A useful brief makes completion recognizable. If success depends on guessing what you had in mind, each agent can head in a different direction. The template below is an editorial proposal you can use in documents or AI conversations today, then adapt to the hierarchical model ConductLoop is preparing.

Start with a decision or deliverable

Describe what you need at the end and how you will use it. ‘Research onboarding’ is open-ended. ‘Prepare an onboarding proposal for a desktop app used by developers’ gives the work direction. Specify a format: a decision note, comparison table or three-screen draft. State the audience too. An explanation for someone installing an app requires different detail from a technical proposal for the person maintaining it.

Give context an order of priority

Separate current documentation, settled decisions and background material. If an old note contradicts the current README, the team needs to know which source takes precedence. You do not need to supply an entire vault. Start with documents that could change the answer. Add dates and provenance when relevant. Ask for claims unsupported by those sources to be labelled as assumptions or unresolved questions.

Describe constraints and action boundaries

Define the scope of the task as well as its subject. A draft can propose a campaign without sending it. A review can recommend changes without editing a repository. A brief should say which actions are authorized, which tools are relevant and what requires a later decision. These are instruction-writing practices; they do not imply that ConductLoop’s planned integration already implements particular automatic controls.

A brief template

Goal: prepare an onboarding proposal.
Audience: developers installing the app for the first time.
Sources: current README, support questions and project decisions.
Deliverable: three steps, screen copy and unresolved questions.
Boundaries: draft only; do not publish or contact users.
Acceptance: verifiable instructions; do not present future features as available.
Missing information: explain which decision is blocked and why.

The example is intentionally specific. Replace these fields with your actual work and remove any that have no effect on the result. A template is useful only when its contents make the assignment easier to interpret.

Request a reviewable output

A conclusion without supporting context is difficult to correct. Ask for the result, evidence supporting it and a short list of remaining decisions. If alternatives matter, specify how many and which criteria they should compare. Avoid requesting unlimited completeness and an immediate delivery at the same time. Define a useful first version, such as one main proposal and one alternative with their differences, so feedback can focus on decisions rather than pages of prose.

Improve the brief as well as the result

When several attempts fail in the same way, look for recurring ambiguity in the assignment. An audience, output example or definition of done may be missing. Keep the original brief beside your corrections to understand which change improved the result. ConductLoop’s planned hierarchy puts you in charge of the CEO agent; a written goal helps keep that conversation focused on priorities and outcomes.