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Mistral Agents Orchestrator
by
Nissan Dookeran
· GitHub ↗
· v1.0.1
· MIT-0
374
Downloads
0
Stars
2
Active Installs
2
Versions
Install in OpenClaw
/install mistral-agents-orchestrator
Description
Multi-agent orchestration via Mistral's Agents API — register agents, manage conversations, delegate via handoffs, bind function calling tools. Use when buil...
Usage Guidance
This skill appears to implement the described Mistral multi-agent orchestrator, but the included Python code will also call ElevenLabs and Tavily if corresponding API keys are present and exposes FastAPI endpoints — none of which are fully declared in the skill metadata. Before installing: 1) Inspect the code (you already have it); confirm you trust the external services (ElevenLabs, Tavily) and the exact endpoints used. 2) Decide whether you want to provide ELEVENLABS_API_KEY and TAVILY_API_KEY; if not, ensure they are unset so those flows return errors rather than performing calls. 3) If you will run this skill in production, host it in an isolated environment with restricted outbound network policy and least-privilege API keys. 4) If you need stronger guarantees, ask the publisher to update the skill metadata and SKILL.md to list all required/optional env vars and external endpoints, and to document the fact it exposes HTTP endpoints. If you cannot confirm those changes or trust the external services, do not install in a sensitive environment.
Capability Analysis
Type: OpenClaw Skill
Name: mistral-agents-orchestrator
Version: 1.0.1
The skill bundle implements a legitimate multi-agent orchestration system for generating bedtime stories using Mistral, ElevenLabs, Tavily, and Gemini APIs. The code in `scripts/orchestrator.py` correctly manages API keys for outbound requests to these services, and the `SKILL.md` documentation accurately reflects the system's architecture and security considerations without any signs of malicious intent, data exfiltration, or unauthorized execution.
Capability Assessment
Purpose & Capability
Name/description focus on Mistral Agents API and multi-agent orchestration which matches most of the code. However, the code also integrates ElevenLabs (TTS/SFX/music) and Tavily (web search) — these cross-service tool integrations are not declared in the registry requires.env or in the SKILL.md's 'network' justification (which only mentions api.mistral.ai). Requesting only MISTRAL_API_KEY in metadata is incomplete given the code.
Instruction Scope
SKILL.md instructs using Mistral's Agents and Conversations APIs (coherent). The shipped Python implements an APIRouter (FastAPI) exposing endpoints (/api/agent/chat, /api/orchestrate) and performs outbound calls to ElevenLabs and Tavily. The SKILL.md does not clearly state the runtime exposes HTTP endpoints or that it will call external services beyond Mistral, giving the agent broad discretion not described in the manifest.
Install Mechanism
No install spec (instruction-only) is present; the skill includes source files but does not declare downloads or extracted archives. This is lower installation risk in terms of fetching arbitrary binaries.
Credentials
Registry metadata requires only MISTRAL_API_KEY, but the code reads ELEVENLABS_API_KEY and TAVILY_API_KEY and will call those services if present. Those additional credentials are not declared as required or optional in the skill metadata, which is disproportionate and opaque.
Persistence & Privilege
always is false and the skill does not request system config paths. However, the code can create agents on the Mistral platform and expose HTTP endpoints — this grants the skill persistent network interactions and the ability to perform API actions when MISTRAL_API_KEY (and optionally other keys) are present. Autonomous invocation is allowed (platform default) and increases blast radius if extra keys are provided.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install mistral-agents-orchestrator - After installation, invoke the skill by name or use
/mistral-agents-orchestrator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- Updated to version 1.0.1.
- Added detailed security_notes in metadata, clarifying the use of base64 encoding, UploadFile for document ingestion, and the meaning of "system prompt."
- No changes to functionality or code; documentation metadata improved for security transparency.
v1.0.0
Initial release of multi-agent orchestration via Mistral Agents API.
- Register and coordinate specialist agents using orchestrator-delegate patterns.
- Manage conversation context and agent handoffs seamlessly.
- Bind and use function calling tools within orchestrated conversations.
- Includes production-tested patterns, quickstart example, and security notes.
- Requires MISTRAL_API_KEY for Mistral platform integration.
Metadata
Frequently Asked Questions
What is Mistral Agents Orchestrator?
Multi-agent orchestration via Mistral's Agents API — register agents, manage conversations, delegate via handoffs, bind function calling tools. Use when buil... It is an AI Agent Skill for Claude Code / OpenClaw, with 374 downloads so far.
How do I install Mistral Agents Orchestrator?
Run "/install mistral-agents-orchestrator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Mistral Agents Orchestrator free?
Yes, Mistral Agents Orchestrator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Mistral Agents Orchestrator support?
Mistral Agents Orchestrator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Mistral Agents Orchestrator?
It is built and maintained by Nissan Dookeran (@nissan); the current version is v1.0.1.
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