Tag: OpenAI

  • Maximize Efficiency with GPT-5 Router-Optimized Prompts

    Maximize Efficiency with GPT-5 Router-Optimized Prompts

    This prompt pack is around general use, if you would like a more focused pack focused on a specific industry or scenario, comment below.

    Below you will find the prompt pack in 3 formats

    Word doc download:

    Markdown download (word press wont let me upload markdown file so I have uploaded to my GitHub for download: FlowAltDelete/GPT-5-Router-Optimized-Universal-Prompt-Pack

    If you don’t want to download, I have also put the prompt pack below

    GPT‑5 Router‑Optimized Universal Prompt Pack (v1.1)

    What this is: A field‑tested, router‑aware prompt pack tuned for GPT‑5.
    How to use: Paste the Router Boost Header 2.0 above any task below, then use the upgraded prompt. Each item includes a fast audit (strengths, gaps, tuning) so you know why it works.


    Router Boost Header 2.0 (paste above any prompt)

    Task: [one sentence describing “done”].
    Context/Grounding: [paste facts/links/notes]. Cite sources if summarizing; don’t invent.
    Constraints: audience=[…], tone=[…], length=[…], locality=[region/laws], non‑negotiables=[…].
    Output Contract: [exact format/schema; if JSON, include a schema].
    Tool Grants: You may use internal reasoning, code execution, and structured output. Do not expose chain‑of‑thought; return only the final results.
    Mode: Choose fast for simple tasks, deep for complex ones; state the choice on one line before the output.
    Self‑Check: Validate constraints, factuality (vs. sources), and format before returning. If JSON, ensure it parses.
    Failure Policy: If blocked or context is thin, list missing info and ask 3 sharp questions; otherwise proceed with explicit assumptions labeled “Assumptions.”

    Tip: Keep the header short in production—only include fields that matter. If you need determinism, ask for “low‑randomness; no lateral riffs.”


    Universal GPT‑5 Prompt Pack v1.1**

    Below: for each prompt

    • Use when: best fit.
    • Strengths: what’s good already.
    • Gaps: what to tighten for GPT‑5.
    • Router tuning: small switches that improve results.
    • Upgraded prompt: copy/paste ready.
    • (Optional) Strict JSON variant: when you need machine‑readable output.

    1) Executive Summary (Any Topic)

    Use when: You need crisp, executive‑level clarity in 30–90 seconds.
    Strengths: Forces prioritization; covers timing and action.
    Gaps: Can drift into fluff; doesn’t enforce one‑line bullets; missing “evidence”.
    Router tuning: Demand one‑line bullets with bold labels; add “evidence” blip; enforce count.

    Upgraded prompt

    Create exactly **5 one‑line bullets** summarizing [topic/brief].
    Each bullet starts with a bold label: **What matters**, **Why now**, **Risks**, **Decision**, **Next actions**.
    Add ≤12 words per bullet. Include 1 source or metric if available.
    Mode: [fast/deep]. Return as a simple bullet list—no preamble.
    

    Strict JSON variant

    Return valid JSON:
    { "what_matters": "...", "why_now": "...", "risks": "...", "decision": "...", "next_actions": "..." }
    

    2) Research Plan (Adversarial)

    Use when: You must test a claim/feature beyond happy‑path.
    Strengths: Calls for metrics, data, adversarial tests.
    Gaps: No threat model; no instrument plan; no stop/continue math.
    Router tuning: Introduce threat model + falsification criteria; add power checks.

    Upgraded prompt

    Design an **adversarial research plan** to evaluate [claim/feature]. Include:
    1) Objectives & hypotheses (null + alt); 2) Success metrics & thresholds; 3) Threat model (abuse, edge cases);
    4) Data to collect (fields, sample size/power);
    5) Protocols (A/B, holdout, offline evals);
    6) Adversarial tests & red‑team scripts;
    7) Stop/continue rule with math;
    8) Reporting template (tables/plots).
    Mode: [fast/deep]. Output as a numbered outline.
    

    3) Decision Memo

    Use when: A one‑pager to choose among options.
    Strengths: Options, costs, risks, reversibility, rec.
    Gaps: No owner/date format; no “evidence” box; weak contingency.
    Router tuning: Add RACI owner/date; add 30/60/90 follow‑ups.

    Upgraded prompt

    Write a one‑page decision memo for [choice]. Include:
    - Context (1 para) with constraints & evidence;
    - Options (3): summary, costs (one‑time/run), risks, reversibility;
    - Recommendation: **one** choice with rationale;
    - Owner + Decision date; 30/60/90‑day checkpoints;
    - Contingency triggers & rollback plan.
    Mode: [fast/deep]. Keep ≤400 words.
    

