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Agent Optimization Memo / Worked sample

Keep the workflow that already works

A good optimization decision can be to leave a competent baseline alone. Here is a complete, explicitly fictional example.

Fictional illustration · Recommendation: keep · No runtime trial · Sample content updated

The scenario

In this fictional scenario, an agent writes a short weekly project brief. Its existing contract requires sources, unresolved questions and a proposed next action. A new skill would add a plan, a second summary and a mandatory review stage on every brief.

The decision

Keep the current brief-writing workflow and skip the proposed always-on skill for now.

Applies when

You are considering an added agent skill but have not identified a recurring failure that the current workflow misses.

Skip when

A real, repeated failure or material review burden has already been documented; investigate that specific problem instead.

The illustrative checks

  • Fictional inspection: three illustrative briefs contain the required sources, uncertainties and next action. This is not an observed dataset.
  • Fictional inspection: no recurring missed requirement is identified in the scenario. Absence in this small illustration is not general proof of reliability.
  • Fictional comparison: the proposed skill adds repeated work but does not name a problem these checks show it would solve. No time or cost saving is calculated.

What the decision preserves

  • The existing declared brief contract remains satisfied in this hypothetical case.
  • Required authorization and source checks stay intact.
  • The decision has a specific reopening trigger rather than a permanent ban on improvement.

When to reopen

Reopen when an actual repeated failure or measurable owner-review burden is documented. Compare the smallest targeted change against the same competent baseline before expanding the workflow.

Limits

  • Every scenario observation is fictional. No real briefs, customer outcomes or agent trial were evaluated.
  • Keep is a bounded recommendation for this scenario, not proof that added structure is always wasteful.
  • The record establishes neither evidence truth nor permission to change a system.

Use Review a skill before adding it for your own task, or compare against the blank decision record. The sample record’s accept label describes its fictional review requirements; it does not authorize an installation.