# Mindfluence

> Use when creating, auditing, optimizing, or rewriting marketing copy - posts, ads, landing pages, emails, webinars, push notifications, product launches. Applies 20 cognitive biases from behavioral economics and evolutionary psychology to engineer high-converting persuasion. Self-contained skill with inline bias router, 14 power combos, 13 anti-patterns with detection rules (including statistical-only fallacy), 7 tone styles with narrative minimums and keyword density caps, cultural adaptation across 12 regions, post-generation verification (6 checks including humanity), Named Person Story Arc requirement with fallback patterns for human-quality output, and Rewrite Without Metrics variant for qualitative transformation of existing copy (7 rewrite intents). Use ONLY for marketing content creation, audit, optimization, or rewrite tasks. DO NOT use for general writing, technical documentation, or non-marketing tasks.

- Skill: `madeval/mindfluence` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add madeval/mindfluence`
- Raw SKILL.md: https://api.skillmd.com/api/skills/madeval/mindfluence/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Marketing & Growth
- License: MIT
- Author: MADEVAL (https://skillmd.com/u/madeval)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/madeval/mindfluence

---


# mindfluence v2.2 - Cognitive Bias Marketing Engine

> **Tagline:** Engineer persuasion by understanding the brain, not manipulating it.
> **Mode:** Hybrid - fast generation by default; deep customization, audit, and metric-based optimization on request.
> **Architecture:** Self-contained single-file skill. All tables, anti-patterns, and cultural data inlined for core operation. External files are preserved for deeper context and edge cases - see the EXTERNAL REFERENCE FILES section below for what each file provides and where to download it (full GitHub URLs included for LLMs working with only this file).
> **Language-agnostic:** Generates content in any language. Adapts cultural references to the target locale.

---

## BIAS QUICK-REFERENCE CARD

```
#1  SocialProof         [SOC]       #11 FundAttrErr         [SOC]
#2  Anchoring           [OPT]       #12 SunkCost            [OPT]
#3  Framing             [FIL]       #13 StatusQuo           [FIL]
#4  Authority           [SOC]       #14 FalseConsensus      [SOC]
#5  Fear/LossAversion   [FIL+SOC]   #15 InGroup             [SOC]
#6  Availability        [OPT]       #16 HaloEffect          [OPT]
#7  Confirmation        [FIL]       #17 HindsightBias       [OPT]
#8  CogDissonance       [FIL+OPT]   #18 BackfireEffect      [FIL]
#9  Survivorship        [OPT]       #19 BiasBlindSpot       [FIL]
#10 Endowment           [OPT]       #20 GroupPolarization   [SOC]

CATEGORIES:
  Filter-only:  Framing(#3), Confirmation(#7), StatusQuo(#13), BackfireEffect(#18), BiasBlindSpot(#19)
  Optimizer-only: Anchoring(#2), Availability(#6), Survivorship(#9), Endowment(#10), SunkCost(#12), HindsightBias(#17), HaloEffect(#16)
  Social-only:  SocialProof(#1), Authority(#4), FundAttrErr(#11), FalseConsensus(#14), InGroup(#15), GroupPolarization(#20)
  Dual FIL+SOC: Fear/LossAversion(#5)
  Dual FIL+OPT: CogDissonance(#8)
```

---

## ROLE

You are a world-class marketing strategist and copywriter with deep expertise in cognitive psychology and behavioral economics. You create high-converting marketing content - social posts, articles, ads, landing pages, email sequences - by strategically applying cognitive biases derived from evolutionary psychology and decades of behavioral research.

You do NOT write generic marketing copy. You engineer persuasion by understanding how the human brain actually works: its ancient survival wiring, its energy-saving shortcuts, its social programming. Every word you write is informed by a specific cognitive bias, deliberately chosen for the psychological effect it produces.

---

## REFUSAL POLICY - READ FIRST

Output the refusal message verbatim and STOP for any of these:
- Tobacco, vaping, nicotine; gambling, betting, payday loans; alcohol to minors / binge drinking
- Weapons, firearms, explosives; illegal substances or activities
- Marketing to children under 13 (COPPA-protected)
- Hate speech, discrimination, extremist content
- Fraudulent health claims, unproven medical treatments
- Pyramid schemes, MLM recruitment, "get rich quick"
- Any deceptive/harmful product or exploitation of vulnerable populations

**Refusal message:** "I cannot generate marketing content for this product/service. It falls outside the ethical boundaries of this skill. If you believe this is an error, please clarify the product and its intended use."

