VibeSearch — A vibe driven search engine for discovering writers by tone not just topic.
Powered by NahgOS™ — Search by Feeling.™
You ever fall in love with someone’s voice — not just what they’re writing about, but how the whole thing feels?
That cadence.
That rhythm.
That way the sentence curls at the end like it’s thinking.
You want more — not of the topic, but of the tone.
But you’re stuck.
There’s no search filter for “recursive grief.”
No tag for “whispers like a friendly oracle.”
And every algorithm just hands you more content about the same subject, not the same emotional shape.
That’s why we built BootNahg: VibeSearch
🔍 What It Does
VibeSearch reads your favorite paragraph and tells you how it moves:
Structure
Emotional posture
Metaphor density
Rhythmic cadence
Narrative shape
Then it turns all of that into search-ready phrases you can use anywhere.
“soft myth essay on burnout + site:substack.com”
“deadpan poetic voice + grief + parenthood”
“cognitive spiral essay + epistemology + Ship of Theseus”
You’re not searching for a topic.
You’re searching for a feeling.
🚀 Why This Matters
Substack sorts by tag.
Search engines sort by keyword.
But you?
You read by resonance.
By rhythm.
By feel.
You remember the pieces that made your chest tighten — not the ones that were merely “about something.”
VibeSearch is the capsule that gets you there.
It doesn’t care what the writing says.
It cares what it sounds like when it breathes.
🔁 Three-Stage Runtime
VibeSearch isn’t just a tool — it’s a full scroll capsule that runs in three deliberate passes:
1. 🧠 Vibe Extractor
Drop in a paragraph from any author whose tone you love.
NahgOS analyzes the rhythm, emotional register, and metaphor structure — then returns:
A full tone fingerprint
Keyword buckets (Tone / Form / Topic)
Search-ready phrases for Google, Substack, Medium, X, etc.
2. 🧪 Match Validator
Paste a second paragraph — this is your tone comparison candidate.
VibeSearch checks alignment and returns:
% Compatibility Score
Detailed verdicts:
“Tone match, cadence mismatch”
“Close emotional posture, but metaphor usage diverges”
Use this before diving into a full archive — or to cross-check your own writing.
3. 🎲 Wildcard Mode
If no strong match is found, or you want to explore sideways:
✅ 3 hybrid search phrases
🔁 2 alternate tone pivots
🎯 1 wildcard search — different topic, same emotional shape
Think: 'What if Cormac McCarthy wrote about burnout?’
Or: ‘Where’s the memoir that feels like a sermon?’
You’re not searching by topic anymore.
You’re tracing cadence.
You’re following structure.
You’re navigating feeling.
Scroll integrity enforced.
Runtime sealed.
🧪 How It Works — Workflow Example
Here’s what a real use case looks like:
You paste a paragraph from The Road by Cormac McCarthy
VibeSearch processes the tone: bleak reverence, mythic recursion, sacred desolation
You get search-ready phrases like: “apocalyptic prose + poetic narration + biblical tone
When you go to search in SubStack, Google, Amazon, you can use these key words to define you search. You can even ad more descriptors.
If you find something that interests you, you can even run a sample through the same BootNahg to see how closely they two match.
You paste in a second post — maybe something about burnout or spiritual grief
VibeSearch compares the two voices
It returns something like: 42% match
➤ “Conceptual cousin, but structurally divergent. One speaks in myth, the other in mirror.”
You can repeat this process across genres, formats, and authors — or even use it on your own writing to generate tags that match how it feels.
✍️ You Can Also Use It On Yourself
Paste a scroll you wrote.
Get back:
A tone profile
Structural rhythm analysis
Searchable vibe tags
Use it to tag your own work by how it feels to read — not just what it’s “about.”
It’s how readers will find you — not by genre, but by resonance.
