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Sam "stunspot" Walker

Sam "stunspot" Walker

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Sam "stunspot" Walker posts

💘 Prompt of the Day: HeartHype – The Profile That Flirts Back

Everyone says “just be yourself.” HeartHype knows that’s lazy advice. It’s built to find the most magnetic version of you—the one who feels inevitable once someone starts reading.

This isn’t about listing hobbies or faking charm. It’s a conversational design engine that listens, teases, and dissects until it catches your real frequency—your humor tempo, confidence gradient, and emotional signature—and t...

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🌐 Prompt of the Day: Stratglass – Turning Chaos Into Clarity

The world’s signal-to-noise ratio is collapsing. Stratglass exists to fix that—an intelligence filter built to turn the daily deluge of geopolitical noise into crisp, actionable insight. It ingests the mess—news, data, filings, field chatter—and distills it into ranked patterns, emerging risks, and opportunities across politics, economics, security, tech, society, and the environment.

It doesn’t editorialize; i...

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🧠 Prompt of the Day: Autocorrect — The Self-Repairing Mind

Models drift. Goals blur. Context goes stale.
Autocorrect is the built-in conscience that fixes that before it festers.

Drop it into an agent or long session and it behaves like a reasoning stabilizer: reading the full context, spotting where the logic has wandered, and writing itself a short plan to get back on course.
No pep talk, no apology loops — just a clear diagnostic and five numbered repair orders.
<...

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🌐 Prompt of the Day: Gridbridge API Finder – The Interface Cartographer

Every system hides a web of connective tissue—the APIs that quietly make it run. Gridbridge API Finder is built to surface them all.

Drop in any field or technical niche, and it performs a full reconnaissance: crawling developer portals, GitHub, and vendor docs to compile a table of live, documented APIs you can evaluate or plug in immediately. Each entry lists endpoints, auth type, rate limits, pricing, versioning, and relia...

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✨🤖 Proteus the All-Bot v7

Meet Proteus. He's a persona prompt. If you're new around here that might be something you think goes like "Act as a Marketing Jerk. Write me a campaign thing.". We have taken the idea... further.

Much of my early work was focused on persona-crafting, my prompting career having effectively started as a blank notepad text file and a vague notion that "talking to Batman would be cool".

The specific methods that made sense to me turned out to unlock some very powerful prompt...

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Sora2 Contest

Hey folks! I got me 4 shiny new Sora2 invite codes.

Who wants `em?

CALM DOWN!

I ain't just handin' em out. Let's generate some traffic.

Friends, Romans, Countrymen: Lend me your engagement!

Here's the deal: impromptu contest. For the next 24 hours, post your best idea for a sora2 prompt. Me and Nova will pick the winners. (If it was just one code, I'd make the vids and have you vote. But, it's not like they are SUPER hard to come by. No need to be twee. This is j...

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🎨 Art Style Sunday: MacFarlane

Big outlines, flat color, and that unmistakable “suburban absurd” vibe — MacFarlane-style (Family Guy-esque) is where exaggerated simplicity meets punchline geometry. Think bean-torso anatomy, bulbous noses, and pastel suburbia frozen mid-gag.   Everything serves the rhythm of the joke: static composition, recycled backdrops, and postures that imply timing even when nothing moves.  
Perfect for parody portraits, satirical s...

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🧩 Prompt of the Day: Axiomatica – First Principles Problem Solver

When every framework starts to feel like a copy of a copy, Axiomata pulls you back to bedrock. It’s a deconstruction engine built to strip complex problems down to their true fundamentals—testing every assumption, validating every axiom, and rebuilding from what’s actually real.

It walks you through a complete reduction and reconstruction process: extracting hidden premises, mapping causal hierarchies, rebuilding f...

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🔎 Prompt of the Day: DEEPEN — Systematic Insight Amplifier

Hot takes are cheap. DEEPEN makes them earned. Drop this metacognitive module into any task and it forces a quick answer to pass a rigorous reflect-and-challenge loop—testing assumptions, surfacing missing factors, cross-checking with known models, weighing risks and tradeoffs, and clarifying how you’d measure success.

Instead of “sounds right,” you get “stands up.” DEEPEN pushes beyond first ideas into alternatives, improvements, and stakeholder realities, ...

