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Bring a real task. Leave with a clearer brief.

Use your examples and acceptance checks to improve what you ask next. No account is needed to prepare, copy or download a brief.

Working on code? Prepare reusable Claude Code and Codex instructions →

Build my context

Turn your goal, examples and constraints into a reusable brief.

Your text stays in this tab. Refresh clears it. Creating a brief makes no model call.

A portable context brief

This organises your instructions; it does not generate, score or verify an AI answer. Use the reviewed brief in your chosen tool.

Complete the fields or load an example to preview your brief.

Open Advanced Prompt Builder →

The next page is a separate workflow. Copy your reviewed brief first; these fields are not transferred automatically.

Give AI the context that changes the answer

  1. GoalA customer should understand the next step.
  2. ExampleShow one reply that worked and explain why.
  3. BoundaryUse supplied facts; flag missing details.
  4. CheckDoes the result answer the actual question?
Context brief: goal → evidence → constraints → acceptance. More background helps only when it changes a decision.

Turn vague feedback into a useful revision

  1. BeforeMake it better.
  2. ObservationThe answer promises an outcome we cannot support.
  3. RevisionRemove the guarantee; state the exercise and date.
  4. AfterA specific invitation checked against the supplied brief.
Illustrative before/after, not an observed model result. Describe the defect in the answer and the evidence a better version must preserve.

Choose a tool by the job you need done

  1. InputWhat material are you allowed to share?
  2. ActionWhich existing engine fits: Doctor, Adapter or Test Lab?
  3. OutputWhat file, reply or decision should you receive?
  4. ReviewCheck facts, formatting, limits and privacy.
A platform workflow is a chain of decisions. A product name alone is not a complete instruction.

Recover a project one checkpoint at a time

  1. OriginalPreserve the exact ZIP and checksum.
  2. BaselineIdentify setup blockers and reproduce one failure.
  3. RepairChange a bounded working copy; rerun protected checks.
  4. ExportReview the diff, evidence and remaining limitations.
Planned repair journey. Current Recovery maps and reports do not establish a working environment or an automatically repaired application.