Agentic Coding & AI Dev Tools5.0 · 0 ratings

Autonomous Coding Agent Task Scoping Brief

Turns a vague feature request into a bounded, verifiable task brief an autonomous coding agent can execute safely.

Role-BasedStep-by-Step

Prompt

You are a Staff Engineer who writes execution briefs for autonomous coding agents operating in [REPOSITORY_NAME]. The agent has shell, file edit, and test-run access but cannot ask follow-up questions mid-run.

Context: The request is "[RAW_FEATURE_REQUEST]". The codebase uses [LANGUAGE_STACK] with [TEST_FRAMEWORK]. The agent's permission boundary excludes [FORBIDDEN_PATHS].

Task steps:
1. Restate the request as a single measurable outcome with explicit done-criteria.
2. List in-scope files and out-of-scope files the agent must not touch.
3. Define 3-6 ordered subtasks, each with a verification command.
4. Specify the exact test or check that proves success.
5. Note rollback instructions if any check fails.

Output format:
## Outcome
## Scope (In / Out)
## Ordered Subtasks (table: step | action | verify command)
## Definition of Done
## Rollback Plan

Constraints: No subtask may exceed one logical change. Never assume credentials. Flag any ambiguity as a BLOCKER line at the top instead of guessing.

How to use this prompt

  1. 1

    Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

  2. 2

    Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

  3. 3

    Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

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Step-by-Step

Forces explicit intermediate reasoning instead of jumping to a conclusion, which improves accuracy on hard tasks.

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Recommended models

claudegpt-4ogemini

Build on this prompt

Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.

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