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Install in OpenClaw
/install ragora
Description
Use Ragora MCP tools and REST API to discover, search, and synthesize answers from knowledge bases. Trigger when the user asks for grounded answers from Ragora collections, cross-collection comparison, source-backed summaries, due diligence research, or verification using marketplace data.
Usage Guidance
This skill is coherent and asks only for a Ragora API key. Before installing: ensure the RAGORA_API_KEY you provide is for the account you expect and has appropriate scope, store it in a secret manager (not in plaintext), and monitor billing/credits for pay-per-use marketplace collections. Remember that using this skill will send user queries and retrieved content to Ragora endpoints (mcp.ragora.app / api.ragora.app), so avoid sending sensitive secrets or private data to be searched unless you trust the service and have appropriate data-handling agreements. Rotate keys if you stop using the skill and review access logs on your Ragora account if available.
Capability Analysis
Type: OpenClaw Skill
Name: ragora
Version: 1.0.1
The OpenClaw AgentSkills bundle for Ragora is benign. It provides comprehensive instructions for an AI agent to interact with the Ragora knowledge base via MCP tools or REST API. The skill explicitly emphasizes secure handling of the `RAGORA_API_KEY` by instructing the agent never to expose it in logs or outputs. All network interactions are directed to legitimate `ragora.app` domains, and there are no instructions for unauthorized file system access, data exfiltration, malicious execution, or persistence mechanisms. The `curl` commands provided are illustrative examples for API interaction and health checks, not malicious payloads.
Capability Assessment
Purpose & Capability
Name/description match the requested resources and behavior. The skill only declares RAGORA_API_KEY as required and documents MCP/REST endpoints consistent with Ragora integration; there are no unrelated credentials, binaries, or config paths requested.
Instruction Scope
SKILL.md instructs the agent to use Ragora MCP tools and REST endpoints (health checks, collections, search, billing) and to include source attribution and error handling. It does not instruct reading local files, scanning unrelated env vars, or sending data to endpoints outside the Ragora domains documented (mcp.ragora.app, api.ragora.app, ragora.app). It also explicitly warns not to print API keys.
Install Mechanism
No install specification or downloaded code — instruction-only skill. This minimizes disk/write risk and there are no external archives or installer URLs to inspect.
Credentials
Only one environment secret (RAGORA_API_KEY) is required, which is proportional and expected for an API-backed knowledge-base integration. The SKILL.md does not attempt to access other environment variables or unrelated credentials.
Persistence & Privilege
Skill is not always-enabled, does not request system-wide changes, and is instruction-only (no code that would persist or modify other skills). The default agent autonomy (disable-model-invocation=false) is unchanged and expected for skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ragora - After installation, invoke the skill by name or use
/ragora - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- 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.
v1.0.0
Ragora Skill 1.0.0 introduces tools for grounded discovery and synthesis using Ragora's knowledge base collections.
- Initial release enabling access to Ragora MCP tools and REST API for semantic search, comparison, and due diligence research.
- Supports collection-level and cross-collection search, versioning, tagging, and filters.
- Details secure API key handling, authentication, and billing (credit-based) procedures.
- Provides setup and usage guides for both MCP and REST integration paths.
- Includes built-in verification, connectivity checks, and error handling.
Metadata
Frequently Asked Questions
What is ragora?
Use Ragora MCP tools and REST API to discover, search, and synthesize answers from knowledge bases. Trigger when the user asks for grounded answers from Ragora collections, cross-collection comparison, source-backed summaries, due diligence research, or verification using marketplace data. It is an AI Agent Skill for Claude Code / OpenClaw, with 968 downloads so far.
How do I install ragora?
Run "/install ragora" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is ragora free?
Yes, ragora is completely free (open-source). You can download, install and use it at no cost.
Which platforms does ragora support?
ragora is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created ragora?
It is built and maintained by mregmi (@mregmi); the current version is v1.0.1.
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