fix(hermes): ANTHROPIC_API_KEY 注入 + solver 信心度修法 A + 12-Agent 治理文件
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- nl_gateway.py: ClaudeAgentOptions 透過 env= 注入 ANTHROPIC_API_KEY(CLAUDE_API_KEY alias),
  修復 SDK 找不到 API key 的問題(SDK 讀 ANTHROPIC_API_KEY,K8s secret 名稱是 CLAUDE_API_KEY)
- solver_agent.py: 修法 A — kubectl_command 欄位優先路徑,OpenClaw Nemo 回傳完整指令時
  不再被語意合成壓縮 confidence(0.9 → min(0.5) 的 bug),9 tests pass
- AGENTS.md: Codex CLI 對應版 CLAUDE.md(Codex Session 啟動用)
- docs/12-agent-game-rules.md: 12-Agent 任務判型 + 主責/協作派工 + 9 skills 對照(v1.0)
- .agents/skills/06-awoooi-monorepo-master.md: v1.6,新增 12-agent 協作治理章節

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
Your Name
2026-04-25 02:33:32 +08:00
parent f48e0725e8
commit 7d1c85eb86
8 changed files with 522 additions and 3 deletions

View File

@@ -317,6 +317,26 @@ def _extract_candidates(parsed: dict[str, Any]) -> list[CandidateAction]:
risk_to_blast = {"critical": 60, "high": 40, "medium": 25, "low": 10}
blast = risk_to_blast.get(risk_level.lower(), 30)
# 2026-04-24 ogt + Claude Sonnet 4.6: 修復信心度被語意合成硬壓問題
# 根因OpenClaw NIM 回傳 action_title自然語言+ kubectl_command完整指令
# 舊邏輯action_title 無 kubectl → 語意合成 → min(confidence, 0.5) 壓到 0.5
# 修法 A優先採用 kubectl_command 欄位,保留原始 confidence如 0.9
kubectl_cmd = str(parsed.get("kubectl_command", "")).strip()
if kubectl_cmd and kubectl_cmd.startswith("kubectl"):
logger.debug(
"solver_nemo_kubectl_command_used",
action_title=action_title[:80],
kubectl_command=kubectl_cmd[:80],
confidence=confidence,
)
return [CandidateAction(
action=kubectl_cmd[:200],
blast_radius=blast,
rollback_cost=20,
confidence=confidence,
rationale=f"OpenClaw Nemo: {action_title[:80]}",
)]
if "kubectl" in action_title.lower():
if action_title and confidence > 0:
return [CandidateAction(

View File

@@ -16,6 +16,7 @@ from claude_agent_sdk import query, ClaudeAgentOptions
from claude_agent_sdk.types import ResultMessage
from sqlalchemy import text
from src.core.config import settings
from src.core.redis_client import get_redis
from src.db.base import get_db_context
from src.hermes.agent_loader import get_agent_system_prompt
@@ -225,11 +226,15 @@ async def process_nl_message(
success = False
error_type: str | None = None
try:
sdk_env: dict[str, str] = {}
if settings.CLAUDE_API_KEY:
sdk_env["ANTHROPIC_API_KEY"] = settings.CLAUDE_API_KEY
options = ClaudeAgentOptions(
system_prompt=system_prompt,
max_turns=3,
permission_mode="dontAsk",
max_budget_usd=_HERMES_BUDGET_USD,
env=sdk_env,
)
result_text = ""
async for event in query(prompt=prompt_with_ctx, options=options):