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moss
by
Keshav Arora
· GitHub ↗
· v1.0.0
869
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Install in OpenClaw
/install moss-semantic
Description
Documentation and capabilities reference for Moss semantic search. Use for understanding Moss APIs, SDKs, and integration patterns.
Usage Guidance
This skill is a documentation-only bundle for the Moss API; it appears legitimate, but the manifest is inconsistent with the runtime docs. Before installing or using it: 1) confirm the source/owner and that https://docs.usemoss.dev is the official docs site; 2) expect to supply MOSS_PROJECT_ID and MOSS_PROJECT_KEY (the skill should have declared them as required env vars / a primary credential — ask the publisher to update the manifest); 3) review where the agent will send data (the docs mention POST /manage but do not show a full base URL) and decide whether sending user content to that service is acceptable for your privacy needs; 4) if you provide credentials, follow least-privilege practices (use keys scoped for only the project and actions needed); 5) ask the maintainer to fix the manifest (add required env vars and a primary credential) and to clarify the REST base URL and any telemetry or sync behaviors before trusting autonomous use.
Capability Assessment
Purpose & Capability
The skill's name/description match the SKILL.md content (Moss docs / integration patterns). However the declared requirements list no environment variables or primary credential, while the SKILL.md explicitly documents required credentials (MOSS_PROJECT_ID and MOSS_PROJECT_KEY). That omission is an incoherence between claimed requirements and the runtime instructions.
Instruction Scope
SKILL.md gives concrete runtime guidance (initialize MossClient with project credentials, call createIndex/loadIndex/query, REST actions via POST /manage, and an 'inject search results into LLM context' workflow). Those instructions are within the stated purpose, but they reference reading/using project credentials and performing automatic per-message queries. The instructions are actionable and would cause an agent to look for credentials or attempt network calls; the manifest should have declared that explicitly. No other unrelated file/system access is requested.
Install Mechanism
This is instruction-only (no install spec, no code files). The SKILL.md mentions npm/pip package names for user install, but the skill does not perform any installation itself — low installer risk.
Credentials
The documented API requires two credentials (MOSS_PROJECT_ID and MOSS_PROJECT_KEY), which are reasonable for the described integration, but the skill's metadata declares no required env vars or primary credential. The mismatch could lead to unexpected credential usage or confusion about what secrets are needed/expected.
Persistence & Privilege
The skill does not request always:true, does not modify other skills, and has no install-time persistence. Autonomous invocation is allowed (platform default) but not itself a red flag here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install moss-semantic - After installation, invoke the skill by name or use
/moss-semantic - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of moss-docs: Moss semantic search documentation and reference.
- Introduces complete usage reference for Moss semantic search APIs, SDKs, and integration patterns.
- Details capabilities including real-time index management, search (semantic, keyword, hybrid), and document lifecycle operations.
- Provides SDK method mappings for JavaScript and Python.
- Documents typical workflows: semantic search, hybrid search, offline/edge usage, and integration into voice agent frameworks (LiveKit, Pipecat).
- Lists authentication requirements, package installation commands, document schema, query parameters, and best practices.
- Summarizes supported embedding models, expected performance, and troubleshooting guidance.
Metadata
Frequently Asked Questions
What is moss?
Documentation and capabilities reference for Moss semantic search. Use for understanding Moss APIs, SDKs, and integration patterns. It is an AI Agent Skill for Claude Code / OpenClaw, with 869 downloads so far.
How do I install moss?
Run "/install moss-semantic" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is moss free?
Yes, moss is completely free (open-source). You can download, install and use it at no cost.
Which platforms does moss support?
moss is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created moss?
It is built and maintained by Keshav Arora (@coderomaster); the current version is v1.0.0.
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