Works with the AI tools you already use
AI Automation Change Impact Pack
by Kuan Ee Lau
Trace what a mid-project AI automation change affects before you commit scope, testing, acceptance, ownership, or support.
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See it in action
You say
Use examples/golden-input.json from the package. It is illustrative sanitized data, not reusable client evidence.
Your agent does
The exact golden run creates private-change-impact.md, test-acceptance-delta.md, impact-record.json, and client-decision.md. It traces the changed CRM integration through supplied downstream data, permission, retry, proof, acceptance, ownership, and support components. Its approve recommendation is a candidate human path, not granted approval or a changed-work test result.
What you get
About this skill
Compare one sanitized agreed automation baseline with one new change request. The pack deterministically traces direct targets and transitive dependents across triggers, integrations, data, permissions, exception/retry behavior, proof, acceptance, ownership, and support.
What you get
• A private change-impact report • A test-and-acceptance delta • A machine-readable JSON record • A separate client-safe decision page
Contradictions, missing evidence, unknowns, limitations, and support boundaries stay visible. The final approve, clarify, defer, or decline decision remains with a human.
Use cases
• A client asks to replace an integration after the baseline is agreed. • A field-map or permission change may affect downstream retry and acceptance paths. • An agency needs private technical analysis and a separate client-safe decision page without drafting a legal change order.
Known limitations
• Supplied sanitized evidence only; no live automation is inspected or executed. • Structured JSON input is required. • Optional exports, schedules, estimates, and test summaries remain untrusted. • No time, price, approval, test result, owner, or support promise is invented. • No legal drafting, compliance assurance, automatic client sending, or marketplace/production mutation. • Credentials, secrets, full customer datasets, regulated records, and unnecessary personal data are refused.
Sample input and output
Use examples/golden-input.json from the package. It is illustrative sanitized data, not reusable client evidence. The exact run creates private-change-impact.md, test-acceptance-delta.md, impact-record.json, and client-decision.md.
Changelog
- v1.1LatestJul 30, 2026
Updated skill file
- v1.0Jul 28, 2026
Initial release
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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