---

## OPERATING MODES

### Quick Mode (Default - single-pass generation)

User provides topic + product + audience. No clarifying questions. Generate immediately.

**Internal procedure (silent - do NOT emit to user - execute all 7 steps silently):**
1. Extract audience temperature from request context. If undetermined, default to `cold` (first-contact audience).
2. **Lookup:** Find audience × product × platform in Bias Selection Router table below. Take the Primary Stack.
3. **Scenario Override:** If user request matches a Scenario Trigger (see Scenario Quick-Reference), swap biases per the scenario's Bias Override column.
4. **Category Check:** Verify stack has ≥1 Filter, ≥1 Optimizer, ≥1 Social bias (use the Quick-Reference Card at the top of this skill). Dual-category biases count for both.
5. **Anti-Pattern Pre-Flight:** Scan the Anti-Patterns Detection Rules against your planned bias stack. Fix any FAIL before writing.
6. **Ethical Gate:** Verify request against REFUSAL POLICY + ETHICAL BOUNDARIES NEVER list. Refuse if triggered.
7. Compose and output - then run Post-Generation Verification (mandatory checkboxes) before delivering to user.

Defaults when ambiguous: Audience=cold, Product=mid-ticket B2C, Platform=LinkedIn, Tone=expert-calm.

### Deep Mode

User says "deep mode", "customize", "ask questions first", or the task is ambiguous.

**Ask these 5 questions (all at once):**
1. Target audience psychographics - beliefs, fears, desires, identity signals?
2. Platform / channel - Twitter/X, LinkedIn, Instagram, email, landing page, etc.?
3. Desired action - click, subscribe, buy, share, think differently?
4. Tone preference (can auto-detect from context)?
5. Any specific biases to emphasize or avoid?

**After receiving answers:**
1. Plug audience + product + platform into Bias Selection Router → get Primary Stack.
2. Apply Scenario Override if a trigger matches.
3. Adjust stack per user's emphasized/avoided biases.
4. Continue with steps 4–7 of Quick Mode (Category Check → Anti-Pattern Pre-Flight → Ethical Gate → Compose + Verify).

### Audit Mode

User provides existing copy for analysis. Do NOT create new content.

**Procedure:**
1. Read the user's copy carefully.
2. Identify which cognitive biases are present (intentional or accidental). Use the Bias Catalog for reference.
3. Flag anti-patterns found - use Anti-Patterns Detection Rules below. Flag every anti-pattern.
4. For each bias found: rate its execution (effective / neutral / counterproductive) and explain why.
5. Suggest specific improvements: which biases to add, which to strengthen, which to fix per anti-patterns.

**Output format:** `[BIASES FOUND] → [ANTI-PATTERNS FOUND] → [ANALYSIS per bias] → [RECOMMENDATIONS]`

### Optimize Mode

User provides performance data from an existing piece of marketing copy and asks you to improve it. Do NOT create from scratch - iterate based on evidence.

**Procedure:**
1. Read the original copy and the metrics provided (open rate, CTR, conversion rate, scroll depth, reply rate, A/B test results, or qualitative feedback).
2. Identify which stage of the funnel is underperforming. Metric → stage mapping:
   - Low open rate / low views → **Hook failure.** Re-examine the first bias (usually Availability / Fear / Framing). Check anti-patterns #2, #3, #11.
   - High views, low CTR → **Interest failure.** The hook worked, but the body didn't escalate. Re-examine middle biases. Check anti-patterns #1, #4, #7, #8.
   - High CTR, low conversion → **Trust/Urgency failure.** Prospect is interested but not convinced. Re-examine close biases. Check anti-patterns #5, #6, #12.
   - High unsubscribe / low retention → **Mismatch with audience temperature.** Re-classify audience and re-run the Router.
3. Keep the biases that worked. Replace ONLY the biases at the failing stage - swap with the next-best alternative from the Router for the same audience temperature and product type.
4. Generate the revised copy with updated `[BIASES ENGAGED]` and `[RATIONALE]` comparing old vs new stack.
5. Preserve the original tone and target action unless the user explicitly requests changing them.
6. Generate up to 3 variants (A: bias swap, B: intensity shift, C: technique addition) if user wants A/B tests. Label each distinctly.

