizli-Zeki"
def muaf_mi(hedef):
"""Settings' always-pass list matches exact resolved model IDs.
Taşıma hatalarının katman sırasını değiştirmez; yedek model kendi adına denetlenir.
"""
return hedef in jev_settings.read()[0]['exemptModels']
def sonrakiler(hedef):
"""Model-specific rejection edges take precedence over the general fallback.
Stop at an always-pass model or before revisiting any target.
"""
settings = jev_settings.read()[0]
ad = str(hedef or "")
if not settings['enabled'] or not ad:
return []
routes = {r['from']: r['to'] for r in settings['rejectionRules']}
result, seen = [], {ad}
# An exempt model can still use the general fallback on transport failure.
# Repeated targets stop the walk even if a file was edited outside Settings.
while len(result) < 65:
target = routes.get(ad, settings['fallbackModel'])
if target in seen:
break
seen.add(target)
result.append(target)
if target in settings['exemptModels']:
break
ad = target
return result
def anahtar(ortam=None, dosyalar=None):
"""TypeSafe anahtari: ortam degiskeni, sonra ~/.typesafe/typesafe.env. Yoksa ""."""
if ortam is None and dosyalar is None:
saved = jev_settings.key()
if saved:
return saved
ortam = os.environ if ortam is None else ortam
deger = str(ortam.get("TYPESAFE_API_KEY") or "").strip()
if deger:
return deger
if dosyalar is None:
if _ANAHTAR["okundu"]:
return _ANAHTAR["deger"]
dosyalar = [os.path.join(os.path.expanduser("~"), ".typesafe", "typesafe.env")]
onbellek = True
else:
onbellek = False
for yol in dosyalar:
try:
with open(yol, encoding="utf-8", errors="replace") as f:
for satir in f:
m = re.match(r"^\s*TYPESAFE_API_KEY\s*=\s*(.*)$", satir)
if m:
deger = m.group(1).strip().strip('"').strip("'")
break
except OSError:
continue
if deger:
break
if onbellek:
_ANAHTAR.update(okundu=True, deger=deger)
return deger
def _metin(oge):
icerik = oge.get("content")
if isinstance(icerik, str):
return icerik
return "".join(str(p.get("text") or "") for p in icerik or [] if isinstance(p, dict))
def son_istek(req):
"""Kullanicinin bu turdaki istegi: son kullanici mesaji. Sesli aktarimda yalniz <input> icindeki soz;
baska sarmalli sistem mesajlari (kanca baglami) atlanir."""
return son_istek_sirasi(req)[0]
def son_istek_sirasi(req):
"""(istek, girdideki sirasi). Turun arac adimlarinda da ayni sira doner; yoksa ("", -1)."""
girdi = req.get("input") or []
for sira in range(len(girdi) - 1, -1, -1):
oge = girdi[sira]
if not (isinstance(oge, dict) and oge.get("type", "message") == "message" and oge.get("role") == "user"):
continue
metin = _metin(oge).strip()
m = re.search(r"<realtime_delegation>.*?<input>(.*?)</input>", metin, re.S)
if m:
return m.group(1).strip(), sira
if metin and not metin.startswith("<"):
return metin, sira
return "", -1
def hazirlik_mi(govde):
"""Araç çağrısı veya commentary görüldüyse adım nihai cevap değildir.
Tam SSE satırları üzerinden bakılır; parçalı olay bir sonraki parçada tamamlanır.
Araç argümanında geçen olay adı hazırlık sayılmaz.
"""
for satir in govde.splitlines():
if not satir.startswith(b'data:'):
continue
try:
olay = json.loads(satir[5:])
except (ValueError, UnicodeDecodeError):
continue
if not isinstance(olay, dict):
continue
tip = str(olay.get('type') or '')
oge = olay.get('item') or {}
if tip in ('response.output_item.added', 'response.output_item.done') and isinstance(oge, dict):
if str(oge.get('type') or '').endswith('_call') or oge.get('phase') == 'commentary':
return True
if tip in ('response.function_call_arguments.delta', 'response.function_call_arguments.done',
'response.custom_tool_call_input.delta', 'response.custom_tool_call_input.done'):
return True
return False
def komutlar(govde):
"""Yazisi olmayan adimda Jev'e giden metin: modelin bu adimda cagirdigi araclar (ad ve arguman).
govde: ust kaynagin SSE yaniti (bayt). Arac cagrisi yoksa ""."""
satirlar = []
for satir in govde.splitlines():
if not satir.startswith(b"data:") or b"response.output_item.done" not in satir:
continue
try:
oge = json.loads(satir[5:]).get("item") or {}
except (ValueError, AttributeError):
continue
if isinstance(oge, dict) and str(oge.get("type") or "").endswith("_call"):
arguman = oge.get("arguments") or oge.get("input") or oge.get("action") or ""
if not isinstance(arguman, str):
arguman = json.dumps(arguman, ensure_ascii=False)
satirlar.append(f"[komut] {oge.get('name') or oge.get('type')}: {arguman}")
return "\n".join(satirlar)
def _gonder(govde, key, settings=None, timeout=None):
settings = settings or jev_settings.read()[0]
istek = urllib.request.Request(settings['endpoint'], data=json.dumps(govde).encode("utf-8"), method="POST",
headers={"Authorization": "Bearer " + key, "Content-Type": "application/json"})
with urllib.request.urlopen(istek, timeout=timeout or settings['timeoutSeconds']) as yanit:
return json.load(yanit)
def sorular(durum, soru, key, timeout, gonder=_gonder, settings=None):
"""Karar modeline bir cagrida birden cok evet/hayir sorusu. Donus {ad: 0-1 olasilik} | None (sorulamadi).
