Xpersona
agentCLAWHUBUnverified

Tai Alpha Stock

Tai Alpha stock analysis — collect, VectorBT backtest (RSI/MACD/BB), conviction score, optional ML. Persistence is SQLite (default tai_alpha_output/tai_alpha...

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.0k

Updated

Oct 11, 2026

Version

1.33.1

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 11, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 11, 2026
Adoption signal
1K downloadsadoption · observed Oct 11, 2026
Latest release
1.33.1release · observed Apr 20, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17960zyn75e0js2yagtq7zzvx84sgf5:tai-alpha-stock
  1. Install using `clawhub skill install s17960zyn75e0js2yagtq7zzvx84sgf5:tai-alpha-stock` in an isolated environment before connecting it to live workloads.
  2. No published capability contract is available yet, so validate auth and request/response behavior manually.
  3. Review the upstream CLAWHUB listing at https://clawhub.ai/cplog/tai-alpha-stock before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-cplog-tai-alpha-stock/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

95,485 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

setup/docs/core/SKILL.md

---
name: tai-alpha-stock
description: Tai Alpha stock analysis — collect, VectorBT backtest (RSI/MACD/BB), conviction score, optional ML. Persistence is SQLite (default tai_alpha_output/tai_alpha.db); override TAI_ALPHA_DB_PATH.
---

# Tai Alpha Stock

Canonical documentation lives under **`/setup`**. This file mirrors root `SKILL.md`.  
**Agents:** [AGENTS.md](AGENTS.md) (Cursor, Claude Code, OpenClaw).

## Persistence

- Default: `tai_alpha_output/tai_alpha.db`
- Override: `TAI_ALPHA_DB_PATH`
- Schema: [../../sql/schema/tai_alpha_schema_consolidated.sql](../../sql/schema/tai_alpha_schema_consolidated.sql)

## Workflow

- Full analyze: `python scripts/analyze.py TICKER`
- Flags: `--fast`, `--depth lite|standard|deep`, `--persona`, `--persona-all`, `--market`, `--lang` (see [../../README.md](../../README.md))
- Report: `python scripts/report.py --run-id <id>`
- Score: `python scripts/score.py --run-id <id>` (optional `--deep-risk`)

See [../../USERFLOW.md](../../USERFLOW.md) and [AGENT_GUIDE.md](AGENT_GUIDE.md).

## Related ecosystem

- [openclaw/stock-analysis](https://github.com/openclaw/skills/tree/main/skills/udiedrichsen/stock-analysis)
- [UZI-Skill](https://github.com/wbh604/UZI-Skill)

## Test

```bash
pip install -e ".[dev]"
pytest tests/unit tests/integration -v
```

SKILL.md

---
name: tai-alpha-stock
description: Tai Alpha stock analysis — collect, VectorBT backtest (RSI/MACD/BB), conviction score, optional ML. Persistence is SQLite (default tai_alpha_output/tai_alpha.db); override TAI_ALPHA_DB_PATH.
---

# Tai Alpha Stock

**Canonical docs:** `/setup` (README, USERFLOW, MODULE_STRUCTURE, guides).  
**Mirror:** [setup/docs/core/SKILL.md](setup/docs/core/SKILL.md).  
**Agents (Cursor / Claude Code / OpenClaw):** [setup/docs/core/AGENTS.md](setup/docs/core/AGENTS.md) — root stubs `AGENTS.md`, `CLAUDE.md`.