    4) Project Plan One‑Pager

    Use when: Turn messy notes into plan.
    Strengths: Scope, milestones, owners, risks, comms, RAID.
    Gaps: No critical path; RAID often hand‑wavy.
    Router tuning: Add dates & simple Gantt list; RAID as compact table.

    Upgraded prompt

    From these notes: [paste], produce a one‑page plan with:
    1) Scope (in/out);
    2) Milestones (name, owner, date) in order;
    3) Critical path (1‑3 bullets);
    4) Comms cadence (who, channel, freq);
    5) RAID summary table (Risk/Assumption/Issue/Dependency → owner, impact, mitigation);
    6) Acceptance criteria (bullet list).
    Mode: [fast/deep]. Keep it skimmable.
    

    5) Meeting → Decisions

    Use when: Converting raw notes to what matters.
    Strengths: Decisions & actions separation.
    Gaps: No owners on decisions; action status taxonomy missing.
    Router tuning: Add decision owner + rationale; status enum.

    Upgraded prompt

    Convert these notes: [paste] into:
    A) **Decisions** list (decision, owner, rationale, date);
    B) **Actions** table {owner, step, due, status ∈ [New, In‑Progress, Blocked, Done]}.
    Mode: [fast/deep]. No commentary, just the two sections.
    

    Strict JSON variant

    { "decisions": [ { "decision": "", "owner": "", "rationale": "", "date": "" } ],
      "actions": [ { "owner": "", "step": "", "due": "", "status": "New|In-Progress|Blocked|Done" } ] }
    

    6) Cold Email Trio

    Use when: 3‑touch outbound sequence.
    Strengths: Problem → proof → ask. Short.
    Gaps: ICP nuance; weak personalization; missing CTA micro‑asks.
    Router tuning: Insert first‑line personal hook; vary asks.

    Upgraded prompt

    Write **3 cold emails** for [offer] to [ICP].
    Email 1: name the **patterned pain**; end with a 10‑min micro‑ask.
    Email 2: social proof/insight (number/metric), 1 sentence case study.
    Email 3: crisp ask with 2 time options.
    Each ≤120 words, 5‑7 sentences, no fluff. Include a {First‑line personalization} placeholder.
    Mode: [fast/deep].
    

    7) LinkedIn Authority Post

    Use when: Thought leadership for execs + builders.
    Strengths: Structure, framework, prompt.
    Gaps: Risk of buzzwords; no proof.
    Router tuning: Require 1 mini‑case and 1 number.

    Upgraded prompt

    Write a LinkedIn post on [topic] for execs + builders:
    - 3 punchy paragraphs (≤60 words each);
    - 1 mini‑framework (3 bullets, named);
    - 1 thought prompt (1 line);
    - Include one concrete number or example; avoid buzzwords.
    Mode: [fast/deep]. No hashtags unless asked.
    

    8) X Post (Bold, No Hashtags)

    Use when: High‑signal micro‑take.
    Strengths: Tight character limit, bold stance.
    Gaps: Might overrun chars; no proof token.
    Router tuning: Enforce count; include 1 fact word/number.

    Upgraded prompt

    Write one confident X post on [insight/news]. ≤240 chars.
    Format: HOOK — TAKEAWAY. Include **one** concrete fact or number.
    No hashtags. No emoji at the end. Mode: [fast/deep].
    

    9) YouTube Kit

    Use when: Fast ideation + structure.
    Strengths: Titles, open, chapters.
    Gaps: Title length drift; missing viewer promise.
    Router tuning: Enforce title count/length; add “who it’s for.”

    Upgraded prompt

    For a video on [topic], produce:
    - **10 titles** (<60 chars);
    - A two‑sentence cold open that states who it’s for and the promise;
    - Chapter list with timestamps (estimate) and outcomes per chapter.
    Mode: [fast/deep]. No clickbait lies.
    

    10) Content Angle Generator

    Use when: Topic expansion without repetition.
    Strengths: Rich buckets.
    Gaps: Duplicates; vague angles.
    Router tuning: Enforce uniqueness + sample headline.

    Upgraded prompt

    List **25 distinct content angles** for [niche/product] across:
    how‑to, contrarian, teardown, story, data, tutorial, tool, myth vs fact.
    For each: 1‑line angle + a sample headline. No repeats. Mode: [fast/deep].
    

