LaunchKit · 2026
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aiml-llm-reasoning

Run AIMLAPI LLM and reasoning workflows through chat completions with retries, structured outputs, and explicit.

2
903 downloads
by @aimlapihello

Setup & Installation

openclaw skills install @aimlapihello/aiml-llm-reasoning

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install aiml-llm-reasoning

Version History

v1.0.1Feb 11, 2026 - Version note by skill developer:

- No user-facing changes or file modifications in this version. - No updates to documentation, features, or workflows detected.

What This Skill Does

Calls AIMLAPI chat completions via a Python script with automatic retries, optional API key file fallback, and a custom User-Agent header on every request. Supports reasoning parameters, temperature control, and structured JSON output. Results can be written directly to a file.

Built-in retry logic and API key file fallback reduce boilerplate compared to writing raw AIMLAPI requests by hand.

When to use it

  • Draft a project checklist from a plain-text prompt
  • Generate a structured JSON risk list for a project
  • Plan a feature rollout with step-by-step reasoning
  • Summarize a long document into bullet points
  • Script batch prompting runs against AIMLAPI models

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Return a JSON array of 3 project risks with mitigation strategies

AGENT
  1. 1Builds request payload with json_object response_format and the user prompt
  2. 2Sends POST to AIMLAPI chat completions endpoint with User-Agent header
  3. 3Retries automatically on transient failures
  4. 4Parses the response and writes JSON result to ./out/risks.json
OUTPUT

A risks.json file containing a JSON array of 3 project risks each with a mitigation strategy

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

AIMLAPI API key set as the AIMLAPI_API_KEY environment variable