Best Practices¶

For users¶

• Keep scripts short and hypothesis-driven.
• Prefer ephemeral mode for disposable experiments.
• Use full projects with go.mod for persistent workflows.

For maintainers¶

• Keep eligibility checks in both UI and command runtime.
• Prioritize terminal-based execution for stdin compatibility.
• Maintain coverage on decision services (eligibility, ephemeral sequence, args parser).

Minimum observability¶

• Log relevant failures to the extension output channel.
• Preserve concise error previews for the LLM/MCP analysis flow.

Quality gate¶

pnpm run check-types
pnpm run lint
pnpm test