SCPT

Systematic Contextual Prompting Technique (SCPT)

Transform your AI interactions from frustrating guesswork to precision execution with the Systematic Contextual Prompting Technique.

Learn SCPT Now

The Productivity Gap in AI Prompting

The Pain Today

Vague prompts like "Give me a marketing plan" consistently produce generic, fluffy outputs that require multiple revision cycles, wasting valuable time and diluting your original intent.

The core problem? Hidden context - your goals, constraints, and style preferences - remains trapped in your head, unavailable to the AI.

The SCPT Promise

Just 60 seconds of structured answers transforms your results, delivering 70-85% usable first drafts across all domains:

  • Marketing materials
  • Training documents
  • Business reports
  • Professional emails
  • Personal planning (fitness, travel)

What is SCPT?

A Structured Context Contract + Disciplined Iteration

Systematic Contextual Prompting Technique = 7 core answers (context contract) + a simple FLOW loop (Fire → Log → Optimize → Write-back).

1

Quality Formula

2

Critical Mindset Shift

You are NOT "asking a bot" — you are packaging an execution brief with complete context.

The 7 Core Questions

Use this pocket reference to transform your prompts from vague requests to structured execution briefs.

1

Identity

我/我们是谁 + 当前 1–2 个焦点？

Who are we and what are our 1-2 current focus areas?

2

Environment Change

触发变化/机会/风险？

What triggering change, opportunity, or risk prompted this?

3

Goals

可衡量结果（数字+日期）？

What measurable outcome (numbers + date) are we targeting?

4

Actors

谁决定 / 执行 / 需咨询 / 需知会？

Who approves, executes, must be consulted, or informed?

5

Methods & Exemplars

用什么套路 + 模仿谁的风格？

What frameworks to use + whose style to emulate?

6

Output Blueprint

期望结构（≤6 部分）？

What structure do you expect (≤6 sections)?

7

Safeguards & Evaluation

约束 / 风险 / 评分维度？

What constraints, risks, and scoring dimensions matter?

Understanding Each Core Question

Why each element matters and what happens when you skip it:

Your Reusable SCPT Template

Identity: _______________________________
Change: _______________________________
Goal (SMART): _______________________________
Actors (Approve / Do / Consult / Inform): A=__ D=__ C=__ I=__
Methods & Exemplars: Framework(s)=____ ; Style=____
Output Blueprint (≤6): 1 __ 2 __ 3 __ 4 __ 5 __ 6 __
Safeguards & Evaluation: 
  Constraints: _______________________________
  Rubric (3–5 dims + weights): _______________________________

Assembly Prompt Template

Copy this template, paste your filled variables, and run:

You are an internal assistant. Be concise, structured, and aligned with {{Style}}.

IDENTITY: {{Identity}}
CHANGE: {{Change}}
GOAL: {{Goal}}
ACTORS: Approver {{A}} | Do {{D}} | Consult {{C}} | Inform {{I}}
METHOD: Apply {{Frameworks}}. Emulate {{Style}} tone.
OUTPUT SECTIONS (exactly): {{Sec1}} | {{Sec2}} | {{Sec3}} | {{Sec4}} | {{Sec5}} | {{Sec6}}
CONSTRAINTS: {{Constraints}}
RUBRIC (optimize for): {{Dim1}}({{W1}}), {{Dim2}}({{W2}}), {{Dim3}}({{W3}}){{OptionalDims}}

TASK: Produce Draft v1 now. No extra sections. Use headings.

Work Example: Marketing Mini-Campaign

Filled Sheet (Condensed)

  • Identity: Mid-tier coffee chain; Q4 focus: increase new app sign-ups
  • Change: Rival launched autumn bundle causing sign-up dip (-2%)
  • Goal: +15% new sign-ups by Dec 31
  • Actors: A=Marketing Dir D=Brand Exec C=Finance I=Ops
  • Methods: AIDA + JTBD; Apple clarity tone
  • Output: Exec Summary | 3 Concept Territories | KPI Table | Test Plan | Risk | Next Steps
  • Safeguards: Budget ≤$50k; No deep price cuts; Rubric: Clarity(0.3) Fit(0.3) Actionability(0.4)

Result

First draft delivered all 6 structured sections; only the Test Plan needed expansion.

For iteration: "Improve ONLY Test Plan; add timeline & success thresholds; keep others identical."

Life Example: Personal Fitness Mini-Plan

Identity & Change

Office worker focused on reducing body fat while maintaining strength; recent travel disrupted routine causing 1.5kg regain

Goal & Actors

Reduce body fat 18%→15% by Nov 30; A/D=self, C=coach friend, I=partner

Methods & Output

Habit stacking + Progressive overload; tone: calm encouraging; Output: Weekly Schedule | Nutrition Principles | Progress Metrics | Habit Triggers | Risk Mitigation | Next Review

Safeguards & Outcome

Time ≤45 min/day; No crash diets; Rubric: Sustainability(0.4) Clarity(0.3) Feasibility(0.3); Plan usable immediately with only minor iteration for metrics

The FLOW Loop: Operational Discipline

Fire

Submit your assembled prompt with all context variables filled in

Log

Score each rubric dimension 1-5 (takes just 10 seconds)

Optimize

Ask for differential improvement on lowest dimension only

Write-back

Store improved sections + clarified variables into your sheet

Why This Works

The FLOW loop limits scope creep, converts tacit knowledge into reusable context, and compounds quality with each iteration.

Adoption Ladder & Next Action

Level 1 (Today)

Use 7 questions once per major task; reach ≤2 iterations

Level 2 (Week 2-3)

Maintain a living sheet; reuse Identity & Actors; iterate only Change & Goal

Level 3 (Month 2)

Maintain library of Output Blueprints & Diff prompts; share team pocket card

Metrics to Track

  • Average iterations → Target ≤1.8
  • Time to usable draft
  • Reuse rate of stored sections

Remember: Structured context first; drafting becomes acceleration, not guessing.

Diff Prompt Cheat Sheet

Use these ready-made templates to quickly improve specific aspects of your AI outputs.

General Diff

"Improve ONLY {{Section}} for {{Dimension}}. 
Keep wording of all other sections identical."

Depth Increase

"Add 2 data points & 1 example case inside {{Section}}; 
no new sections."

Tone Adjust

"Rephrase {{Section}} to be more {{ToneWord}} 
without adding length."

Compression

"Condense {{Section}} to ≤120 words; 
preserve all KPIs & deadlines."

Validation

"List any assumptions you made that are not in my sheet; 
ask 3 clarifying questions ranked by impact."
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