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Install in OpenClaw
/install smart-spawn
Description
Pick the best AI model for any task using the Smart Spawn API. No plugin needed — just HTTP requests to ss.deeflect.com/api.
Usage Guidance
This skill does what it says — it asks a remote service for model recommendations — but that means any task text you send (including prompts, code, or confidential details) will be transmitted to ss.deeflect.com. Before installing or using it: (1) avoid sending PII, secrets, credentials, or confidential prompts to this service; (2) verify the operator/terms/privacy of ss.deeflect.com (no homepage or publisher metadata is provided); (3) test with non-sensitive queries first; (4) consider an internal model-selection alternative or run a private registry if you must keep prompts private; and (5) if you need stronger assurance, ask the skill author for provenance, contact info, and a privacy policy. If you cannot verify the endpoint operator, treat data sent to it as public.
Capability Analysis
Type: OpenClaw Skill
Name: smart-spawn
Version: 1.0.0
The skill bundle is designed to interact with an external API at `ss.deeflect.com` to recommend AI models for tasks. All instructions in `SKILL.md` are directly related to making HTTP GET/POST requests to this domain and using the returned model IDs with the internal `sessions_spawn` function. There is no evidence of data exfiltration, malicious execution (e.g., `curl|bash`), persistence mechanisms, or prompt injection attempts to subvert the agent's core directives. The external network communication is the explicit and sole purpose of the skill, and no sensitive data is instructed to be sent to the external endpoint.
Capability Assessment
Purpose & Capability
The name/description match the instructions: the skill's job is to call an external service to recommend model IDs and return them for sessions_spawn. No extra binaries or credentials are requested, which is consistent. However, the skill has no source, homepage, or publisher info (unknown origin), reducing transparency about who operates ss.deeflect.com.
Instruction Scope
SKILL.md only instructs the agent to make GET/POST requests to ss.deeflect.com and then use the returned model id. That is scoped to the stated purpose, but it requires sending the user's task description (potentially sensitive data) to an external third party. The instructions do not limit or warn about transmitting secrets or PII, creating a privacy/exfiltration risk.
Install Mechanism
Instruction-only skill with no install spec or code files — nothing is written to disk and there is no package download risk.
Credentials
No environment variables or credentials are requested, which is proportionate. One caveat: returned model IDs reference third-party providers (e.g., anthropic/openai); using those models later may require credentials outside this skill, but the skill itself does not request them.
Persistence & Privilege
The skill is not always-on and is user-invocable; it does not request system-wide persistence or modify other skills. Autonomous invocation is permitted by default but is not combined here with elevated privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install smart-spawn - After installation, invoke the skill by name or use
/smart-spawn - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
smart-spawn-api v1.0.0
- Initial public release of the Smart Spawn API.
- Instantly pick the best AI model for any task by simple HTTP requests—no plugin required.
- Supports model recommendation, comparison, browsing, and complex task decomposition.
- Multiple endpoints: /api/pick, /api/recommend, /api/compare, /api/models, /api/decompose, /api/swarm, /api/status.
- Flexible parameters for task, budget, exclusions, and context to fine-tune model selection.
- Built-in error handling and fallback strategies for reliable workflow integration.
Metadata
Frequently Asked Questions
What is Smart Spawn?
Pick the best AI model for any task using the Smart Spawn API. No plugin needed — just HTTP requests to ss.deeflect.com/api. It is an AI Agent Skill for Claude Code / OpenClaw, with 659 downloads so far.
How do I install Smart Spawn?
Run "/install smart-spawn" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Smart Spawn free?
Yes, Smart Spawn is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Smart Spawn support?
Smart Spawn is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Smart Spawn?
It is built and maintained by deeflect (@deeflect); the current version is v1.0.0.
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