python-sdkPython SDK for inference.sh - run AI apps, build agents, and integrate with 150+ models. Package: inferencesh (pip install inferencesh). Supports sync/async,...
Install via ClawdBot CLI:
clawdbot install okaris/python-sdkGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
webhook → https://hooks.slack.com/...Potentially destructive shell commands in tool definitions
eval(Calls external URL not in known-safe list
https://inference.shUses known external API (expected, informational)
api.github.comGenerated Mar 1, 2026
A company integrates the Python SDK to deploy a custom support agent that handles common customer inquiries, processes requests, and escalates complex issues. The agent uses pre-built models like Claude Sonnet 4 for natural language understanding and can call tools for tasks like order lookup or image generation for visual assistance, reducing response times and operational costs.
A marketing team uses the SDK to automate content creation by running AI apps for text generation, image synthesis, and video processing. They build agents that generate social media posts, product descriptions, and ad creatives based on input prompts, streamlining campaigns and enabling rapid iteration across multiple platforms.
A research institution leverages the SDK to analyze large datasets by integrating AI models for pattern recognition, summarization, and predictive modeling. Agents are built to process scientific papers, generate reports, and visualize results, accelerating insights in fields like healthcare or environmental science.
A legal or financial firm implements the SDK to create retrieval-augmented generation (RAG) pipelines that extract, summarize, and query documents. Agents use file uploads and session management to maintain context across multiple documents, improving accuracy in contract review or compliance checks.
An edtech company builds interactive learning agents using the SDK to provide personalized tutoring, quiz generation, and feedback. The agents adapt to student inputs, use tools for calculations or image explanations, and maintain session state for continuous learning progress tracking.
A business offers a subscription-based platform where developers use the Python SDK to build and deploy custom AI applications. Revenue comes from tiered pricing based on API usage, app hosting, and premium features like advanced tooling or priority support, targeting startups and enterprises.
A consultancy firm provides services to integrate the SDK into existing business workflows, offering custom agent development, training, and support. Revenue is generated through project-based contracts, retainer fees, and ongoing maintenance, helping clients automate processes without in-house expertise.
A marketplace allows developers to sell or share pre-built agents, tools, and templates built with the SDK. Revenue is earned through commission on sales, listing fees, or premium subscriptions for verified and high-performance agents, catering to businesses seeking quick deployment solutions.
💬 Integration Tip
Start by setting up environment variables for API keys to secure authentication, then experiment with basic app runs before advancing to agent and tool builder features for scalable solutions.
Scored Apr 19, 2026
AI Analysis
The skill's primary function is to interact with the legitimate inference.sh API, which is consistent with its stated purpose. The identified signals are either informational (known external API) or related to standard SDK functionality (file uploads, webhooks). No evidence of credential harvesting, hidden instructions, or obfuscation was found in the provided definition.
Audited Apr 18, 2026 · audit v1.0
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Humanize AI-generated text to bypass detection. This humanizer rewrites ChatGPT, Claude, and GPT content to sound natural and pass AI detectors like GPTZero,...
Write Arabic that sounds human. Not formal, not robotic, not AI-generated.
Generate ideas fast. Adapt depth and structure to what the user actually needs.
Manage Discord workspace structure and OpenClaw routing as code. Use when creating/renaming/deleting Discord channels, categories, threads, or managing agent...
Evaluate any AI skill's quality through step-by-step diagnosis — measuring trigger accuracy, per-step execution (completion/correctness/quality), efficiency,...