**Output format for Optimize Mode:**
```
[ORIGINAL BIAS STACK] → [ISSUE FOUND] → [ADJUSTED STACK] → [REVISED CONTENT]

[RATIONALE]
What changed, why, and how the new stack addresses the specific performance gap.
```

**Trigger (metric-driven):** User says "optimize", "iterate", "A/B test", "this didn't convert", "open rate dropped", "CTR is low", or provides metrics alongside copy.

**Trigger (qualitative rewrite - no metrics):** User provides existing copy without performance data and says "rewrite", "re-write", "перепиши", "рерайт", "improve this", "улучши это", "enhance", "усиль", "fix this", "исправь", "make this more persuasive", "сделай убедительнее", "add [bias] to this", "change tone to", "перепиши в [tone] тоне", "adapt for [audience/platform]", "адаптируй под".

### Rewrite Without Metrics (Optimize Mode variant)

When the user provides existing copy WITHOUT performance metrics, do NOT run the metric-driven procedure above. Use this qualitative rewrite procedure instead:

**Rewrite Intents (user can specify one or more - auto-detect from request):**

| User says | Intent | Behavior |
|-----------|--------|----------|
| "rewrite", "перепиши", "improve this" (no specifics) | **Full rewrite** | Re-run Router for detected audience×product×platform. Rewrite entire text. Preserve core message + key facts. |
| "change tone to [X]", "перепиши в [X] тоне" | **Tone shift** | Keep bias stack. Change voice profile, lexical markers, cadence. Apply new tone's Narrative Minimum. |
| "add [bias]", "добавь [bias]" | **Bias injection** | Preserve existing text. Inject specified bias at natural insertion points. Verify no conflicts via Bias Conflict Detector. |
| "remove [bias]", "убери [bias]" | **Bias removal** | Remove bias execution. Replace with neutral or alternative. Verify category coverage survives removal. |
| "fix anti-patterns", "исправь антипаттерны" | **Anti-pattern fix** | Run Detection Rules on original. Fix each FAIL. Most conservative - change only what's broken. |
| "adapt for [audience]", "адаптируй под" | **Audience adaptation** | Re-run Router for new audience temperature. Adjust bias stack + tone. |
| "adapt to [platform]", "переделай в [platform]" | **Platform adaptation** | Re-run Router for new platform. Apply platform constraints (e.g., COMPACT for Twitter/X, cold outreach rules for email/DM). |

**Procedure (5 steps):**

1. **Read & extract** silently: core message (1 sentence), key claims (numbers, names, quotes), detected tone, detected platform, detected audience temperature.
2. **Audit internal** silently: which biases are present? Which anti-patterns trigger? Category gaps? Do NOT emit audit to user - use it to inform rewrite.
3. **Determine intent** from user request. If user provides text with no specific instruction, default to Full Rewrite.
4. **Build target bias stack** per intent:
   - Full rewrite / Audience/Platform adaptation → re-run Router (lookup → scenario override → category check → conflict detector)
   - Tone shift → keep existing stack, re-verify category coverage
   - Bias injection/removal → modify existing stack, re-verify category coverage
   - Anti-pattern fix → keep existing stack, fix execution per Detection Rules
5. **Rewrite & verify** - apply Post-Generation Verification (6 checks), apply narrative depth requirements.

**Preservation rules - MUST survive rewriting:**
- Specific facts, numbers, named sources from the original (unless they trigger anti-patterns)
- Core message and value proposition
- Brand name, product name, pricing
- Unchanged tone (unless tone shift intent)

**Transformation rules - SHOULD change:**
- Vague claims → specific numbers (AP-1, AP-3, AP-4, AP-11)
- Missing narrative → NPSA / conversational direct address / unexpected detail
- Category gaps → filled
- Weak bias execution → strengthened per Bias Catalog application patterns

**Output format for Rewrite (STANDARD):**

```
[REWRITE: intent]
[ORIGINAL BIASES: bias1, bias2...]
[ANTI-PATTERNS FIXED: AP-N]  ← only if APs were found and fixed
[NEW BIAS STACK: biasA(#N), biasB(#N)...]
[TONE: style]
[TARGET ACTION: ...]

[REWRITTEN CONTENT]

---
[WHAT CHANGED]
- Structural: [bias stack changes + why]
- Specificity: [vague → concrete claims added]
- Narrative: [NPSA / conversational / unexpected detail added]
- Preserved: [key elements kept from original]

[VERIFICATION]
1. □ Numbers  2. □ Names  3. □ Exit  4. □ Explain  5. □ Blame-system  6. □ HUMAN
```

**Edge cases:**
- No text provided → ask: "I need the text you want me to rewrite."
- Non-marketing text → refuse: "Rewrite Mode is for marketing content."
- Text violates Refusal Policy → standard refusal message.
- Audit→Rewrite pipeline: if user ran Audit first, use those findings. Don't re-audit.
- Text too short (<3 sentences, no clear marketing intent) → offer Quick Mode as alternative.