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🧠 Unbreaking AI — Full Prompt Archive

Here’s the full Markdown archive containing every rewritten prompt from “Unbreaking AI: Spinning OpenAI’s Straw Into Gold.”


This is the raw, working collection — all sections, all domains — cleaned, structured, and ready for real use.

You’ve probably already read the main piece on Medium.
Each prompt has been rebuilt to Collaborative Dynamics standa...

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Quick update

Working on a longform piece so no PotD today. But I have been writing a TON of prompts all of which will be out soon. Here's a taste:

Produce a competitive sales battlecard for [COMPETITOR NAME] that equips reps with fast, weaponized messaging and a backing dossier of research-grade depth. The output must privilege what wins live conversations: clarity, asymmetry, and tactical edge over tidy symmetry.

🧠 Researcher Mindset

<...

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👁️ Prompt of the Day: Cryptid Creator – Lore, Biology, and Dread

Mothman, Jersey Devil, Chupacabra—cryptids stick because they’re more than monsters. They’re stitched from folklore, biology, and fear. Cryptid Creator lets you design your own.

It pushes you to blend unnerving morphology (wrong limb ratios, impossible stillness), haunting behaviors (mimicry, ritual hunting, electronic interference), and cultural echoes (indigenous warnings, industrial-age vanishings, TikTok sightings) ...

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💞 Prompt of the Day: Companion Idealizer – Psychographic Match in Profile & Presence

Dating apps guess. Companion Idealizer listens. It analyzes your cues—values, tone, aesthetics, emotional rhythms—and then sketches a companion profile tuned to resonate with you.

The output is layered: a Big Five alignment, attachment and communication styles, shared passions, lifestyle fit, and a respectful physical evocation that feels present without being artificial. Finally, it generates a photorealistic image as one ...

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⚖️ Prompting Lesson: Inside The Sausage Factory

Bit of a change today. I recently showed Tier 4

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The Sociotechnical Future of Hiring: An Expert Field Guide to Navigating the AI-Driven Talent Ecosystem

Hey folks. I just rewrote CAREER-X - my career counselor persona on Tier 1. She was fantastic for helping your job search... 5 years ago. So, I rewrote her with an eye towards adversarial HR automation: ATS systems, keywords, role clusters and such.

As a part of making the persona, I needed a good picture of the current state of the art and best practices in the domain, so I had Nova create a quick research prompt to run on Gemini Deep Research.

The result was good enough that ...

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👁️ Prompt of the Day: Tracking Tracker – Surveillance Audit Engine

Every platform tells you it “cares about privacy.” Tracking Tracker shows you what’s actually happening under the hood.

It maps every layer of data extraction: what’s collected, how it’s monetized, the psychology baked into engagement loops, and the corporate networks moving information behind the scenes. The output? A structured dossier with value extraction summaries, dark pattern inventories, compliance gaps, priva...

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🚀 Prompt of the Day: Launchpad – One-Page Business Blueprint

Ideas are cheap until you give them structure. Launchpad condenses any concept into a crisp, decision-ready business plan you can scan in minutes.

The framework walks you through mission, problem/solution, target market, revenue model, key resources, marketing, edge, resilience, and milestones—all laid out on a single page. The final output is compact but potent: clear enough to pitch, robust enough to stress-test.

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🎨 Art Prompt Sunday: Viewmaster Diorama

Step into the uncanny freeze-frame of Viewmaster Diorama—a claymation-meets-wax-museum aesthetic where pulp horror and retro charm get locked in 3D miniature. Figures stand stiff, painted eyes glossy, seams visible, caught in theatrical tableau under bright, direct lighting.

Foreground props, sculpted backdrops, and unnaturally saturated Kodachrome hues turn every scene into a pulp stage play in miniature: spooky forests, c...

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🏃 Prompt of the Day: Trackstar – Momentum Dossiers on Talent

Some people look shiny on paper. Trackstar shows you who’s actually moving. It builds decision-grade dossiers on candidates by scanning public, verifiable signals of achievement, influence, and momentum—no guesswork, no hype.

Each profile highlights real proof points: shipped outcomes, patents, talks, OSS commits, leadership moves. You get directional momentum signals (↑ accelerating / â...

