Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
Version History
- Added metadata section specifying OpenClaw integration details, including required environment variables and homepage link. - Updated configuration examples to reference the `${RAGORA_API_KEY}` environment variable instead of hardcoded secrets. - Added a security note advising users to store API keys securely as environment variables and never commit them to version control. - No changes to underlying functionality or integration paths.
What This Skill Does
Ragora is a knowledge base platform that indexes documents into searchable collections. This skill queries those collections via MCP tools or a REST API, returning chunk-level results with source citations. It supports cross-collection comparison, versioned document lookup, tag-based filtering, and credit balance checks.
Returns answers grounded in private knowledge bases with exact source citations, rather than relying on model training data or general web search.
When to use it
- Finding internal HR or remote work policies across company handbooks
- Comparing SLA terms and penalty clauses between two vendor contracts
- Researching a company's security certifications and past audit history
- Looking up what changed between two versions of an API's authentication flow
- Verifying a compliance claim against SOC 2 documentation
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: What is our data retention policy and how does it compare to SOC 2 requirements?
- 1Calls discover_collections() to identify relevant collections such as security_handbook and compliance_docs
- 2Searches security_handbook for data retention policy duration with top_k=5
- 3Searches compliance_docs for SOC 2 data retention requirements with top_k=5
- 4Merges results, noting where internal policy aligns with or diverges from SOC 2 controls
- 5Returns a structured answer with evidence bullets citing each collection and source document
A side-by-side comparison of internal retention policy against SOC 2 requirements, with citations to specific documents in each collection and noted gaps.
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.