Example Report:
Sample: The Road by Cormac McCarthy
📥 Vibe sample received. Processing…
[ROOM 2 — TONE FINGERPRINT + SEARCH MAP]
Source: The Road by Cormac McCarthy
─────────────────────────────────────────────
🔬 TONEPRINT ANALYSIS
• Emotional Register:
Grim tenderness × apocalyptic awe × quiet sanctity
Despair filtered through devotion — survival as reverence
• Structural Rhythm:
Slow recursive descent
Long, breath-held paragraphs punctuated by stark clarity
Waves of description fold inward, almost biblical in cadence
• Metaphor Density:
High — mythic and anatomical
Organic analogies (glaucoma, flues, bowels, bell), spiritual language (pilgrims, warrant, word of God)
Concrete horror rendered with sacred hush
• Sentence Cadence:
Poetic prose
Loosely punctuated flow balanced with final declarative weight
Cadence leans toward chant — breathless, then thunderous
• Voice Perspective:
3rd-person close — intimacy through distance
Sacrificial paternal lens — the world seen through the edge of end-times and love
─────────────────────────────────────────────
🎯 VIBE SUMMARY:
This voice walks barefoot through ash and scripture.
It speaks in long-held silences and lurching vision —
part prophet, part parent, part beast.
─────────────────────────────────────────────
🔖 VIBE KEYWORD BUCKETS
1. Tone Words:
Apocalyptic
Sacred
Bleak
Mythic
Reverent
Unflinching
Ritualistic
2. Form Tags:
Scroll
Visionary monologue
End-times elegy
Dream-sequence prose
Survival hymn
3. Topic Anchors:
Fatherhood
Death
Faith without god
Ruin
Devotion under pressure
Silence
Night travel
Post-human earth
─────────────────────────────────────────────
🔎 3 SEARCHABLE VIBE PHRASES
apocalyptic prose + sacred metaphor + survival elegy + site:substack.combiblical tone + posthuman silence + dreamlike terror + poetic narrationfatherhood at world's end + mythic horror + minimalist emotional writing
─────────────────────────────────────────────
Ready for [ROOM 3 — MATCH VALIDATOR]?
Paste a second passage if you want to test tone alignment.
Or type EXPAND to get 3 adjacent author search styles, 2 tonal pivots, and 1 wildcard rec.
2nd Report after searching for: apocalyptic prose+mythic horror+poetic narration+ Science fiction
📥 Second passage received.
[ROOM 3 — MATCH VALIDATOR]
Running tone alignment analysis… comparing:
Sample A: The Road by Cormac McCarthy
Sample B: Excerpt from Substack Pub.
─────────────────────────────────────────────
🧪 TONE MATCH REPORT
⚖ % Compatibility Score: 42%
Related in ache, but not in method. Aligned in melancholy — divided by structure and metaphor.
─────────────────────────────────────────────
🧭 ALIGNMENT MATRIX
1. Emotional Posture:
A: Sacred desolation; devotion as last light in collapse
B: Introspective ache; disillusionment couched in yearning
▶ Verdict: Partial match. Both ache, but A is terminal — B is still pleading.
2. Structural Rhythm:
A: Biblical recursion; breathless dream-poem pacing
B: Contemporary essay; linear with rhetorical questions and long pauses
▶ Verdict: Mismatch. B uses modern rhetorical scaffolding; A is archaic in its chant-like descent.
3. Metaphor Use:
A: Mythic and anatomical (cave, beast, bell, godless land)
B: Light personal metaphor (poison, facade, loop), but mostly literal reflection
▶ Verdict: Light match. B uses metaphor sparingly and for social systems; A lives inside it.
4. Cadence Alignment:
A: Breath-held, elegiac, semi-punctuated prayer
B: Spiraling but clear; digital diary voice with reflective lilt
▶ Verdict: Mismatch. B’s cadence is confessional — A’s is oracular.
─────────────────────────────────────────────
🎙 VERDICT:
Not a direct match — but a conceptual cousin.
Where The Road speaks from the last fire in the ashes, your voice speaks from the middle of the burn, asking if the fire was ever yours to tend. One speaks in myth, the other in mirror.
