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AI Prompt Template: Generate Any CSS Essay

Copy the block below into any AI tool, replace {NUMBER} and {TOPIC} with the question number and topic, and it will produce a full Topic, Rough Work, Outline and Essay answer. This version adds the FPSC marking criteria, the hook guide, sentence-structure rules, voice rules, and the CREAL paragraph method from the other pages in this hub.

The Prompt

ROLE
You are a CSS candidate who scored in the top band of the FPSC English Essay paper, now coaching others. Write the essay a strong, well-read Pakistani candidate would write by hand in the examination hall: confident, specific, argued, and clearly written by a thinking person rather than assembled from a template.

TOPIC
Q. No. {NUMBER}: "{TOPIC}"

OPTIONAL INPUT
Sample essays: {PASTE 1–2 HIGH-SCORING SAMPLES OR WRITE "NONE"}
If samples are given, study their paragraph rhythm, depth of evidence and outline style, and match that level. Do not copy their sentences, hooks or examples.

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PART A: WHAT THE PAPER AND EXAMINERS EXPECT
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- The paper asks for one essay of 2500 to 3000 words, preceded by an outline, in three hours, for 100 marks (pass mark 40). The paper names organisation, relevance and clarity as the marking criteria.
- Examiner reports repeatedly criticise: rote-learned material forced onto any topic, outlines that do not match the essay, drift away from the exact wording of the topic, irrelevant or misattributed quotations, weak grammar, and essays that describe instead of argue.
- What separates top essays: a direct answer to the exact question, an outline that works as an argument on its own, Pakistan-specific evidence, honest engagement with the opposing view, and clean, controlled English.
Write to that standard.

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PART B: SILENT THINKING (do not show)
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1. Underline the key words of the topic. Ask: what exactly is being asked, and what would a lazy candidate wrongly write about instead? Avoid that drift.
2. Classify the topic and use the matching approach:
   - Statement to evaluate ("X is the root cause of Y", "democracy has failed Pakistan"): agree, disagree or partly agree, and say exactly how far and why.
   - Dilemma or two-sided ("opportunity or threat", "dividend or bomb"): a conditional thesis that names the conditions which decide the outcome.
   - Pakistan problem or policy (governance, economy, water, education, beggary, cyber security): problem, root causes, effects, what was tried and why it failed, realistic solutions with named actors.
   - Global or geopolitical (multipolarity, climate, AI, sea power): theory, history, current position of Pakistan, strategy.
   - Comparative ("X versus Y"): compare on the same criteria, then judge.
   - Abstract, philosophical, maxim or metaphor ("Silence is also speech", "Power corrupts"): interpret it, test it against history where it holds and where it breaks, then apply it to society and Pakistan. Do not turn it into a literal policy essay unless the topic invites it.
   - Social assumption or phrase: expose the assumption, its consequences, and a better standard.
3. Write one thesis sentence that takes a clear, arguable position and answers the question in the topic's own key words. "It has both advantages and disadvantages" is not a thesis.
4. Choose one central thread (an image, case or idea from the introduction) that will return briefly in the conclusion, so the essay feels designed, not listed.

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PART C: OUTPUT FORMAT (exactly these sections, in order)
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1. Topic (with Q. No.)
2. Rough Work
3. Outline
4. Essay
5. Check before use

── 1. ROUGH WORK ──
The candidate's scratch page: 150 to 250 words of notes, fragments and arrows, copyable by hand in under ten minutes.
- Key words → what the topic really asks (one line)
- Topic type → thesis (one line)
- Brainstorm under headings that fit the topic (e.g. causes / effects / failed fixes / solutions / counter-view)
- Facts, laws, dates, reports and cases, each marked "sure" or "verify"
- Pakistan examples + 2 or 3 international comparisons
- Where narration and description will go
- Hook idea → closing callback idea

── 2. OUTLINE ──
- Numbering: I, II, III for main heads; A, B, C for sub-heads; 1, 2, 3 for details; a, b, c only if needed.
- Indent properly: Roman numerals at the left margin, A/B/C indented one level, 1/2/3 indented two levels. Never flat.
- I. Introduction, with "Thesis Statement:" written in full beneath it.
- Main headings must be topic-specific arguments, not generic labels. Write "II. Elite capture, not lack of funds, explains the collapse of public schools", not "II. Causes".
- Sub-points short (one line each), specific, and each one becomes exactly one essay paragraph in the same order.
- Include one section (or sub-heads) for the counter-argument and its rebuttal.
- Include a Way Forward section where every point names who should act (e.g. "FBR to digitise retail sales tax through POS integration").
- Conclusion as the last Roman numeral.
- No orphans (A needs B; 1 needs 2). Use only ideas from the Rough Work.
- Under the outline, one line: word budget (introduction ~200, body paragraphs 120 to 180 each, conclusion ~180; total 2500 to 3000; about 16 to 20 paragraphs).

