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Market Signal Fusion
by
yellowzijian
· GitHub ↗
· v1.2.0
351
Downloads
0
Stars
5
Active Installs
1
Versions
Install in OpenClaw
/install market-signal-fusion
Description
Adaptive-language stock-analysis skill that interprets macro and political news, fuses it with retail/social sentiment, applies quantified value fallback rul...
Usage Guidance
This skill is instruction-only and internally coherent for stock analysis. Before installing or using it: ensure your agent has the web/news/market-data and optional social-data access you expect (the skill will ask those tools for data), avoid providing unrelated secrets, and understand that the skill will produce analytical output—not regulated financial advice. If you plan to supply market-data API keys or a Reddit/social plugin, provide them only to the runtime tools you control and verify their scopes. If you need stronger guarantees about data sources, ask the maintainer for explicit source lists or add network controls limiting which endpoints your agent may call.
Capability Analysis
Type: OpenClaw Skill
Name: market-signal-fusion
Version: 1.2.0
The market-signal-fusion skill bundle provides a structured framework for financial analysis, incorporating macro-economic news, social sentiment (e.g., Reddit WSB), and quantamental screening. The instructions in SKILL.md and README.md are well-defined, focusing on data processing, confidence scoring, and multi-lingual output without any indicators of malicious intent, data exfiltration, or unauthorized execution.
Capability Assessment
Purpose & Capability
The name/description (market / sentiment / quantamental fusion) align with the SKILL.md: it calls for news, Reddit/WSB-style sentiment, quant/value screening, and technicals. There are no unrelated environment variables, binaries, or install steps requested that would be disproportionate to this purpose.
Instruction Scope
The runtime instructions stay within the stated analysis workflow (news, social sentiment, fusion, valuation, technicals). They ask the agent to prefer recent 1–7 day sources and to use available web/search/market-data tools, but do not instruct reading local files, scanning unrelated config, or exfiltrating secrets. The guidance to use social channels (Reddit WSB and public channels) is expected for sentiment analysis; it is explicit about graceful degradation when data is unavailable.
Install Mechanism
No install spec or code files are included (instruction-only). That minimizes disk writes and arbitrary downloads; nothing will be fetched by an install routine as part of the skill itself.
Credentials
The skill declares no required environment variables, no primary credential, and no config paths. The README/SKILL.md does note it works best with optional market-data or social-data plugins, which is reasonable and proportionate to its purpose. If you supply API keys for market data, those would be used by your runtime tools, not by the skill itself.
Persistence & Privilege
Flags show default behavior (always: false, user-invocable true) and disable-model-invocation is false (normal). The skill does not request permanent presence or modifications to other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install market-signal-fusion - After installation, invoke the skill by name or use
/market-signal-fusion - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.2.0
Market Signal Fusion v1.2.0 — This version introduces key functional upgrades for structured, auditable multi-signal stock analysis.
- Adds a structured retail/social sentiment data-module contract for more reliable sentiment measurement.
- Implements a market regime detector to dynamically adjust style bias and sector weighting.
- Introduces confidence gates and reason codes, ensuring each decision is auditable and gracefully handled when data is incomplete.
- Refines language handling: fully adaptive to user prompt language (English/Chinese), strict separation of narrative and JSON, and stable finance notation.
- Expands core workflow: five-stage integration of macro/news, retail sentiment, sector fusion, quantamental signal, and technical plan.
- Enforces stricter rules for recency, sourcing, and confidence tagging for every stock idea.
Metadata
Frequently Asked Questions
What is Market Signal Fusion?
Adaptive-language stock-analysis skill that interprets macro and political news, fuses it with retail/social sentiment, applies quantified value fallback rul... It is an AI Agent Skill for Claude Code / OpenClaw, with 351 downloads so far.
How do I install Market Signal Fusion?
Run "/install market-signal-fusion" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Market Signal Fusion free?
Yes, Market Signal Fusion is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Market Signal Fusion support?
Market Signal Fusion is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Market Signal Fusion?
It is built and maintained by yellowzijian (@yellowzijian); the current version is v1.2.0.
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