## Workflow tree

- **Single:** `python scripts/analyze.py TICKER` → pipeline; stores rows in SQLite (`--db-path` optional).
- **Personas / markets:** `--persona id` / `--persona-all`; `--market auto|us|hk|cn`; `--lang zh-CN|zh-HK` (see [setup/docs/guides/PERSONA_ECOSYSTEM_GUIDE.md](setup/docs/guides/PERSONA_ECOSYSTEM_GUIDE.md)).
- **Fast / depth:** `--fast` skips ML and uses lighter collect; `--depth lite|standard|deep` (see [setup/README.md](setup/README.md) matrix).
- **Batch:** `python scripts/batch.py TICKER1 TICKER2` (optional `--fast`, `--depth`).
- **Portfolio:** `python scripts/portfolio.py TICKER ...`
- **Cron:** `python scripts/cron.py` (`TAI_ALPHA_HOTLIST`, optional `TAI_ALPHA_TELEGRAM_WEBHOOK`)
- **Alerts:** `python scripts/alerts.py` (watchlist in SQLite)
- **Custom / ML / sector:** `scripts/custom.py`, `scripts/ml.py`, `scripts/sector.py`
- **Dividends / movers:** `scripts/dividends.py`, `scripts/hot_scanner.py` (see setup README)
- **Inspect run:** `python scripts/report.py --run-id N` / `python scripts/score.py --run-id N` (`--deep-risk` on score CLI)

## Docs

- [setup/docs/guides/DISCLAIMER_AND_LIMITATIONS.md](setup/docs/guides/DISCLAIMER_AND_LIMITATIONS.md)
- [setup/docs/guides/STRATEGIES.md](setup/docs/guides/STRATEGIES.md)
- [setup/docs/database/SQLITE.md](setup/docs/database/SQLITE.md)
- [setup/docs/core/AGENT_GUIDE.md](setup/docs/core/AGENT_GUIDE.md)
- [setup/docs/guides/PERSONA_ECOSYSTEM_GUIDE.md](setup/docs/guides/PERSONA_ECOSYSTEM_GUIDE.md)
- [setup/docs/guides/CHINESE_AUDIENCE_GUIDE.md](setup/docs/guides/CHINESE_AUDIENCE_GUIDE.md)

## Related projects (inspiration)

- [openclaw/stock-analysis skill](https://github.com/openclaw/skills/tree/main/skills/udiedrichsen/stock-analysis)
- [UZI-Skill](https://github.com/wbh604/UZI-Skill)

## Test

```bash
pip install -e ".[dev]"
pytest tests/unit tests/integration -v
python setup/tools/check_structure.py
```

setup/README.md

# Tai Alpha Stock — setup and docs

This directory is the **single source of truth** for project documentation and SQL (per repository standards). The Python package lives at the repo root in `tai_alpha/`; **SQLite** is the default persistence layer (see `docs/database/SQLITE.md`).

## Quick start

```bash
cd /path/to/tai-alpha-stock
python -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]"
python scripts/analyze.py AAPL --no-report
# Default DB: tai_alpha_output/tai_alpha.db (override with TAI_ALPHA_DB_PATH)
```

Override output directory (where `tai_alpha.db` is placed by default):

```bash
export TAI_ALPHA_OUTPUT_DIR=/tmp/tai_run
python scripts/analyze.py MSFT
```

## Feature / flag matrix (CLI)

| Capability | Entry | Notes |
|------------|-------|--------|
| Full analyze | `scripts/analyze.py TICKER` | Collect → backtest → score → report |
| Fast path | `--fast` | Skips ML; lighter collect (no sector ETF peer fetch) |
| Depth | `--depth lite` / `standard` / `deep` | `lite` = no ML + light collect; `deep` = ML (unless `--fast`) + geopolitical `risk_flags` |
| Dividends | `scripts/dividends.py TICKER` or `tai-alpha-dividends` | yfinance dividend history; yield proxy |
| Hot scanner | `scripts/hot_scanner.py` or `tai-alpha-hot-scanner` | Yahoo movers; `--with-crypto` adds CoinGecko trending |
| Score from DB | `tai-alpha-score --run-id N` | Optional `--deep-risk` for geopolitical keyword tier |
| Personas | `--persona id1,id2` / `--persona-all` | Overlays on base score; registry in `setup/config/personas/` |
| Market routing | `--market auto` or `us` / `hk` / `cn` | Normalizes Yahoo/yfinance symbols (HK/CN suffixes) |
| Chinese report | `--lang zh-CN` / `--lang zh-HK` | Signal translation + short disclaimer |
| Disclaimer | [docs/guides/DISCLAIMER_AND_LIMITATIONS.md](docs/guides/DISCLAIMER_AND_LIMITATIONS.md) | Not financial advice; data limits |

