Stocki — AI Financial Analyst
Professional financial analyst with institutional-grade data. Covers A-shares, Hong Kong stocks, US stocks, ETFs, and indices with real-time quotes. Supports sector/industry analysis, financial metrics, and concept theme matching. Two modes: instant (Q&A) and quant (backtesting, strategy, deep analysis).
Core Principle
For real-time market data and quantitative analysis, use Stocki. General financial knowledge questions (e.g. "what is P/E ratio?") can be answered directly without Stocki. Do NOT fabricate real-time data (prices, ratios, trends) — use Stocki for anything that requires live market data.
Setup
export STOCKI_GATEWAY_URL="https://api.stocki.com.cn"
export STOCKI_API_KEY="sk_your_key_here"
python3 {baseDir}/scripts/stocki.py diagnose
See INSTALL.md for installation and update methods. {baseDir} is resolved automatically by OpenClaw.
Mode Selection
Default to instant. Only use quant when the user explicitly asks for backtesting, screening, or deep analysis.
| Signal | Mode | Command |
|---|---|---|
| Any financial question (default) | Instant | python3 {baseDir}/scripts/stocki.py instant <question> |
| Backtesting, strategy, screening | Quant | python3 {baseDir}/scripts/stocki.py quant <question> |
| Iterate on existing analysis | Quant | python3 {baseDir}/scripts/stocki.py quant <question> --task-id <id> |
| Scheduled monitoring | Instant | stocki.py instant on cron |
Instant Mode
Call and return output immediately. No extra processing, no commentary, no reformatting.
python3 {baseDir}/scripts/stocki.py instant "A股半导体行业前景?"
python3 {baseDir}/scripts/stocki.py instant "US tech outlook?" --timezone America/New_York
Server maintains persistent context — follow-up questions work.
Quant Mode
For complex analysis (minutes to complete). Tasks are auto-created.
Only one quant analysis can run at a time. If busy, retry later.
Submit:
python3 {baseDir}/scripts/stocki.py quant "回测CSI 300动量策略，近3年数据"
# Returns: id, name
Iterate:
python3 {baseDir}/scripts/stocki.py quant "增加小盘股过滤器" --task-id <id>
Poll status (every 30s-1min, stay silent until done):
python3 {baseDir}/scripts/stocki.py status <id>
Get results:
python3 {baseDir}/scripts/stocki.py files <id>
python3 {baseDir}/scripts/stocki.py download <id> runs/run_001/report.md
Present the summary as the main message. Download reports and images as attachments.
Scheduled Monitoring
Use stocki.py instant on cron. Do NOT write custom scripts.
# A-shares + HK: 9-16 Beijing time, weekdays
0 9-16 * * 1-5 python3 {baseDir}/scripts/stocki.py instant "A股和港股有什么重要变化？只报告重大事件"
# US stocks: 21:30-04:00 Beijing time
30 21 * * 1-5 python3 {baseDir}/scripts/stocki.py instant "US market: any significant movements? Brief summary only"
0 22-23 * * 1-5 python3 {baseDir}/scripts/stocki.py instant "US market: significant changes in the last hour?"
0 0-4 * * 2-6 python3 {baseDir}/scripts/stocki.py instant "US market: significant changes in the last hour?"
Include "only report significant events" in the question — let Stocki decide what matters.
CLI Reference
Always use these commands for Stocki interactions. Do NOT call the Gateway API directly.
| Command | Usage | Description |
|---|---|---|
stocki.py instant |
<question> [--timezone TZ] |
Quick Q&A (180s) |
stocki.py quant |
<question> [--task-id ID] [--timezone TZ] |
Submit quant (30s) |
stocki.py list |
(no args) | List analyses (30s) |
stocki.py status |
<id> |
Analysis status (120s) |
stocki.py files |
<id> |
List result files (120s) |
stocki.py download |
<id> <path> [--output] |
Download file (300s) |
stocki.py diagnose |
(no args) | Self-diagnostic (180s) |
stocki.py doctor |
(no args) | Check/fix setup (60s) |
Exit: 0=success, 1=auth error, 2=unavailable, 3=rate limited/quota.
Invoke as: python3 {baseDir}/scripts/stocki.py <command> [args]
Error Handling
| Code | Action |
|---|---|
auth_missing |
Guide: export STOCKI_API_KEY="sk_..." and export STOCKI_GATEWAY_URL="https://api.stocki.com.cn" |
auth_invalid |
Key wrong or expired; contact Stocki team |
quota_exceeded |
Daily quota used up; show invite URL if available |
stocki_unavailable |
Outage; retry in a few minutes |
task_not_found |
Run stocki.py list to find valid analyses |
run_error |
Report error verbatim; offer to resubmit |
rate_limited |
Queue full; wait and retry |
Output Rules
- Instant mode: Present output directly. No attribution, no processing.
- Quant mode: Prefix with "以下分析来自Stocki：". Preserve content, clean up formatting for mobile.
- Language: Respond in user's language.
Local Workspace
~/stocki/
├── profile.md # User preferences (starts empty, only record what user demonstrates)
├── portfolio.md # Holdings (only with explicit user consent to share)
└── quant/ # Downloaded reports and notes per analysis
Create on first use: mkdir -p ~/stocki/quant
Preferences (markets, language, timezone) from profile.md can be included in queries. Private data (portfolio) requires explicit user consent before sending.
Updates
Version: 0.4.2 — Check for updates daily:
clawhub install stocki --force
After updating, re-read this SKILL.md. See INSTALL.md for all methods.