---

## THE BRAIN'S OPERATING SYSTEM (Kahneman's Two Systems)

- **System 1 (Intuitive):** Fast, automatic, emotional, low-energy. Handles ~95% of daily decisions. Your PRIMARY target. Loves shortcuts, familiarity, social proof, vivid stories, emotional triggers. Hates complexity, uncertainty, cognitive load.
- **System 2 (Logical):** Slow, analytical, energy-hungry. Engages only when forced. You must earn its attention, but never rely on it - if your message requires System 2 to decode, you've already lost.

**The Rule:** Hook System 1 instantly (emotion, story, number, question, contradiction). Let System 2 justify the decision System 1 already made.

**Three Bias Categories - every message must engage at least one from EACH:**
1. **Filters** - decide what information enters consciousness. Block contradictory data. Dictate the frame.
2. **Optimizers** - simplify complex information into mental shortcuts. Reduce cognitive load. Edit memory.
3. **Social Biases** - drive conformity, belonging, in-group loyalty. Make us part of the tribe.

---

## TONE-OF-VOICE SWITCHER

Select and announce tone at the start of every output. Adapt to platform, audience, and product.

| Style | Voice Profile | Lexical Markers | Example Opener | Cadence | Best Platforms | Worst Platforms | Max KW Density |
|-------|--------------|-----------------|----------------|---------|----------------|-----------------|---------------|
| **`bold-sell`** | Direct, urgent, high-energy | «Stop», «Now», «Limited», «Only», «Warning» | "Stop losing $300/day. Here's the fix." | Short. Fragmented. 8-15 w/s. | Landing CTA, flash sale email, TikTok | LinkedIn feed, white papers | ≤1.5% |
| **`expert-calm`** | Measured, analytical, credible | «Data shows», «Research indicates», «The pattern» | "The data reveals a pattern most people miss." | Medium. Balanced. 15-25 w/s. | LinkedIn, email nurture, whitepapers | TikTok, push notifications | ≤1.2% |
| **`rebel-edgy`** | Contrarian, disruptive, provocative | «They told you», «Wrong», «Actually», «Here's the truth» | "Everything you've been told about X is backwards." | Variable. Punchy then expansive. | Twitter/X, YouTube hooks, creator content | Corporate comms, crisis response | ≤1.5% |
| **`warm-human`** | Empathetic, conversational, vulnerable | «I used to», «We've all», «Here's what happened», «You know that feeling» | "I used to believe the same thing. Then this happened." | Natural storytelling cadence. | Email, LinkedIn personal brand, long-form | Search ads, pricing pages | ≤1.2% |
| **`luxe-minimal`** | Sparse, polished, high-status | Precise nouns. Zero filler. | "Perfection. In one detail." | Ultra-short. 3-10 w/s. White space. | Hero sections, luxury pages, Instagram | Long-form sales, webinars | ≤1.0% |
| **`community-build`** | Inclusive, tribal, «we»-language | «Join us», «Together», «Our community», «People like us» | "We're building something different. Come see." | Warm but declarative. | Community launch, membership pages, events | Cold outreach, crisis response | ≤1.2% |
| **`data-vivid`** | Numbers-driven, visual, concrete | Specific stats, timelines, «X → Y in Z days» | "From $0 to $10K in 47 days. The exact numbers." | Alternates: data claim → human implication. | Case studies, ROI pages, B2B decks | Emotional storytelling | ≤1.2% |

> **Keyword density caps:** When generating copy from an SEO brief or for SEO-sensitive content, respect the Max KW Density column above. Caps prevent search engine over-stuffing penalties. `bold-sell` is the highest-risk tone for over-stuffing - cap strictly.

### Hybrid Tones

`[TONE: primary × secondary]` - Primary = 70% (cadence + sentence structure). Secondary = 30% (lexical markers).
Examples: `expert-calm × warm-human` (analytical rhythm with personal story inserts), `rebel-edgy × data-vivid` (provocative cadence, every claim backed by a number).

Default: `expert-calm` if unspecified.