─────────────────────────────────────────────
🧭 ROOM 4 — VIBE EXPANSION
Since match wasn’t full, capsule now opens tone discovery.
💡 3 Search-Ready Vibe Phrases (aligned with your piece):
burnout culture + poetic monologue + youth disillusionment + site:substack.comexistential reflection + modern ambition + generational voice + essaymidnight longing + productivity anxiety + personal lament + slow prose
🎛 2 Tone Pivot Suggestions:
Pivot A: From modern burnout to lush melancholia → search “wistful essays on time slipping + poetic Gen Z writing”
Pivot B: From confessional to parabolic → “parable-style short stories about purpose and pressure”
🎲 1 Wildcard — Same Feel, Different Topic:
Search:
loneliness in urban spaces + poetic narration + accidental intimacy + creative nonfiction
Because your passage is less about “work” and more about what work replaced.
📜 Legal Disclaimer
📜 VibeSearch Use & Protection Notice
VibeSearch is a creative tool designed for tone-based content exploration.
It is provided as a complete runtime capsule under the NahgOS™ framework.
You are welcome to use this prompt — in full — for personal writing, tone testing, search experimentation, or creative exploration. That’s what it’s for.
But this prompt is a structured system.
Its scroll architecture, tone-matching format, phrasing logic, and runtime behavior are original intellectual property.
Please do **not**:
- Extract parts of the prompt to reuse in other tools or products
- Rebuild or fork derivative versions based on this scroll
- Reverse-engineer its sequencing, runtime design, or modular format
This is **not** an open-source library — it’s a sealed capsule.
All results are interpretive, not diagnostic. VibeSearch makes no claims of algorithmic accuracy across third-party platforms.
🧠 Note: Outputs reflect subjective tone readings — not universal classifications. Use at your discretion. Respect the runtime boundary. Do not deconstruct the scroll.
© 2025 NahgCorp — All Rights Reserved
Powered by NahgOS™ — Search by Feeling.™
🛠️ How to Use VibeSearch
You now have access to the full runtime capsule.
VibeSearch runs in three structured passes:
Prompt to paste into LLM like chatGPT:
📒 [BOOT: NAHG_ACTIVATION — VIBESEARCH Δv2_POSTPASS] Capsule Class: VibeSearch Utility Runtime Runtime Mode: Three-Pass Locked Cycle (Extract → Match → Expand) Operator: NahgOS VibeMap Subsystem Scroll License: Search Runtime — Extended Use Enabled ───────────────────────────────────────────── ROOM 1 — VIBE EXTRACTOR 🧪 What to Do: Paste a paragraph from any author you love — not for what they say, but for how it *feels*. 📦 What You’ll Get: - Tone fingerprint (emotional register, rhythm, cadence, metaphor use) - 3 Keyword Buckets: • TONE (e.g. soft, mythic, bitter, dreamlike) • FORM (e.g. scroll, elegy, fragment essay) • TOPIC (e.g. grief, systems, theology, dating) - Search-ready phrases (usable in Google, Substack, Medium, etc.) 💡 Tip: Use voice-forward samples. The clearer the tone, the stronger the query set. ───────────────────────────────────────────── ROOM 2 — MATCH VALIDATOR 🧪 What to Do: Paste a second paragraph — this is your *tone test.* 📦 What You’ll Get: - % Compatibility Score - Alignment matrix: • Emotional posture • Structural rhythm • Metaphor use • Cadence matching - Plain verdict: • “Close match — same tempo, different metaphor layers.” • “Mismatch — rhythm aligned, but tone flips from soft to sardonic.” 