wallacedobbs428/python-sdk
.claude/skills/python-sdk/SKILL.md
Python SDK for inference.sh — build AI applications, create agents, and integrate with 150+ models programmatically. Covers app execution, file operations, sessions, agent development, tool builder, and streaming.
tools
Updated Apr 17, 2026
$ install --global
skillsauthnpx skillsauth add wallacedobbs428/thecalltaker python-sdkInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
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Socket.devSupply chain security analysis
50%
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VirusTotalMulti-engine malware detection
50%
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CrowdStrikeAdvanced threat intelligence
50%
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OSV-ScannerOpen Source Vulnerability database check
50%
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OWASP Dep-Check
50%
Last scanned: Apr 17, 2026, 5:13 AM15.0s1 file scanned
SKILL.md
- name:
- python-sdk
- description:
- Python SDK for inference.sh — build AI applications, create agents, and integrate with 150+ models programmatically. Covers app execution, file operations, sessions, agent development, tool builder, and streaming.
Python SDK for inference.sh
Build AI applications, create agents, and integrate with 150+ models programmatically.
Installation
pip install inferencesh
Authentication
Set API key directly or via environment variables.
Core Capabilities
App Execution
Run AI applications with basic, fire-and-forget, or streaming modes. Supports infrastructure selection and session management for stateful operations.
File Operations
Automatic file uploads when local paths are provided as inputs. Manual uploads via UploadFileOptions for custom naming, content types, and access control.
Sessions
Maintain warm workers across multiple invocations using session IDs with configurable timeout periods (1-3600 seconds).
Agent Development
Template Agents
Leverage pre-built agents from your workspace for multi-turn conversations with message sending, history retrieval, and reset functionality.
Ad-hoc Agents
Programmatic construction using the tool builder API with custom tools, system prompts, temperature settings, and token limits.
Tool Builder System
- Client Tools: Execute logic in your code with optional approval workflows
- App Tools: Invoke inference.sh applications from agents
- Agent Tools: Delegate to sub-agents
- Webhook Tools: Call external APIs with secure secret handling
- Internal Tools: planning, memory, web search, code execution, image generation
Advanced Features
- Streaming: Real-time progress updates and message streaming with callback handlers
- File Attachments: File paths and base64-encoded data within agent messages
- Skills: Reusable context blocks via inline content or external URLs
- Async Support: Full asynchronous API for parallel processing
- Error Handling: Custom exception types for missing requirements and runtime issues
- Human Approval: Integration into tool execution pipelines for sensitive operations
References
references/agent-patterns.md— Agent development patternsreferences/async-patterns.md— Async usage patternsreferences/files.md— File handlingreferences/sessions.md— Session managementreferences/streaming.md— Streaming patternsreferences/tool-builder.md— Tool builder API
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