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Oraclaw Decide
by
Whatsonyourmind
· GitHub ↗
· v1.0.0
· MIT-0
106
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0
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0
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1
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Install in OpenClaw
/install oraclaw-decide
Description
Decision intelligence for AI agents. Analyze options, map decision dependencies with PageRank, detect when information sources conflict, and find the choices...
Usage Guidance
This skill appears to be a front-end for a paid decision-making API, but the runtime instructions don't say how the API key is used or where requests are sent. Before installing or providing ORACLAW_API_KEY you should: 1) Ask the publisher for API endpoint URLs, example requests/responses, and a privacy policy showing what user data is transmitted and stored. 2) Verify the homepage and publisher reputation and confirm payment details (the SKILL.md mentions $0.05/analysis). 3) If you test it, use a least-privilege or expendable API key and only run non-sensitive data. 4) Prefer to see explicit SKILL.md examples that show where the key is read and how authentication happens; absence of that detail is the core incoherence here. If the maintainer cannot provide clear documentation, treat the skill as risky to give credentials to.
Capability Analysis
Type: OpenClaw Skill
Name: oraclaw-decide
Version: 1.0.0
The skill bundle defines a decision intelligence toolset for graph analysis and optimization. The SKILL.md and _meta.json files contain no executable code, malicious instructions, or evidence of data exfiltration; the instructions are strictly focused on analyzing decision dependencies and consensus scoring using the oraclaw.dev service.
Capability Assessment
Purpose & Capability
The skill description and pricing imply an external SaaS (paid per call) which reasonably could require ORACLAW_API_KEY. However, the SKILL.md provides no network endpoints, API call examples, or instructions that reference the API key. Requiring a key without documenting its use is inconsistent.
Instruction Scope
SKILL.md is an instruction-only spec describing capabilities and input formats but contains no explicit runtime steps for calling an external API, nor any guidance on using ORACLAW_API_KEY. That omission grants the agent broad discretion (e.g., to contact unknown endpoints) without transparency about what data would be sent.
Install Mechanism
No install spec or code files are present (instruction-only). This minimizes disk-write risks — there is nothing being downloaded or installed by the skill itself.
Credentials
Only one credential (ORACLAW_API_KEY) is requested, which is proportionate if the skill calls an external Oraclaw API. But the SKILL.md never references that variable or shows authentication flows. The pricing/payment note further implies external billing. Requesting a secret without documenting its scope, endpoints, or what data is transmitted is a red flag.
Persistence & Privilege
always is false and the skill is not granted forced persistent presence. It does allow normal autonomous invocation (platform default), which is expected — no extra privileges are requested.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install oraclaw-decide - After installation, invoke the skill by name or use
/oraclaw-decide - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of OraClaw Decide: strategic decision intelligence for AI agents.
- Analyze options, map dependencies with PageRank, and find bottlenecks and critical paths in decision graphs.
- Detect agreement/conflict between multiple information sources with convergence scoring.
- Includes tools for bandit optimization, contextual choices, and decision dependency analysis.
- Supports decision networks with nodes (decisions/goals) and weighted edges (relationships).
- Pricing: $0.05 per analysis call, with a free tier for up to 100 decisions/month.
Metadata
Frequently Asked Questions
What is Oraclaw Decide?
Decision intelligence for AI agents. Analyze options, map decision dependencies with PageRank, detect when information sources conflict, and find the choices... It is an AI Agent Skill for Claude Code / OpenClaw, with 106 downloads so far.
How do I install Oraclaw Decide?
Run "/install oraclaw-decide" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Oraclaw Decide free?
Yes, Oraclaw Decide is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Oraclaw Decide support?
Oraclaw Decide is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Oraclaw Decide?
It is built and maintained by Whatsonyourmind (@whatsonyourmind); the current version is v1.0.0.
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