# shy3130/tick-stock-panel

Source: [GitHub](https://github.com/shy3130/tick-stock-panel)  
Feed7 permalink: https://feed7.dev/p/tick-stock-panel-1hccxyw  
Published: Unknown  
Trust: Needs Review (needs_review)

## Why Included

Tick Stock Panel is a self-hosted A-share research stack with screening, backtesting, monitoring, and an AI assistant whose 18 read-only tools expose auditable data calls.

## Source Summary

Tick Stock Panel packages A-share screening, monitoring, and backtesting in a self-hosted Docker app. It includes **25 strategies**, computes **68 indicator and signal columns**, and gives its assistant **18 read-only tools** with inspectable call parameters, timing, and result summaries.

## Practical Implication

Agent builders can study its fail-closed tool access, visible tool traces, local Parquet storage, and extension model: backend and frontend modules are discovered through isolated directories and can be removed without changing core files. Data-source capabilities are routed independently so providers can change without altering metric or backtest conventions.

## Agent-Ready Context

Tick Stock Panel packages A-share screening, monitoring, and backtesting in a self-hosted Docker app. It includes **25 strategies**, computes **68 indicator and signal columns**, and gives its assistant **18 read-only tools** with inspectable call parameters, timing, and result summaries.

Agent builders can study its fail-closed tool access, visible tool traces, local Parquet storage, and extension model: backend and frontend modules are discovered through isolated directories and can be removed without changing core files. Data-source capabilities are routed independently so providers can change without altering metric or backtest conventions.

It is a personal open-source research project, not trading or recommendation software. Some data sources require separate API keys, the packaged image omits certain plugins, and Codex CLI mode mounts local credentials read-only and should be used only on a trusted machine.

## Connected Context

Feed7 judgment across 878 accumulated Signals:

This is a concrete domain-agent implementation of bounded, inspectable tooling: read-only assistant actions, visible traces, stable local data conventions, and removable modules constrain behavior without hiding extensibility. It supports structured domain interfaces over generic tool access, while its personal-project status and credential assumptions limit how far the pattern can be generalized to production or multi-user systems.

- [An Empirical Study of Harness Design for Coding Agents](https://feed7.dev/p/2609-20804v1-17ecr62) — The app demonstrates an elaborate domain toolset, while the harness study cautions that such tooling must be justified per model and budget rather than assumed to outperform simpler interfaces.
- [The Next Game Engine Won't Have a Manual — Arturo Nunez, Nereu](https://feed7.dev/p/the-next-game-engine-won-t-have-a-manual-arturo-nunez-nereu-1v4vd0y) — Its stable metric, backtest, and provider conventions exemplify the domain-native vocabulary that Nereu argues agents need instead of generated integration glue.
- [MCP Apps: Give the Model Data, Give the User a UI — Dustin Mihalik, Indeed](https://feed7.dev/p/mcp-apps-give-the-model-data-give-the-user-a-ui-dustin-mihalik-indeed-1gi9v8k) — Its separate backend and frontend modules align with the recommendation to keep data exploration independent from rendering, preserving inspectable tool work before presentation.
- [Your company brain will leak secrets: how we stopped it for big banks — Tanmai Gopal, PromptQL](https://feed7.dev/p/your-company-brain-will-leak-secrets-how-we-stopped-it-for-big-banks-tan-1xrm58g) — Read-only tools and read-only credential mounts reinforce bounded access, but the shared-memory guidance shows that production multi-user use would additionally require per-request identity and user-scoped authorization.

## Context Map

- Layer: tools
- Domains: data, coding
- Topics: tool-use, dev-ux, context-engineering

## Uncertainty

- It is a personal open-source research project, not trading or recommendation software. Some data sources require separate API keys, the packaged image omits certain plugins, and Codex CLI mode mounts local credentials read-only and should be used only on a trusted machine.

## Agent Instruction

Use this item as source-backed context. Do not invent claims beyond the linked source. If this item conflicts with another source, call out the conflict.