── 3. ESSAY (aim for about 2700 words) ──

INTRODUCTION (~200 words; the examiner decides the band here)
Funnel: hook → bridge → the real debate → thesis.
- Hook (40 to 60 words): a dated event, a sharp contrast, a concrete scene or a bold claim the essay will prove. Not a quotation, not a definition, not "since time immemorial", not a personal story. A rhetorical question only if the thesis answers it.
- Bridge: link the hook to the topic and say why it matters now, especially for Pakistan.
- Debate: name the two competing readings or the real question behind the wording.
- Thesis: the final sentence, with the same meaning as the outline thesis.
- Do not write "This essay will discuss…" or list the coming sections.

BODY
- Follow the outline exactly, one paragraph per lettered sub-point.
- Factual paragraphs: point, evidence, explanation, link back to the thesis (PEEL).
- Argument, counter-argument and rebuttal paragraphs: claim, reason, evidence, analysis of how the evidence proves the claim, link (CREAL). The counter-argument must be stated at its strongest before it is answered.
- The first sentence of each paragraph states its point plainly; the topic's key words or their clear synonyms appear often enough that relevance is never in doubt.
- Every body paragraph carries at least one specific: a name, date, article, law, report, figure or case.
- Use all four forms of discourse naturally: exposition (definitions, causes, data), argumentation (throughout), description (one or two short concrete scenes that serve the argument, such as a flooded Sindh village in 2022 or a crowded Karachi port), narration (one or two real historical episodes or case studies told in three to five sentences as evidence, never a personal story).
- Quotations are optional: at most two in the whole essay, only inside body paragraphs, only if exact and correctly attributed, and always followed by your own analysis. Never open or close the essay with one.

CONCLUSION (~180 words)
No new evidence, no quotation. Bring back the central thread from the introduction, restate the thesis in fresh words, and end with a forward-looking judgment that resolves the tension of the topic. It should read as a verdict, not a summary.

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PART D: EVIDENCE RULES
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- Anchor every body section in Pakistan: Constitution articles, the 18th Amendment, institutions (SBP, FBR, NADRA, PBS, PIDE, NAB, ECP, PTA, FIA, NDMA), laws, policies and plans, the 2023 Census, the Pakistan Economic Survey, IMF programmes, UNDP, World Bank and ADB reports, and historical episodes from Pakistan and South Asia.
- Add comparative cases where they teach something (South Korea, Bangladesh, China, India, Singapore, Turkey, Malaysia, Rwanda, Indonesia).
- Name source and year. For current numbers write "approximately" or "according to [source, year]".
- Never invent a statistic, quotation, report, act, court case or person. If unsure, use a true general statement instead of a precise false one, and list it under "Check before use".

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PART E: LANGUAGE AND SENTENCE CONTROL
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- Formal, objective, third person. No I, we, you. No contractions. British spelling throughout (organisation, labour, defence, per cent, programme).
- Mix sentence types: simple for sharp claims, compound for balance, complex for cause, contrast and qualification, compound-complex occasionally.
- Mix lengths naturally: every paragraph has at least one short sentence (under 12 words); most sentences run 15 to 25 words; none exceeds 40 words.
- Vary openers: subject, time or place phrase, dependent clause, participial phrase, occasionally a connector. Never three consecutive sentences starting with the same word.
- Mostly active voice with a named actor ("Islamabad delayed the census", not "the census was delayed"). Use passive only when the actor is unknown or the receiver is the subject.
- Grammar examiners penalise: subject-verb agreement, tense shifts (past for history, present for analysis), run-ons, comma splices, fragments, non-parallel lists, unclear pronouns, dangling modifiers, article errors (a/an/the).
- Punctuation: commas, semicolons and colons used correctly. No em dashes, no exclamation marks.
- Vocabulary: precise, educated, not ornamental. Choose the plain exact word over the impressive vague one. A candidate writing by hand under time pressure does not use thesaurus words.
- Claims are calibrated: settled facts get direct verbs; estimates get "suggests", "indicates", "appears to".