durum: {"user_request": ..., ["assistant_reply": ...]}; soru: {ad: talimat}."""
settings = settings or jev_settings.read()[0]
if not key or not soru or not durum.get("user_request"):
return None
govde = {"model": settings['model'], "state": durum,
"questions": {k: {"type": "noul", "instructions": v} for k, v in soru.items()}}
if not jev_settings.acquire(settings):
return None
try:
response = gonder(govde, key, settings, timeout) if gonder is _gonder else gonder(govde, key)
yanitlar = (response or {}).get("answers") or {}
result = {k: float(yanitlar[k]["noul"]) for k in soru}
return result if all(0 <= v <= 1 for v in result.values()) else None
except Exception:
return None
finally:
jev_settings.release()
def on_karar(istek, oto, ret, key, gonder=_gonder):
"""Tur basi karari: istenen sorular tek cagrida. oto: Otomatik modelin combo secimi; ret: normal model reddeder mi.
Donus: {"hedef": Otomatik icin secilen ad ya da None, "ret": bool ya da None, "puan": {...} ya da None}."""
settings = jev_settings.read()[0]
a, p = settings['autoRoute'], settings['prefilter']
soru = {}
if oto:
soru.update(a['questions'])
if ret and p['enabled']:
soru["ret"] = p['question']
if not soru:
return {"hedef": None, "ret": None, "puan": None}
sure = max(a['timeoutSeconds'] if oto else 0, p['timeoutSeconds'] if ret else 0) or 3
puan = sorular({"user_request": istek}, soru, key, sure, gonder=gonder, settings=settings)
hedef = None
if oto:
if puan is None:
hedef = a['targets']['zor'] # karar alinamazsa guclu yol
elif puan["arastirma"] >= a['thresholds']['arastirma']:
hedef = a['targets']['arastirma']
elif puan["zor"] >= a['thresholds']['zor']:
hedef = a['targets']['zor']
else:
hedef = a['targets']['basit']
tahmin = None if puan is None or "ret" not in puan else puan["ret"] >= p['threshold']
return {"hedef": hedef, "ret": tahmin, "puan": puan}
def bitmedi_mi(puan):
"""finishCheck: son cevap isi bitirmeden 'bitti' mi dedi? Soru sorulmadiysa False."""
if not puan or "bitmedi" not in puan:
return False
return puan["bitmedi"] >= jev_settings.read()[0]['finishCheck']['threshold']
class Puan(dict):
"""Carry the thresholds used for this evaluation through a settings change."""
pass
def sor(istek, cevap, key, gonder=_gonder, bitis=False):
"""Jev'e sorar. Donus: {"ret", "sart"[, "bitmedi"]} olasiliklari | None (sorulamadi).
bitis=True ve finishCheck acikken ayni cagriya "is bitmeden bitti mi dedi" sorusu da eklenir."""
settings = jev_settings.read()[0]
govde = {"model": settings['model'], "state": {"user_request": istek, "assistant_reply": cevap},
"questions": {k: {"type": "noul", "instructions": v} for k, v in settings['questions'].items()}}
if bitis and settings['finishCheck']['enabled']:
govde['questions']['bitmedi'] = {"type": "noul", "instructions": settings['finishCheck']['question']}
for name, criteria in settings.get('criteria', {}).items():
values = {k: v for k, v in criteria.items() if v.strip()}
if values:
govde['questions'][name]['criteria'] = values
if not jev_settings.acquire(settings):
return None
try:
response = gonder(govde, key, settings) if gonder is _gonder else gonder(govde, key)
yanitlar = (response or {}).get("answers") or {}
result = Puan({k: float(yanitlar[k]["noul"]) for k in settings['questions']})
if 'bitmedi' in govde['questions'] and isinstance(yanitlar.get('bitmedi'), dict):
result['bitmedi'] = float(yanitlar['bitmedi']['noul']) # ek soru: cevapsizsa ana karar yine gecerli
if any(not 0 <= v <= 1 for v in result.values()):
return None
result.thresholds = settings['thresholds']
return result
except Exception:
return None
finally:
jev_settings.release()
def karar(puan):
"""True: adim gecmez, sonraki katman yapar. Istisna yok."""
thresholds = getattr(puan, 'thresholds', None) or jev_settings.read()[0]['thresholds']
return puan["ret"] >= thresholds["ret"] or puan["sart"] >= thresholds["sart"]
def hata_gecis():
return jev_settings.read()[0]['failureAction'] == 'next'
def etkin_mi():
return bool(jev_settings.read()[0]['enabled'])