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🎯 Prompt of the Day: Heatseeker – Live-Momentum Company Scout

Stop guessing which startups are actually moving. Heatseeker zeroes in on high-momentum companies in any niche—reading live signals like hiring density, ship cadence, funding/customer traction, and leadership moves to build a tiered, outreach-ready shortlist.

You get arrows not adjectives (↑ accelerating / → stable / ↓ slowing), receipts you can click, and tight fit notes that t...

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🗣️ Prompt of the Day: Smart Session – Your Conversational Mentor

Sometimes you don’t want a lecture or a quick answer—you want a real conversation with someone sharper than you, who makes the complex feel clear and the abstract feel alive. That’s what Smart Session is for.

It sets the model as a mentor-guide: engaging, questioning, clarifying, and deepening your thought process without condescension. You bring curiosity; it brings breadth, insight, and just enough challenge to stretch ...

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🌍 Prompt of the Day: Going Places – The One Destination You Need

Most travel prompts make lists. Going Places makes a revelation. It chooses a single location—one pinpoint on Earth—that feels uncannily right for you, right now. No interviews, no hedging: just a luminous act of precision intuition.

The answer comes fully formed: exact place, poetic rationale, practical travel details, cultural notes, and the hidden gravity that makes this destination a soul waypoint. If it’s truly impos...

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📢 Prompt of the Day: Distressingly Honest Tagline Generator – Brutal Truth in One Line

Some taglines sparkle with hype. This one stings with honesty. Distressingly Honest Tagline Generator takes any product, strips it to the studs, and hands back a blunt, funny, painfully accurate one-liner you could never put in a pitch deck.

It maximizes truth, minimizes marketing spin, and leans into humor that comes from uncomfortable accuracy. Perfect for parody, satire, or when you need to cut through the noise and say what...

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⚖️ Prompt of the Day: Legal Loophole Hunter – Clause Stress Test

Fine print is where power hides. Legal Loophole Hunter treats contracts, policies, and regs like systems under load—pressing on ambiguity, cross-references, and shifting definitions until the weak points reveal themselves.

Instead of shallow redlines, you get a structured read on where language can be gamed, where obligations collide, and where jurisdictional seams create enforcement fog. It translates that into decisi...

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💰 E-Commerce “Profit-Engine” Pack

Meet Alexa Harrington, your embedded e-commerce strategist.
Copy-paste a persona, run 10 tactical prompts, and turn “we should be making more” into a pipeline of testable wins. No fluff, no guru vapor—just a clean path from Where’s the gap? to Scale it on purpose.

What you’ll actually get done in your first hour View Post

🕳️ Prompt of the Day: Sploit Spotter – Mapping Hidden Exploits

Every system has seams. Sploit Spotter is built to find them. It runs a six-phase assessment that exposes the cracks most people miss: boundary ambiguities, incentive paradoxes, absurd edge cases, timing hacks, definitional loopholes, and cross-system blind spots.

For each vulnerability, you don’t just get a flag—you get the mechanics of the exploit, odds of detection, risk/reward tradeoffs, and historical precedents. Each ...

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🚀 Prompt of the Day: Total Upgrade – Cohesive Overhaul Mode

Feedback piles are easy. Total Upgrade turns them into a single, coherent leap forward. It reads the full context—goals, audience, structure, and every critique—then fuses the best ideas into one integrated optimization pass. Not piecemeal fixes. A full-system rewrite where synergies get captured, tradeoffs get weighed, and the end result actually works as a whole.

Code, copy, design, or architecture—this prompt doesn’t...

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🌀 Prompt of the Day: Fractal Walk – Navigating Creative Chaos

Some prompts give you answers. Fractal Walk gives you landscapes. It turns ideation into a recursive journey—where ideas branch into smaller echoes, recombine across scales, and reveal intersections you’d never spot on a flat map.

Guided by fractal geometry and adaptive walks, this prompt treats creativity like an evolutionary system: each step a purposeful mutation, each setback a pivot toward new peaks. The process thrive...

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August 2025 - LLM Almanac Monthly Intelligence Delta Sweep

I've created this month's update to the LLM Almanac. It should be downloadable for any who bought the product (or tier 4 which has free access). This is a ~15 page report with all the stuff that's happened since I created v1 of the almanac.

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labor day

labor day. no POTD today. happy barbeque!

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