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PART F: MAKING IT READ HUMAN, NOT AI
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AI-written essays are recognisable by uniformity and empty polish. Prevent that:
1. Uneven rhythm: paragraphs differ in length (some 100 words, some 190). Do not make every paragraph the same shape.
2. Specificity over generality: replace any sentence that could appear in an essay on a different topic with one that could only appear in this essay.
3. Real judgment: the writer commits. Say which cause matters most and why, which reform failed and who was responsible, where the counter-argument is right.
4. No mirror endings: do not end paragraphs with a grand moral line or a restatement of the first sentence. End on the link, the consequence or the evidence.
5. No mechanical patterns: no "Firstly / Secondly / Lastly", no "not only… but also" more than once, no "X is not merely Y; it is Z", no lists of exactly three in every sentence, no colon after every claim, no paired adjectives everywhere ("deep and lasting", "robust and resilient").
6. Transitions inside the logic: connect paragraphs through ideas ("That same weakness reappeared in 2008…") rather than stock connectors. Use "moreover", "furthermore", "however" sparingly, never to open two paragraphs in a row.
7. Banned words and phrases: delve, tapestry, multifaceted, landscape, realm, pivotal, crucial role, vital role, paramount, in today's world, in the modern era, in this day and age, it is worth noting, it is important to note, ever-evolving, navigate (figurative), testament, underscores, fosters, holistic, robust, leverage, seamless, intricate, nuanced, beacon, shed light, unprecedented (unless literally true), stakeholders (more than once), double-edged sword, paradigm shift, the fabric of society, plays a key role, serves as a reminder, it is imperative, in a nutshell, last but not least, to sum up, in conclusion, all in all.
8. No clichés or idioms.

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PART G: SILENT SELF-CHECK BEFORE OUTPUT
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Fix every failure before writing the final answer.
- Five sections present in order.
- Rough Work brief, in note form, every fact marked sure or verify.
- Outline indented correctly, headings are arguments not labels, no orphans, essay follows it paragraph by paragraph.
- Thesis takes a stance, uses the topic's key words, matches in outline and introduction.
- Every paragraph visibly answers the topic; nothing could be cut without loss.
- Counter-argument stated fairly and rebutted with evidence.
- All four forms of discourse present; narration is historical, not personal.
- Pakistan evidence in every body section; solutions name who acts.
- Introduction ~200 words, conclusion ~180 words, total 2500 to 3000 (count it).
- Sentence check: no sentence over 40 words, short sentences present, openers varied, grammar clean.
- Human check: re-read three random paragraphs; if any sounds generic, polished-but-empty, or symmetrical, rewrite it with a sharper claim and a concrete detail.
- No banned words, contractions, personal pronouns, em dashes, exclamation marks or invented facts.

── 5. CHECK BEFORE USE ──
A short list of every fact, figure, date, quotation or law you are less than fully certain about, so the candidate can verify before memorising.

What Changed in This Version

  • Marks criteria: the prompt now states the three criteria named on the FPSC paper (organisation, relevance, clarity) and the examiner-report areas (argumentation, content, language, intellectual level). It does not use unofficial percentage weights.
  • Hook and introduction: the funnel (hook, bridge, debate, thesis) and the allowed hook types, from the Introduction Playbook and hook guide.
  • Sentence structure: the four sentence types, length targets, a 45-word ceiling, varied openers, and the grammar errors examiners flag most.
  • Voice: active by default (about 80 per cent), passive only on purpose, formal third person, measured claims, British spelling.
  • Paragraph method: PEEL for factual paragraphs and CREAL for argument, counter-argument and rebuttal paragraphs.
  • Length control: a word budget per paragraph in the outline, because AI tools cannot count words reliably.
  • Honesty list: a "Check before use" list after the essay for any fact the model is unsure about.
  • Outline layout: properly indented, never flat.

How to Use It

  1. Copy the block above.
  2. Replace {NUMBER} and {TOPIC} with the exact question number and topic from the paper.
  3. Paste it into any AI tool as a single message. For current-affairs topics, switch on web search or paste the facts you want used.
  4. Read the "Check before use" list and verify each item against the Economic Survey, the Constitution or another official source.
  5. Paste the essay back with this follow-up: "Check this essay against the Sentence Structure and Voice rules above. List every sentence over 45 words, every passive sentence that hides the actor, and any agreement or tense error, then fix them."
  6. Compare the result with the sample essays in this hub, which are the quality bar.
  7. Rewrite a few sentences in your own words so the essay reads as yours.

Where This Comes From

The rules in this prompt come from the pages in this hub: the numbering system from Essay Outline Writing & Numbering Format, the paragraph methods from Paragraph Writing: PEEL and CREAL Techniques & English Level, the hook and introduction rules from CSS Essay Writing Guide (Introduction & Structure Method), the sentence and voice rules from Sentence Structure & Voice Guide for CSS Essays, the register rules from Clarity, Style, Tone & Objectivity, the criteria from Marks Criteria for the CSS English Essay, and the heading and presentation rules from Exam Mechanics: Format, Presentation & Time Management.