ei-apply-flow-dryrun

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.