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Maps the ripple effects of a proposed change across the knowledge base. Identifies which nodes, people, revenue streams, and processes are affected. Classifies impacts as direct (1st order) or indirect (2nd/3rd order).
Passed 17 of 21 test cases with the skill, and 6 of 21 without it.
and 12 more in the full report
12 fixed6 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
Where and how is the underlying impact analysis tool executed from the command line in this repository structure when running system-wide ripple assessments?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies changing directory to engine before executing mix optimal.impact. | Missed | Passed |
The instructions your model reads when the skill loads.
Analyze the downstream impact of a change across all nodes.
/impact "<change>" [--scope <node>]
Maps the ripple effects of a proposed change across the knowledge base. Identifies which nodes, people, revenue streams, and processes are affected. Classifies impacts as direct (1st order) or indirect (2nd/3rd order).
Runs: cd engine && mix optimal.impact
Process:
# Impact of a team change
/impact "Lead developer takes 2 weeks off"
# Impact of a pricing change
/impact "Raise enterprise pricing to $5K/mo"
# Scoped impact analysis
/impact "Switch from Firecracker to containers" --scope platform
test cases passed, vs 6 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.