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Works with the AI tools you already use
⏸️ Should This Be Automated?
Classify a consequential people-facing action as suitable for automation, revision, delay, human review, human delivery, or no automation.
$9
⏸️ Should This Be Automated?
Example session with this skill installed
A billing agent plans to publicly flag a disputed account and freeze access without an appeal path.
- Read your context and instructions
- Compiled the should this be
verdict: do_not_automate
confidence: limited
observations: [directly supplied facts]
alternative_explanations: [at least one]
recommended_action: reversible next step
human_review: explicit when stakes or authority require it
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Before an agent sends, rejects, suspends, accuses, publishes, or escalates, check whether a machine should be doing it at all. Should This Be Automated? gives agent developers, operations teams, support leaders, and policy owners before a people-facing action is automated. a bounded, structured review built around observable evidence, calibrated inference, alternative explanations, missing context, and stable verdicts. Its specific rubric covers irreversibility, vulnerability, power imbalance, appealability, factual dispute, recipient preference, public exposure. It refuses emotional-leverage optimization, diagnosis, protected-trait inference, retaliation, and non-consensual disclosure. High-stakes or irreversible cases receive an explicit human-review recommendation. The package performs no network request, publication, message delivery, purchase, account change, or claim to know another person's inner state.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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Verified clean 1 month ago
- Passed all security checks, Safe to install