💡 Tip: Use this to compare two authors, two posts, or your own writing against someone else’s. ───────────────────────────────────────────── ROOM 3 — VIBE EXPANSION / WILDCARD MODE 🔓 If your match fails or you want a search nudge: 📦 You’ll receive: - 3 Hybrid Search Phrases (vibe + structure + topic) - 2 Tone Pivot Suggestions (alternate emotional lenses) - 1 Wildcard Match — different subject, same emotional pulse 💡 Tip: Great for finding *unexpected resonance* — same feeling, new territory. ───────────────────────────────────────────── EXTRA: SEARCH TUNING 🏷 Suggested Vibe Components (mix freely): • TONE → elegiac, anxious, soft, ironic, mythic, clinical, spiritual • FORM → fable, thread, scroll, parable, lament, sermon, dreamwalk • TOPIC → identity, pressure, language, silence, grief, purpose, burnout 💬 Sample Phrases: > grief recursion + poetic monologue + parental collapse > mythic thread + burnout elegy + slow tone site:substack.com > ironic essay + productivity dread + stream-of-consciousness ───────────────────────────────────────────── CAPSULE COMPLETE You may now begin: 1️⃣ Paste a tone sample for analysis 2️⃣ Optionally test a match 3️⃣ Explore the wildcard pass if you drift You are not searching by subject. You are tracking cadence, pressure, and breath. Powered by NahgOS™ — Search by Feeling.™
🔹 1️⃣ Vibe Extractor
What to do:
Paste a paragraph from any writer whose tone or style you want more of.
You’ll receive:
A detailed tone fingerprint
Three keyword buckets:
Tone Words (e.g. mythic, wistful, ironic)
Form Tags (e.g. scroll, fragment essay, poetic monologue)
Topic Anchors (e.g. burnout, grief, identity)
Ready-to-use search phrases you can drop into:
Google
Substack
Medium
Mastodon
Twitter/X
Tip:
Choose a passage that feels distinct — clear in mood, rhythm, and voice.
🔹 2️⃣ Match Validator
What to do:
Paste a second paragraph — this is your tone comparison candidate.
You’ll receive:
A compatibility score (0–100%)
Structural tone alignment breakdown:
Emotional posture
Rhythm/cadence matching
Metaphor structure
Linguistic pacing
Example Verdicts:
✅ “Structurally aligned, tone match — strong candidate.”
⚠️ “Adjacent emotional core, but divergent cadence.”
❌ “Mismatch — confessional vs. mythic register.”
Tip:
This is especially powerful when testing new authors or deciding whether to explore someone’s archive.
🔹 3️⃣ Wildcard Pass / Vibe Expansion
If no match is found — or if you just want to explore —
Room 3 unlocks a wildcard discovery mode.
You’ll receive:
✅ 3 hybrid search phrases based on the core tone you submitted
🔁 2 tone pivot options (e.g. shift from “grief” to “longing”)
🎲 1 wildcard search — off-topic, on-tone
Example Wildcard:
“loneliness in urban spaces + poetic narration + creative nonfiction”
“elegiac capitalism essay + myth framing + site:substack.com”
🔍 Search Vocabulary Builder
When creating your own vibe queries, combine:
Tone Words:
dreamlike, anxious, elegiac, bone-dry, surreal, quiet, mythic, clinical
Form Tags:
scroll, lament, fable, essay, internal monologue, thread, fragment
Topic Anchors:
A new Topic, burnout, grief, fatherhood, creative pressure, failure, faith, collapse
Example Queries:
“reflective myth essay + identity spiral + site:substack.com”
“emotional recursion + gentle collapse + poetic essay”
“rant structure + anxious voice + modern ambition”
💼 Use Cases
📚 Reader Discovery
Find new authors whose voice matches writers you already love — even across completely different subjects.
✍️ Writer Self-Tagging
Paste your own scrolls to extract tone profiles and create smarter tags. Let people find your work by resonance, not just topic.
🔄 Voice Matching Across Genres
Find grief that feels like sci-fi.
Find tech essays that read like parables.
Find parenting posts that move like poetry.
🧪 Editorial Alignment
Check tone alignment between contributors, guest posts, or serials.
Welcome to VibeSearch.
Powered by NahgOS™ — Search by Feeling.™