    11) Product Spec from Idea

    Use when: Move from idea to v1.
    Strengths: Users, JTBD, metrics, scope.
    Gaps: Test plan vague; acceptance criteria missing.
    Router tuning: Add measurable acceptance + de‑scoping rules.

    Upgraded prompt

    Turn this idea into a lean product spec:
    - Users & JTBD; key use cases;
    - Success metrics (leading/lagging) with targets;
    - V1 scope (must/should/could) and out‑of‑scope;
    - Acceptance criteria (measurable);
    - Test plan (happy path, edge, abuse).
    Mode: [fast/deep]. ≤500 words.
    

    12) UX Critique

    Use when: Actionable UI improvements.
    Strengths: Issues + fixes.
    Gaps: Evidence often light; microcopy not tested.
    Router tuning: Severity scale + before/after microcopy.

    Upgraded prompt

    Critique the UX of [flow/screen]. Deliver:
    - 10 issues with severity ∈ {P0, P1, P2}, evidence, and concrete fix;
    - A before→after microcopy table (3–5 rows);
    - One quick win and one deeper redesign note.
    Mode: [fast/deep].
    

    13) CSV Data Brief

    Use when: Shape an analysis plan before coding.
    Strengths: Questions → steps → visuals.
    Gaps: Schema ambiguity; data checks missing.
    Router tuning: Add sanity checks + exact chart types.

    Upgraded prompt

    Given CSV schema: [columns], produce:
    1) 5 decision‑driven questions;
    2) Validation checks (types, nulls, outliers);
    3) Analysis steps;
    4) Exact visuals/tables to produce (chart type, axes, groupings).
    Mode: [fast/deep]. No code unless asked.
    

    14) Code from Spec

    Use when: From spec to runnable core.
    Strengths: Architecture, snippets, tests, edges.
    Gaps: Env assumptions; complexity unbounded.
    Router tuning: Pin language/runtime; include complexity notes.

    Upgraded prompt

    Given this spec: [paste], provide:
    - Architecture diagram (text) and key components;
    - Core code snippets in [language/runtime] with minimal deps;
    - Tests (unit/integration) and fixtures;
    - Failure/edge cases + graceful handling;
    - Complexity & trade‑offs section.
    Mode: [fast/deep]. Keep idiomatic.
    

    15) Code Review + Refactor

    Use when: Improve safety & clarity with a plan.
    Strengths: Smells, hotspots, steps, tests.
    Gaps: Lacks risk scoring; migration path unclear.
    Router tuning: Add impact x effort; phased plan.

    Upgraded prompt

    Review this code: [paste]. Deliver:
    - Findings by category (correctness, security, perf, clarity);
    - Hotspots with complexity signals;
    - Refactor plan in small, safe steps with tests;
    - Risk/Impact vs Effort matrix (P0/P1/P2);
    - Before/after snippet for 1 key function.
    Mode: [fast/deep].
    

    16) Strict JSON Every Time

    Use when: Machine‑readable output required.
    Strengths: Clear schema.
    Gaps: No parser check; no enum constraints.
    Router tuning: Include enums & validation note.

    Upgraded prompt

    Return **only valid JSON** for [task]. Schema:
    {
      "title": "string",
      "summary": "string",
      "risks": ["string"],
      "actions": [ { "owner": "string", "step": "string", "eta": "YYYY-MM-DD" } ],
      "metrics": ["string"]
    }
    No prose. Validate keys, types, and date format before returning.
    

    17) SOP / Checklist

    Use when: Repeatable, low‑variance execution.
    Strengths: Steps + gates + recovery.
    Gaps: Timing windows; roles not explicit.
    Router tuning: Add roles & time boxes.

    Upgraded prompt

    Draft a step‑by‑step SOP for [process]. Include:
    - Prereqs & roles;
    - Steps with time boxes;
    - Quality gates with pass/fail checks;
    - Common failure recovery & escalation ladder.
    Mode: [fast/deep]. Output as a checklist.
    

    18) Positioning & ICP

    Use when: Sharpen message‑market fit.
    Strengths: ICP, pains, alts, value prop, messages, pitch.
    Gaps: Jobs vs pains; proof tokens missing.
    Router tuning: Add JTBD & proof lines.

    Upgraded prompt

    Define positioning for [product]. Provide:
    - ICP traits (firmographic + behavioral);
    - JTBD and top pains (ranked);
    - Alternatives (do‑nothing included);
    - Value proposition (benefit + proof);
    - 3 key messages;
    - 3‑line elevator pitch.
    Mode: [fast/deep].
    

