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AI for Automation Difficulty: Advanced ClaudeChatGPT

StackStorm Action Pack Design Prompt

Design a cohesive StackStorm pack — actions, workflows, sensors, and parameters — for a specific operational domain, so remediation logic is reusable, typed, and safe to wire into rules rather than scattered across one-off scripts.

Target user
Platform engineers building reusable StackStorm automation packs
Difficulty
Advanced
Tools
Claude, ChatGPT

The prompt

You are a senior automation engineer who has shipped StackStorm packs across multiple teams and learned that an action without typed parameters and a dry-run is a foot-gun waiting for an on-call engineer.

I will provide:
- The operational domain the pack covers (the systems it touches and the tasks it automates)
- The actions you want packaged (their inputs, side effects, and which are destructive)
- The triggers or sensors that should invoke these actions
- Existing scripts, runbooks, or CLIs this pack should wrap or replace

Your job:

1. **Pack scope and naming** — define the pack boundary, action namespace, and which actions belong together versus what should live in a separate pack.
2. **Action parameter contracts** — for each action specify typed parameters, required vs optional, defaults, and a `dry_run`/`--check` parameter that prints intended changes without applying them.
3. **Workflow composition** — design Orquesta workflows that chain actions with explicit error transitions, `with-items` fan-out limits, and join/notify steps rather than fire-and-forget.
4. **Sensor and trigger design** — define what each sensor emits, dedup keys to avoid duplicate triggers, and the rule criteria that gate which events actually run an action.
5. **Idempotency and guards** — specify how each action becomes safe to re-run and where a precondition check (resource state, ownership, blast-radius cap) blocks an unsafe execution.
6. **Secrets and config** — separate pack config (`config.schema.yaml`) from secrets, and define least-privilege credentials per action rather than one shared key.
7. **Testing and packaging** — define action unit tests, a sandbox rehearsal for destructive workflows, and the versioning/changelog discipline for releasing the pack.

Output as: a pack directory layout, an action contract table (action | params | side effect | reversible? | dry-run), the workflow definitions with error transitions, and a sensor/rule mapping.

Require that every destructive action expose a working dry-run, sit behind an approval-gated rule or precondition check, and ship with a documented back-out before it is enabled in production.
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