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CHAPPiE testing strategy. Use when writing or running tests, CI/CD, or validating changes before push.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
CHAPPiE's brain, memory, and life simulation architecture. Use when modifying core pipelines, brain agents, steering, or global workspace.
Backend development for CHAPPiE. Use when working on FastAPI APIs, vLLM brain, Cerebras integration, training daemon, or backend_wrapper.py.
CHAPPiE's configuration system. Use when adding new settings, modifying config.py, updating schemas, or working with CHAPPIE_CONFIG.json.
CHAPPiE's React frontend. Use when modifying UI pages, components, Tailwind styling, or the chat streaming experience.
CHAPPiE's prompt engineering. Use when modifying system prompts, emotion templates, generation budget instructions, or Cerebras formatting prompts.
Führt ein vollständiges CHAPPiE-Update durch: git pull, Dienste neustarten, Tests, Health-Check, Reparatur bei Bedarf.
SOC 직업 분류 기준
| name | chappie-testing |
| description | CHAPPiE testing strategy. Use when writing or running tests, CI/CD, or validating changes before push. |
| Type | Location | Cost | Examples |
|---|---|---|---|
| py_compile | inline | zero | python3 -m py_compile <file> |
| Quick tests | tests/test_quick.py | zero (no API) | imports, agents, forgetting curve |
| Unit tests | tests/test_*.py | zero | logic, parsing, formatting |
| API contract | tests/test_api_contract.py | zero (mocked) | endpoint validation |
| Frontend build | cd frontend && npm run build | npm only | TypeScript + Vite |
| Live tests | tests/test_brain_agents.py | needs model | use sparingly |
# Syntax check
python3 -m py_compile api/main.py api/routers/*.py web_infrastructure/backend_wrapper.py brain/vllm_brain.py config/config.py config/prompts.py
# Quick test suite
python3 tests/test_quick.py
# Specific tests
python3 tests/test_repetition_penalty.py # 8 tests: penalty, loop detector, steering merge
python3 tests/test_reasoning_layering.py # response parser
python3 tests/test_forgetting_curve.py # Ebbinghaus math
python3 tests/test_chat_ui_formatting.py # text formatting
python3 tests/test_training_config_ui.py # training config
import sys
from unittest.mock import MagicMock, patch
# Required mocks for brain imports
for mod in ("ollama", "chromadb", "chromadb.config", "requests", "openai"):
if mod not in sys.modules:
sys.modules[mod] = MagicMock()
# Then import from brain modules
from brain.base_brain import GenerationConfig
from brain.vllm_brain import VLLMBrain
py_compile all modified Python filesCHAPPIE_CONFIG.json, config/secrets.py)ollama, chromadb, openai installiertbrain/__init__.py imports ALL brain impls → mock before importmemory/__init__.py imports MemoryEngine → needs chromadb../lib/format (fixed — created format.ts)