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Install in OpenClaw
/install hkipo-orchestrator
Description
Coordinate the end-to-end Hong Kong IPO workflow across discovery, snapshot extraction, personalization, scoring, and review optimization. Use when the user...
README (SKILL.md)
HK IPO Orchestrator
Use this skill when the request spans multiple stages and you need to route the work to the right HK IPO skill.
Companion Skill Map
$hkipo-calendar-monitor: discover near-term IPO events$hkipo-snapshot-extractor: extract one-symbol facts and quality signals$hkipo-profile-watchlist-manager: manage personalized settings and watchlists$hkipo-parameter-manager: tune scoring rules and active versions$hkipo-decision-engine: produce scores, decision cards, and batches$hkipo-review-optimizer: update actual outcomes and process suggestions
Default Flow
- Discover the market.
- Extract structured facts for shortlisted symbols.
- Ensure profile and watchlist state is ready when the task is personalized.
- Ensure an active parameter version exists before scoring.
- Produce score or decision outputs.
- Close the loop later with review and suggestions.
Operating Rules
- Prefer JSON between machine steps and concise text or markdown for final user-facing output.
- Surface degraded or partial data instead of hiding it.
- Warn before mutating profile, watchlist, parameter, or review history when that side effect matters.
- Do not run repeated score or batch jobs casually, because those commands create review records.
Usage Guidance
This skill packages a full hkipo-next CLI that will (1) install or expect a 'uv' runner, (2) read and possibly modify files under ~/.hkipo-next (profile.json, watchlist.json, hkipo.db), and (3) make outbound HTTP requests to public data sources (aipo.myiqdii.com, aastocks.com, hkex, qt.gtimg.cn, etc.). It does not request cloud credentials or hidden env vars. Before installing, review and back up ~/.hkipo-next if you have existing data, confirm you are comfortable the skill can read/write that directory, and ensure installing the 'uv' Homebrew formula is acceptable on your system. If you need higher assurance, inspect runtime network hosts in the code and run the CLI in a sandboxed environment first.
Capability Analysis
Type: OpenClaw Skill
Name: hkipo-orchestrator
Version: 0.1.0
The hkipo-orchestrator skill bundle is a comprehensive financial analysis tool designed to coordinate Hong Kong IPO research. It utilizes standard Python libraries (httpx, BeautifulSoup, Pydantic) to scrape and aggregate data from legitimate public sources such as HKEX, AAStocks, Futu, and Jisilu. The codebase is well-structured, featuring a clear separation between data acquisition scripts and a refactored CLI service layer. It includes robust local state management using SQLite and JSON for caching and review history. No evidence of malicious intent, data exfiltration, or harmful prompt injection was found; the operational rules in SKILL.md are focused on workflow discipline and data integrity.
Capability Assessment
Purpose & Capability
Name/description (HK IPO orchestration) match what is provided: a Python CLI (hkipo-next) with many adapters for AiPO, AAStocks, HKEX, etc. Requiring the 'uv' runner and local config/db under ~/.hkipo-next is consistent with the CLI design.
Instruction Scope
SKILL.md directs routing across companion skills and declares the config files the tool uses. The packaged code performs network calls to public data sources and reads/writes the declared profile/watchlist/db files — this is within the expected scope. There are no instructions to read unrelated system files or to exfiltrate arbitrary secrets.
Install Mechanism
Install spec is a Homebrew formula for 'uv' which the README/usage references as the runner. Homebrew is a standard install mechanism; no arbitrary URL downloads or archive extractions are present in the manifest.
Credentials
The skill requests no environment variables or external credentials. It does declare config paths (~/.hkipo-next/config/profile.json, ~/.hkipo-next/config/watchlist.json, ~/.hkipo-next/data/hkipo.db) which the code legitimately reads and may mutate (profiles, watchlists, reviews). This level of local file access is proportionate for its functionality.
Persistence & Privilege
always:false and normal autonomous invocation. The skill works with its own local config/db but does not request system-wide persistence or modify other skills. No elevated privileges or force-inclusion flags are present.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install hkipo-orchestrator - After installation, invoke the skill by name or use
/hkipo-orchestrator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial ClawHub release
Metadata
Frequently Asked Questions
What is HK IPO Orchestrator?
Coordinate the end-to-end Hong Kong IPO workflow across discovery, snapshot extraction, personalization, scoring, and review optimization. Use when the user... It is an AI Agent Skill for Claude Code / OpenClaw, with 83 downloads so far.
How do I install HK IPO Orchestrator?
Run "/install hkipo-orchestrator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is HK IPO Orchestrator free?
Yes, HK IPO Orchestrator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does HK IPO Orchestrator support?
HK IPO Orchestrator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created HK IPO Orchestrator?
It is built and maintained by hackstoic (@hackstoic); the current version is v0.1.0.
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