القائمة
Research before coding: check existing code, docs, and libraries first
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Debug frontend vanilla JS issues - console errors, rendering bugs, SPA navigation, WebSocket
Automates the process of setting up the first admin user or adding new admins via the bootstrap endpoint. Includes a Python script for easy execution.
Push to remote and wait for CI to pass. If CI fails, read logs, fix bugs, and re-push. Repeat until green.
Use when building or debugging LangGraph multi-agent systems - eval-first execution, task decomposition, model routing by complexity, and cost discipline
Use when AI agent modifies API routes or backend logic - catch systematic blind spots where the same model writes and reviews code
Use when making or recording significant architectural decisions - capture context, alternatives, and rationale as structured ADRs
| name | search-first |
| description | Research before coding: check existing code, docs, and libraries first |
| Approach | When |
|---|---|
| Adopt | Existing solution fits perfectly |
| Extend | Existing solution needs minor changes |
| Build | No existing solution, or none fits |
# Search codebase
rg "pattern" --type py core/ api/
rg "pattern" --type js web/js/
# Check if a function exists
rg "def function_name" --type py
# Find where something is used
rg "function_name" --type py core/ api/ tests/
# Check installed packages
pip list | grep -i "keyword"
core/database/ (raw psycopg2) + core/orm/ (SQLAlchemy)api/routers/ (FastAPI endpoints)web/js/ (vanilla JS modules)tests/ (pytest) + pw_test/ (Playwright).env + core/database/connection.py