AgentSkillsCN

ei-apply-flow-dryrun

为 Edge Impulse 项目生成优化与配置方案，并产出一次模拟部署的适用包（不涉及服务器端的任何变更）。

SKILL.md
--- frontmatter
name: ei-apply-flow-dryrun
description: "Generate optimization/configuration proposals for an Edge Impulse project and produce a dry-run apply pack (no server mutations)."
user-invocable: true

Apply Flow (Dry-Run Only)

Hard rule

Do NOT run any command that changes server state (no create/update/delete/train/apply). If the user requests a write action, stop and provide:

  • •a plan,
  • •the exact commands that would be executed,
  • •what the user should verify before running them.

Workflow

  1. •

    Identify the target project (read-only)

    • •list projects
    • •match by name/id
  2. •

    Snapshot current configuration (read-only where possible)

    • •export relevant JSON/config/state
    • •record timestamps and IDs
  3. •

    Propose changes

    • •rationale
    • •expected impact (accuracy vs latency vs memory)
    • •risks and rollback
  4. •

    Output a “Dry-Run Apply Pack”

    • •outputs/apply-dryrun/<project-id>/before.json
    • •outputs/apply-dryrun/<project-id>/proposed.json
    • •outputs/apply-dryrun/<project-id>/diff.md
    • •outputs/apply-dryrun/<project-id>/commands.sh (not executed)

Notes

This skill is intended to pair with tools that can read project configuration via the Studio API and the ei-agentic-claude CLI/MCP integration.