stock-copilot-pro✓ Pass

SKILL.md Content

---
name: stock-copilot-pro
description: High-performance global stock analysis copilot powered by QVeris. Fuses quote, fundamentals, technicals, news sentiment, and X sentiment with adaptive tool learning for higher success and better signal quality.
env:
  - QVERIS_API_KEY
credentials:
  required:
    - QVERIS_API_KEY
  primary_env: QVERIS_API_KEY
  scope: read-only
  endpoint: https://qveris.ai/api/v1
network:
  outbound_hosts:
    - qveris.ai
auto_invoke: true
source: https://qveris.ai
examples:
  - "Analyze AAPL with a comprehensive report"
  - "Technical analysis for 0700.HK"
  - "Compare AAPL, MSFT, NVDA"
  - "Give me fundamentals and sentiment for 600519.SS"
---

# Stock Copilot Pro

Global Multi-Source Stock Analysis with QVeris.

## What This Skill Does

Stock Copilot Pro performs end-to-end stock analysis with five data domains:

1. Market quote / trading context
2. Fundamental metrics
3. Technical signals (RSI/MACD/MA)
4. News and sentiment
5. X sentiment

It then generates a data-rich analyst report with:
- value-investing scorecard
- event-timing anti-chasing classification
- safety-margin estimate
- scenario-based recommendations
- standard readable output (default) + optional full evidence trace (`--evidence`)

## Key Advantages

- Deterministic tool routing via `references/tool-chains.json`
- Evolution v2 parameter-template memory to reduce recurring parameter errors
- Strong fallback strategy across providers and markets
- US/HK/CN market-aware symbol handling
- Structured outputs for both analyst reading and machine ingestion
- Safety-first handling of secrets and runtime state

## Core Workflow

1. Resolve user input to symbol + market (supports company-name aliases, e.g. `特变电工` -> `600089.SH`).
2. Search tools by capability (quote, fundamentals, indicators, sentiment, X sentiment).
3. Route by hardcoded tool chains first (market-aware), then fallback generic capability search.
   - For CN/HK sentiment, prioritize `caidazi` channels (report/news/wechat).
   - For CN/HK fundamentals, prioritize THS financial statements (income/balance sheet/cash flow), then fallback to company basics.
4. Before execution, try evolution parameter templates; if unavailable, use default param builder.
5. Run quality checks:
   - Missing key fields
   - Data recency
   - Cross-source inconsistency
6. Produce analyst report with:
   - composite score
   - safety margin
   - event-driven vs pullback-risk timing classification
   - market scenario suggestions
   - optional parsed/raw evidence sections when `--evidence` is enabled

## Command Surface

Primary script: `scripts/stock_copilot_pro.mjs`

- Analyze one symbol:
  - `node scripts/stock_copilot_pro.mjs analyze --symbol AAPL --market US --mode comprehensive`
  - `node scripts/stock_copilot_pro.mjs analyze --symbol "特变电工" --mode comprehensive`
- Compare multiple symbols:
  - `node scripts/stock_copilot_pro.mjs compare --symbols AAPL,MSFT --market US --mode comprehensive`

## CN/HK Coverage Details

- Company-name input is supported and auto-resolved to market + symbol for common names.
- Sentiment path prioritizes `caidazi` (research reports, news, wechat/public-account channels).
- Fundamentals path prioritizes THS financial statements endpoints, and always calls THS company basics for profile backfill:
  - `revenue`
  - `netProfit`
  - `totalAssets`
  - `totalLiabilities`
  - `operatingCashflow`
  - `industry`
  - `mainBusiness`
  - `tags`

## Output Modes

- `markdown` (default): human-readable report
- `json`: machine-readable merged payload

## Dynamic Evolution

- Runtime learning state is stored in `.evolution/tool-evolution.json`.
- One successful execution can update tool parameter templates.
- Evolution stores `param_templates` and `sample_successful_params` for reuse.
- Evolution does not decide tool priority; tool priority is controlled by `tool-chains.json`.
- Use `--no-evolution` to disable loading/saving runtime learning state.

## Safety and Disclosure

- Uses only `QVERIS_API_KEY`.
- Calls only QVeris APIs over HTTPS.
- Does not store API keys in logs, reports, or evolution state.
- Runtime persistence is limited to `.evolution/tool-evolution.json` (metadata + parameter templates only).
- No package installation or arbitrary command execution is performed by this skill script.
- Research-only output. Not investment advice.

License

Declared license: MIT

MIT License

Copyright (c) 2026 openclaw

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

View the license in the source repository — the version published there is authoritative.