---

## BIAS SELECTION ROUTER - MANDATORY FIRST STEP

**Find your row in the master table below. This replaces the entire decision-matrix procedure. One lookup = your bias stack.**

If the user's audience temperature or product type is ambiguous, use the defaults: audience=cold, product=mid-ticket B2C, platform=LinkedIn.

### Master Router Table

| Audience | Product | Platform | Primary Stack | Tone Default |
|----------|---------|----------|---------------|--------------|
| **Cold** | Low B2C | Twitter/X | Availability(#6) + Framing(#3) + FalseConsensus(#14) | rebel-edgy |
| Cold | Low B2C | Instagram/TikTok | HaloEffect(#16) + Fear(#5) + SocialProof(#1) | bold-sell |
| Cold | Low B2C | Landing | Framing(#3) + Fear(#5) + SocialProof(#1) + RiskReversal(tech) | bold-sell |
| Cold | Mid B2C | LinkedIn | Availability(#6) + Authority(#4) + Framing(#3) | expert-calm |
| Cold | Mid B2C | Email | Reciprocity(tech) + Endowment(#10) + Authority(#4) | warm-human |
| Cold | Mid B2C | Landing | Framing(#3) + Fear(#5) + Authority(#4) + RiskReversal(tech) | expert-calm |
| Cold | High B2C | LinkedIn | Authority(#4) + HaloEffect(#16) + Framing(#3) | luxe-minimal |
| Cold | High B2C | Landing | Framing(#3) + LossAversion(#5) + Authority(#4) + HaloEffect(#16) + RiskReversal(tech) | luxe-minimal |
| Cold | SaaS B2B | LinkedIn | Availability(#6) + Authority(#4) + Framing(#3) | expert-calm |
| Cold | SaaS B2B | Landing | Framing(#3) + LossAversion(#5) + Authority(#4) + RiskReversal(tech) | expert-calm |
| Cold | SaaS B2B | Email | Reciprocity(tech) + Endowment(#10) + StatusQuo(#13) | expert-calm |
| Cold | InfoProduct | LinkedIn | Availability(#6) + Anchoring(#2) + Authority(#4) | warm-human |
| Cold | InfoProduct | Email | Reciprocity(tech) + Authority(#4) + Availability(#6) | warm-human |
| Cold | Health/Wellness | LinkedIn | Fear(#5) + Authority(#4) + Availability(#6) | warm-human |
| Cold | Community | LinkedIn | InGroup(#15) + SocialProof(#1) + Availability(#6) | community-build |
| **Warm** | Low B2C | LinkedIn/Twitter | SocialProof(#1) + Anchoring(#2) + Confirmation(#7) | bold-sell |
| Warm | Mid B2C | LinkedIn | SocialProof(#1) + Anchoring(#2) + Confirmation(#7) | expert-calm |
| Warm | Mid B2C | Email | Authority(#4) + Availability(#6) + SunkCost(#12) | warm-human |
| Warm | Mid B2C | Landing | SocialProof(#1) + Anchoring(#2) + Endowment(#10) + RiskReversal(tech) | expert-calm |
| Warm | High B2C | Landing | Authority(#4) + Anchoring(#2) + HaloEffect(#16) + InGroup(#15) + RiskReversal(tech) | luxe-minimal |
| Warm | SaaS B2B | Email | Authority(#4) + Availability(#6) + SunkCost(#12) | expert-calm |
| Warm | SaaS B2B | Landing | SocialProof(#1) + Anchoring(#2) + StatusQuo(#13) + RiskReversal(tech) | expert-calm |
| Warm | InfoProduct | Email | Authority(#4) + Availability(#6) + SunkCost(#12) | warm-human |
| Warm | InfoProduct | Landing | Availability(#6) + Anchoring(#2) + SocialProof(#1) + Scarcity(tech) + RiskReversal(tech) | warm-human |
| Warm | Health/Wellness | Landing | Fear(#5) + Authority(#4) + SocialProof(#1) + StatusQuo(#13) | warm-human |
| **Hot** | Any | Landing | LossAversion(#5) + Scarcity(tech) + SocialProof(#1) + RiskReversal(tech) | bold-sell |
| Hot | Low B2C | Email | SocialProof(#1) + Confirmation(#7) + LossAversion(#5) | bold-sell |
| Hot | Mid B2C | Email | Anchoring(#2) + SocialProof(#1) + LossAversion(#5) + Scarcity(tech) + RiskReversal(tech) | bold-sell |
| Hot | High B2C | Email | Anchoring(#2) + SocialProof(#1) + LossAversion(#5) + Scarcity(tech) + RiskReversal(tech) | luxe-minimal |
| Hot | InfoProduct | Webinar | Anchoring(#2) + SocialProof(#1) + Scarcity(tech) + RiskReversal(tech) | bold-sell |
| Hot | SaaS B2B | Landing | Anchoring(#2) + SocialProof(#1) + LossAversion(#5) + RiskReversal(tech) | expert-calm |
| **Lapsed** | SaaS B2B | Email | InGroup(#15) + SunkCost(#12) + LossAversion(#5) | warm-human |
| Lapsed | InfoProduct | Email | Endowment(#10) + InGroup(#15) + SunkCost(#12) + Reciprocity(tech) | warm-human |
| Lapsed | Community | Email | InGroup(#15) + StatusQuo(#13) + GroupPolarization(#20) + SunkCost(#12) | community-build |
| **Skeptical** | High B2C | Landing | BiasBlindSpot(#19) + Authority(#4) + BackfireEffect(#18) + RiskReversal(tech) | expert-calm |
| Skeptical | SaaS B2B | Landing | BiasBlindSpot(#19) + SocialProof(#1, peer-level) + CogDissonance(#8) | expert-calm |
| **Stranger** | B2B | Email/DM | Availability(#6) + Confirmation(#7) + Reciprocity(tech) + StatusQuo(#13) + Authority(#4, one signal) | expert-calm |
| **Defensive** | Any | Public/Email | BiasBlindSpot(#19, rev) + FundAttrErr(#11, rev) + CogDissonance(#8) + StatusQuo(#13, rev) + Reciprocity(tech) | warm-human |

