hkipo-parameter-managerSave, inspect, activate, and compare Hong Kong IPO scoring parameter versions across weights, thresholds, and cost assumptions. Use when the user wants to tu...
Install via ClawdBot CLI:
clawdbot install hackstoic/hkipo-parameter-managerGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://suggest3.sinajs.cn/suggest/type=11Audited Apr 17, 2026 · audit v1.0
Generated May 12, 2026
A financial analyst tweaks weights and thresholds to adjust the scoring model for high-growth tech IPOs, emphasizing sponsor support and affordability. The new parameter version is saved and activated to generate recommendations for the current batch.
Before rolling out a new scoring version, a risk manager compares two parameter sets on a representative Hong Kong IPO symbol (e.g., 2476) to see if the recommendation changes. The comparison reveals factor deltas that justify or veto the update.
After a spike in financing rates, a portfolio manager updates the financing-rate-annual-pct and handling-fee-hkd parameters, saves a new version, and activates it to reflect current market conditions in IPO participation decisions.
A compliance officer inspects the active parameter version and its history using params list and params show to ensure all changes are documented with notes, supporting audit requirements for regulated investment processes.
An asset manager creates a conservative parameter set with higher participate-min and cautious-min thresholds to filter only the safest IPO opportunities, reducing exposure during uncertain market conditions.
Offer HK IPO parameter management as a module within a broader financial analytics platform, charging monthly or annual subscription fees. The tool enables users to customize scoring rules, with premium tiers including advanced comparison and backtesting features.
Leverage the parameter manager to provide bespoke consulting to hedge funds and banks, tuning their scoring models for specific market strategies. Revenue comes from project-based fees or retainers for ongoing parameter adjustments and trade recommendations.
Offer basic parameter management for free (e.g., save and activate up to 3 versions) and charge for premium features like unlimited version history, historical comparison, and pre-built industry parameter sets. Upsell via in-app prompts.
💬 Integration Tip
The skill requires uv and a SQLite database at ~/.hkipo-next/data/hkipo.db. Use the JSON output flag in all commands for programmatic consumption, and activate versions only after the user explicitly confirms the change.
Scored May 12, 2026
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