query-bfzs-db
Use when debugging bfzs application data, verifying session messages, checking agent presets, or inspecting tool call history. Triggers: user asks about sessions, messages, tool usage, or agent preset configuration in bfzs.
소스 정보
- 저장소
- ydf0509/lc-agent
- 최근 소스 활동
- 2026년 7월 6일 04:39
- 감지된 SKILL.md 언어
- 영어
- 스타
- 6
- 포크
- 2
설치 방법
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
소스 파일 검토
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
파일 탐색기
2 개 파일SKILL.md 표시 중
SKILL.md
소스 지침 · 읽기 전용 미리보기- name
- query-bfzs-db
- description
- Use when debugging bfzs application data, verifying session messages, checking agent presets, or inspecting tool call history. Triggers: user asks about sessions, messages, tool usage, or agent preset configuration in bfzs.
# Query bfzs Database
## Overview
Query the bfzs SQLite databases directly to inspect sessions, messages, agent presets, and tool call history — without needing the server running.
## When to Use
- Debugging what tools/presets are actually being used in a session
- Verifying message content without manual browser testing
- Checking if the correct `preset_id` was applied to a session
- Inspecting tool call history for a specific conversation
## Quick Reference
| Command | Purpose |
|---------|---------|
| `--sessions [--limit N] [--search KEYWORD]` | List recent sessions, with optional keyword search |
| `--presets` | List agent presets (all fields: model, prompt, tools, mcp, skills) |
| `--users` | List users and their agent access permissions |
| `--last` | Use the most recent session (shortcut) |
| `--last --msgs` | UI messages for most recent session (fast, has usage) |
| `--last --tools` | Tool calls for most recent session |
| `--msgs <session-uuid>` | UI messages from chat_ui_messages table (fast, shows usage/traces) |
| `<session-uuid>` | Full messages from LangGraph checkpoint |
| `--tools <session-uuid>` | Tool calls only, from LangGraph checkpoint |
| `--state` | Runtime MCP servers and tool groups status (server must be running) |
## Implementation
```powershell
$Python = "D:\ProgramData\miniconda3\envs\py312\python.exe"
$Script = "D:\codes\lc-agent\.agents\skills\query-bfzs-db\scripts\query_session.py"
# Most common: see last session's UI messages
& $Python $Script --last --msgs
# List recent sessions
& $Python $Script --sessions --limit 20
# Search sessions by title
& $Python $Script --sessions --search "funboost"
# List agent presets (all fields)
& $Python $Script --presets
# List users and permissions
& $Python $Script --users
# Full checkpoint messages for a specific session
& $Python $Script "session-uuid-here"
# Tool calls for a specific session
& $Python $Script --tools "session-uuid-here"
```
## Database Locations
| DB | Path | Contents |
|----|------|---------|
| Data | `D:\codes\lc-agent-bfzs\bfzs_data.db` | sessions, agent_presets, users |
| Checkpoint | `D:\codes\lc-agent-bfzs\bfzs_checkpoints.db` | LangGraph state with messages |
GitHub에서 보기