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Scenario Forecaster
by
Onecore-me
· GitHub ↗
· v1.3.0
· MIT-0
118
Downloads
0
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Active Installs
4
Versions
Install in OpenClaw
/install scenario-forecaster
Description
AI-driven event forecasting skill. Collects multi-source data, cross-validates facts, maps future scenarios with probabilities, and delivers actionable recom...
Usage Guidance
This skill appears to be a coherent, instruction-only forecasting prompt/workflow — it does not install code or request secrets by itself. Things to check before using: 1) The README mentions one-click install and the docs mention API integrations, but no installer or connectors are included; verify how you plan to supply live data (aggregator APIs or scraping) and provide any API keys only to software you trust. 2) The skill may produce concrete, actionable financial instructions (e.g., specific option trades); treat those as analysis, not professional advice, and verify with human experts/compliance before acting. 3) If you add private data sources (CRM, sales, internal APIs) follow least-privilege practices for any credentials and review where the agent will send data. 4) Minor inconsistencies: the YAML lists version 1.2.0 while registry metadata is 1.3.0 — ask the publisher for the authoritative bundle if provenance matters. If you need higher assurance, request an implementation that provides explicit data-source connectors, logging, and a clear policy for external web access.
Capability Analysis
Type: OpenClaw Skill
Name: scenario-forecaster
Version: 1.3.0
The Scenario Forecaster skill is a well-structured tool designed for AI-driven event forecasting and strategic analysis. The bundle consists of workflow definitions (scenario_forecaster.yaml), detailed prompts (prompt.md), and comprehensive documentation (api_reference.md, customization_guide.md) that align perfectly with its stated purpose of generating PESTEL-based scenario reports. No evidence of data exfiltration, malicious execution, or prompt injection was found; the instructions provided to the AI agent are focused entirely on logical analysis and structured reporting.
Capability Assessment
Purpose & Capability
Name, description, prompt, YAML workflow and examples all consistently describe a forecasting/PESTEL/scenario-mapping capability. Requested inputs and outputs match the declared purpose.
Instruction Scope
Runtime instructions ask the agent to 'collect' from multiple source types (news, academic papers, social media, government reports) and to cross-validate facts across 2+ sources. That scope is reasonable for the stated purpose, but the skill does not specify how to fetch these sources (APIs, scraping, aggregator services). It also asks for concrete trading-style actions (e.g., 'Buy put options at price X as hedge'), which are actionable recommendations — not inherently incoherent but worth flagging for user caution and compliance.
Install Mechanism
No install spec and no code files — this is an instruction-only skill. README mentions an 'npx clawhub install' convenience, but no install files are present. No downloads, binaries, or archives are involved.
Credentials
The skill declares no required env vars or credentials (consistent with being instruction-only). Documentation mentions third-party aggregators (serpapi, newsdata.io, gnews) and suggests adding private data APIs in workflow; if you connect those, you will need to supply credentials — the skill itself does not request or store them. This is proportional but users should understand credentials must be provided externally if live data access is desired.
Persistence & Privilege
No persistent or elevated privileges requested. always: false and no install hooks are present. The skill does not modify other skills or system config.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install scenario-forecaster - After installation, invoke the skill by name or use
/scenario-forecaster - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.3.0
v1.3.0: Security sanitization - removed Unicode chars, neutralized action names, pure English interface to avoid false positives.
v1.2.0
v1.2.0: Sharper value proposition targeting analysts/investors. Added structured 4-stage execution protocol, standardized output template, and PESTEL+ framework.
v1.1.0
Bilingual EN/CN documentation for global accessibility. Added platform compatibility table and key capabilities summary.
v1.0.0
Initial release: PESTEL-driven event forecasting with multi-path analysis and decision recommendations
Metadata
Frequently Asked Questions
What is Scenario Forecaster?
AI-driven event forecasting skill. Collects multi-source data, cross-validates facts, maps future scenarios with probabilities, and delivers actionable recom... It is an AI Agent Skill for Claude Code / OpenClaw, with 118 downloads so far.
How do I install Scenario Forecaster?
Run "/install scenario-forecaster" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Scenario Forecaster free?
Yes, Scenario Forecaster is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Scenario Forecaster support?
Scenario Forecaster is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Scenario Forecaster?
It is built and maintained by Onecore-me (@onecore-me); the current version is v1.3.0.
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