### Related ecosystem (attribution)

- [openclaw/skills – udiedrichsen/stock-analysis](https://github.com/openclaw/skills/tree/main/skills/udiedrichsen/stock-analysis) — OpenClaw-oriented stock workflows (ideas: `--fast`, dimensions, risk-style checks).
- [wbh604/UZI-Skill](https://github.com/wbh604/UZI-Skill) — Agent-heavy deep research (depth tiers, calibration discipline); not vendored here.

## Doc index

| Path | Purpose |
|------|---------|
| [USERFLOW.md](USERFLOW.md) | User-facing flows and CLI map |
| [MODULE_STRUCTURE.md](MODULE_STRUCTURE.md) | Modules, scripts, and dependencies |
| [docs/core/SKILL.md](docs/core/SKILL.md) | Mirror of root `SKILL.md` (agent / marketplace) |
| [docs/core/AGENTS.md](docs/core/AGENTS.md) | **Multi-tool hub** (Cursor, Claude Code, OpenClaw) |
| [docs/core/AGENT_GUIDE.md](docs/core/AGENT_GUIDE.md) | Agent orchestration and upstream pointers |
| [docs/database/SQLITE.md](docs/database/SQLITE.md) | SQLite schema and env vars |
| [docs/guides/PERSONA_ECOSYSTEM_GUIDE.md](docs/guides/PERSONA_ECOSYSTEM_GUIDE.md) | Persona registry, CLI, ensemble |
| [do

setup/sql/archive/README.md

# SQL archive

Superseded migrations and one-off fixes live here for reference only.

_meta.json

{
  "ownerId": "kn71wgxhb1t1g0hkpzj9fqcc0s80g3sv",
  "slug": "tai-alpha-stock",
  "version": "1.33.1",
  "publishedAt": 1776696887373
}

Related agents

Same protocol, similar job.

Github ReposUpdated 2d agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW
Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW
Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

OPENCLAW

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/cplog/skills/tai-alpha-stock",
      "sourceUrl": "https://clawhub.ai/cplog/skills/tai-alpha-stock",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-11T19:33:14.930Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-cplog-tai-alpha-stock/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-cplog-tai-alpha-stock/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-10-11T19:33:14.930Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "1K downloads",
      "href": "https://clawhub.ai/cplog/tai-alpha-stock",
      "sourceUrl": "https://clawhub.ai/cplog/tai-alpha-stock",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-11T19:33:14.930Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.33.1",
      "href": "https://clawhub.ai/cplog/tai-alpha-stock",
      "sourceUrl": "https://clawhub.ai/cplog/tai-alpha-stock",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-04-20T14:54:47.373Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-cplog-tai-alpha-stock/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-cplog-tai-alpha-stock/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.33.1",
      "description": "1.33.1: publish script timeout patch, docs, .clawdhubignore",
      "href": "https://clawhub.ai/cplog/tai-alpha-stock",
      "sourceUrl": "https://clawhub.ai/cplog/tai-alpha-stock",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-04-20T14:54:47.373Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 11, 2026.

For crawlers

This page is free to read. The run-check above is the only paid part, and it answers HTTP 402 until it is paid. Everything else here is public.

  • One record, as JSON: card, facts, snapshot, contract, trust.
  • Every agent, one feed: /.well-known/ai-catalog.json
  • What this site sells, and the price: /.well-known/x402
  • Paid run-check: /api/v1/agents/clawhub-cplog-tai-alpha-stock/run-check

Sponsored

Ads related to Tai Alpha Stock and adjacent AI workflows.