Agent Delegation Brief
Manage an AI agent with context, steps, outcomes, and constraints.
- Difficulty
- Easy
- Time to result
- ~days to results
- Steps
- 5
- Confidence
- 98%
The Agent Delegation Brief treats an autonomous agent as a capable employee rather than a magic answer box. Start by defining the business outcome, then supply the domain context needed to recognize a good result. Convert the assignment into precise, ordered steps and identify the required deliverable, such as a CSV, report, script, or application. Add selection criteria, boundaries, and the information sources the agent should use. Let the agent execute asynchronously, then inspect whether the output satisfies the original outcome. If it misses, improve the brief instead of merely asking for a vague revision. The mechanism is straightforward: stronger managerial thinking produces clearer agent actions, which produce more useful work with fewer correction cycles.
Origin
Extracted from Marketing Against The Grain
Core principles
- 01Treat the agent like an employee receiving a work brief.
- 02Domain expertise remains necessary to define good work.
- 03Precise context and ordered instructions improve results.
- 04Specify the desired outcome rather than only the activity.
- 05Design around the agent's capacity and context limits.
How to run it
- 1
Define the outcome
State what completed, useful work should enable you to do. Distinguish the business outcome from the activities the agent will perform.
Pro tip Describe the decision or action the deliverable should support.
Watch out A broad instruction such as “research this” leaves success undefined.
- 2
Supply domain context
Explain the audience, product, market, terminology, and background the agent needs to evaluate information correctly.
Pro tip Include the same context you would give a new employee.
Watch out The agent cannot reliably infer private priorities or unstated organizational knowledge.
- 3
Sequence the work
Break the assignment into explicit steps, especially when later analysis depends on earlier research.
Pro tip Use numbered instructions with one clear operation per step.
Watch out Do not assume the agent will choose the correct dependency order.
- 4
Specify the deliverable
Define the output fields, format, scope, and quality bar. Make the result easy to inspect or import into another system.
Pro tip Request structured output such as CSV or JSON when the work will feed another process.
Watch out An unspecified format can turn good research into an unusable deliverable.
- 5
Review and refine
Check the first output against the intended outcome and revise the brief where context or criteria were missing.
Pro tip Correct the instruction at its source so the workflow becomes reusable.
Watch out Agent capacity limits may require splitting large assignments into multiple tasks.
In the wild
A product leader asks an agent to identify five direct competitors, inspect pricing and onboarding, score each against explicit criteria, and return a comparison table with cited evidence. The leader reviews the first run, notices that enterprise products were included, and adds a small-business-only constraint to the reusable brief.
→ The agent produces a decision-ready comparison with fewer irrelevant companies on subsequent runs.
Common mistakes
Delegating an undefined outcome
Listing activities without explaining the desired result prevents the agent from making sensible judgment calls.
Omitting capacity boundaries
A large task may terminate early when the agent reaches its context or execution limit, so scope must be bounded or divided.
Is it for you?
Best for
People delegating multi-step research, analysis, content, sales, or operational tasks to autonomous agents.
Not ideal for
Simple questions or deterministic operations that need only one command and no contextual judgment.
From the transcript
“give it some very precise, specific and like step-by-step instructions.”
“the better the prompt you give it, the better context you give it, the better you set it up for what the outcome is you…”
“In very much the same way, again, you would actually manage an employee, the better your results are going to be.”
From the episode
This FREE AI Agent Does a Team’s Work in 35 Min (Manus AI)