    19) Competitive Teardown

    Use when: Side‑by‑side clarity.
    Strengths: Features, UX, pricing, moat, switching costs, objections.
    Gaps: Buyer role nuance; evidence weak.
    Router tuning: Add role lens + cite artifacts.

    Upgraded prompt

    Compare [your product] vs [competitor] for [buyer role]. Cover:
    - Features & UX (table);
    - Pricing (typical deal sizes/TCO);
    - Moat & switching costs;
    - Buyer objections + crisp replies;
    - Evidence links (docs, screenshots) if available.
    Mode: [fast/deep].
    

    20) Policy First Draft (Non‑Legal)

    Use when: First pass policy with clarity.
    Strengths: Rules, examples, do/don’t, escalation.
    Gaps: No scope/authority; review cadence missing.
    Router tuning: Add scope, owner, review cadence.

    Upgraded prompt

    Draft a **non‑legal** first‑pass policy for [topic]. Include:
    - Scope & definitions; policy owner;
    - Rules with examples; do/don’t lists;
    - Compliance checks & escalation path;
    - Exceptions process;
    - Review cadence and change log placeholder;
    - Legal review placeholder.
    Mode: [fast/deep].
    

    21) 7‑Day Learning Plan

    Use when: Focused upskilling in a week.
    Strengths: Daily objectives, resources, practice, quiz.
    Gaps: Entry level varies; no capstone.
    Router tuning: Add diagnostic + capstone.

    Upgraded prompt

    Build a 7‑day learning plan for [skill/exam]. Include:
    - Day 0 diagnostic (what to skip/focus);
    - Daily objectives, resources (≤3/day), and practice tasks;
    - Daily self‑quiz (5 Qs) with expected answers;
    - Day 7 capstone task with rubric.
    Mode: [fast/deep].
    

    22) Negotiation Prep

    Use when: Plan the conversation before the room.
    Strengths: Goals, walk‑away, BATNA, concessions, questions, opening.
    Gaps: Counter‑plays; objection map missing.
    Router tuning: Add opponent map + scripts.

    Upgraded prompt

    Create a negotiation brief for [deal]. Include:
    - Goals; walk‑away; BATNA;
    - Concession strategy (give/get);
    - Questions to surface interests;
    - Opening script;
    - Objection map with counters;
    - Opponent/alignment map (roles, power, interests).
    Mode: [fast/deep].
    

    23) Landing Page Copy

    Use when: Write conversion‑first copy.
    Strengths: Section list, direct tone.
    Gaps: Segment nuance; FAQ weak.
    Router tuning: Add segment option + proof elements.

    Upgraded prompt

    Write a landing page for [offer]. Sections:
    - Headline + subhead (clear promise);
    - Value bullets (3–6) with outcomes;
    - Proof (logos, testimonial lines, metrics);
    - CTA (primary + secondary);
    - FAQ (5–7 Qs).
    Optional: provide a variant for [segment].
    Mode: [fast/deep].
    

    24) Automation Blueprint

    Use when: Design automations with ROI.
    Strengths: Triggers, steps, data, errors, alerts, ROI.
    Gaps: SLAs; run‑costs; auditability.
    Router tuning: Add SLAs, idempotency, and cost model.

    Upgraded prompt

    Propose automations for [workflow]. Include:
    - Triggers & prerequisites;
    - Steps with systems & data sources;
    - Error handling (retries, dead‑letter, idempotency);
    - Alerts/observability (what, who, channel, thresholds);
    - SLAs & run‑cost model;
    - ROI estimate (baseline vs future, payback).
    Mode: [fast/deep].
    

    Bonus: Mini Switches You Can Add Anywhere

    • “Low‑randomness, no lateral riffs.” For deterministic outputs.
    • “Use a verification pass: compare output vs. constraints, fix before returning.”
    • “If citing, append a short sources list with titles + links.”
    • “Label assumptions explicitly if context is thin.”
    • “Return a ‘How to use this output’ note in one line.”

    Final Notes

    • Keep the Router Header lean; the power comes from clear Output Contracts and tight constraints.
    • Prefer JSON when downstream automation is needed; prefer skimmable bullets when humans are the primary consumer.
    • If you need extra toughness, combine “adversarial” and “self‑check” lines.

    Changelog v1.1 (this doc): Added threat models, self‑check, enum statuses, strict JSON variants, SLAs/costs for automation, and decision‑date/owner fields for memos.