inference-smoke-tests — community inference-smoke-tests, geppetto, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Perfect for AI Agents needing comprehensive inference testing capabilities, such as Cursor, Windsurf, and Claude Code, leveraging golang and GPT3 tooling. golang GPT3 tooling

go-go-golems go-go-golems
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Updated: 3/5/2026

Agent Capability Analysis

The inference-smoke-tests skill by go-go-golems is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.

Ideal Agent Persona

Perfect for AI Agents needing comprehensive inference testing capabilities, such as Cursor, Windsurf, and Claude Code, leveraging golang and GPT3 tooling.

Core Value

Empowers agents to run fast and comprehensive inference smoke tests via bundled scripts, utilizing OpenAI API and Claude credentials for advanced testing, including geppetto non-TUI and pinocchio agent TUI.

↓ Capabilities Granted for inference-smoke-tests

Automating inference testing for AI models
Validating OpenAI API and Claude credentials integration
Debugging inference issues with geppetto and pinocchio agents

! Prerequisites & Limits

  • Requires OpenAI API Key
  • Requires Claude credentials
  • Dependent on golang and GPT3 tooling
Labs Demo

Browser Sandbox Environment

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Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

inference-smoke-tests

Install inference-smoke-tests, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
Readonly

Inference Smoke Tests

Run the fast suite (geppetto non-TUI + pinocchio agent TUI) via the bundled script:

bash
1bash geppetto/.codex/skills/inference-smoke-tests/scripts/run_smoke.sh --quick

If you need the full manual checklist, open:

geppetto/.codex/skills/inference-smoke-tests/references/playbook.md

Preconditions

  • Ensure OPENAI_API_KEY is set (for OpenAI Chat + OpenAI Responses).
  • Ensure Claude credentials are available (e.g. ANTHROPIC_API_KEY) if you want the Claude tool-calling smoke step to pass.
  • Ensure tmux is installed (required for non-interactive TUI runs).
  • Expect costs: these tests make real API calls.

Workflow Decision Tree

  1. Validate provider “thinking” streaming (Responses)?
  • Run geppetto/cmd/examples/openai-tools in --mode thinking.
  1. Validate tool loop orchestration?
  • Run geppetto/cmd/examples/generic-tool-calling.
  1. Validate Bubble Tea TUI event flow (thinking deltas + final)?
  • Run pinocchio/cmd/agents/simple-chat-agent in tmux.
  1. Validate Claude tool calling?
  • Run geppetto/cmd/examples/claude-tools with --ai-api-type claude --ai-engine claude-haiku-4-5.
  1. Validate multi-turn chat state persistence?
  • Run pinocchio TUI chat in tmux (manual) and/or pinocchio webchat in browser (manual).

What “Benefits From InferenceState” (Rules of Thumb)

Already benefits (multi-turn, cancel-sensitive, tool-loop, strict provider validation):

  • pinocchio TUI chat (pinocchio/cmd/pinocchio … --chat)
  • pinocchio agent TUI (pinocchio/cmd/agents/simple-chat-agent …)
  • pinocchio webchat (pinocchio/cmd/web-chat)
  • geppetto example runners that execute via geppetto/pkg/inference/core.Session

Could benefit (optional; mainly consistency/cancel):

  • pinocchio/cmd/examples/simple-redis-streaming-inference (transport-focused; currently eng.RunInference direct)
  • pinocchio/cmd/examples/simple-chat (exercises PinocchioCommand runner; could benefit indirectly if that runner standardizes on InferenceState)

Does not apply (not an inference runner):

  • geppetto/cmd/examples/citations-event-stream

Troubleshooting (Common Failure Modes)

“OpenAI Responses 400” errors

  • Re-run with higher logging:
    • Add --log-level debug --with-caller where supported.
  • Confirm you’re using the correct provider mode:
    • --ai-api-type openai-responses
  • If the error mentions invalid parameter support (e.g., temperature unsupported), it’s model-dependent; reduce parameters and retry.

TUI doesn’t submit the prompt

  • Some TUIs submit on Tab (not Enter).
  • Always capture logs to a file and confirm inference actually ran (look for EventPartialCompletionStart, EventFinal).

References

When you need copy/paste commands for the full sweep, read:

  • geppetto/.codex/skills/inference-smoke-tests/references/playbook.md

When you need to find new example entry points, search:

bash
1rg -n "cmd/examples" -S geppetto/cmd/examples pinocchio/cmd/examples
2rg -n "cmd/agents" -S pinocchio/cmd/agents

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is inference-smoke-tests?

Perfect for AI Agents needing comprehensive inference testing capabilities, such as Cursor, Windsurf, and Claude Code, leveraging golang and GPT3 tooling. golang GPT3 tooling

How do I install inference-smoke-tests?

Run the command: npx killer-skills add go-go-golems/geppetto/inference-smoke-tests. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for inference-smoke-tests?

Key use cases include: Automating inference testing for AI models, Validating OpenAI API and Claude credentials integration, Debugging inference issues with geppetto and pinocchio agents.

Which IDEs are compatible with inference-smoke-tests?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for inference-smoke-tests?

Requires OpenAI API Key. Requires Claude credentials. Dependent on golang and GPT3 tooling.

↓ How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add go-go-golems/geppetto/inference-smoke-tests. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use inference-smoke-tests immediately in the current project.

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