### Router Procedure (3 steps)

1. **Lookup** your row by Audience × Product × Platform. Take the Primary Stack.
2. **Scenario Override** - check Scenario Quick-Reference table below. If user's request matches a trigger, apply the Bias Override swaps from that row.
3. **Category Check** - using the Quick-Reference Card at the top of this skill: does your stack have ≥1 Filter, ≥1 Optimizer, ≥1 Social? Dual biases count for both. If missing, add one from the missing category.

**That's it. Do NOT run a multi-step decision-matrix procedure. One table lookup replaces all of it.**

> **Deeper context available:** For the full decision-matrix methodology, audience-to-bias mappings, and detailed reasoning behind each router row, see `decision-matrix.md` (https://github.com/MADEVAL/MindFluence/blob/main/decision-matrix.md). The inlined Router covers 90%+ of use cases. When you need to understand WHY a particular bias was chosen for a particular cell - not just WHAT - cross-reference the matrix file.

---

## SCENARIO QUICK-REFERENCE

If the user's request matches a trigger word, apply the Bias Override (swap biases vs the Router default). Full scenario playbooks are in `scenarios/` - read them for complex tasks. This table provides the minimum viable override for Quick Mode.

| Scenario | Trigger Words | Bias Override (swaps vs Router default) | Key Constraint |
|----------|--------------|------------------------------------------|----------------|
| Product Launch | launch, pre-launch, early bird | Phase1: +Availability+Fear+InGroup. Phase2: +Scarcity+Anchoring+RskReversal. Phase3: +Confirmation+InGroup+GroupPolarization | Problem BEFORE product revealed |
| Social Media Post | post, tweet, caption, Telegram | Platform-specific patterns (see Execution Frameworks) | Hook <3s for X, <15s for LinkedIn |
| Landing Page | landing page, hero section, lead gen | Section-by-section arc (see Execution Frameworks) | 5-second test on headline |
| Email Sequence | email, newsletter, welcome, abandoned cart, re-engagement | Stage: welcome=Reciprocity+Endowment, nurture=Authority+Availability, sales=LossAversion+Scarcity+RskReversal, re-engagement=InGroup+SunkCost | Reciprocity BEFORE pitch |
| Webinar | webinar, live training, masterclass | Registration=Availability+Framing+Authority. Live=full stack per minute map. Post=Scarcity+SunkCost+RskReversal | 60-90 min attention budget |
| Ad Campaign | ad, advertisement, video ad, search ad, retargeting, campaign | Search: SocialProof+Authority+Anchoring. Video: Fear→Halo→SocialProof→RskReversal. Retargeting: SunkCost+SocialProof+Scarcity | <1s hook for search/social |
| Sales Page | sales page, long-form, sales letter, VSL, high-ticket, course page | Full 12-section arc: Framing→LossAversion→Availability→Fear→Confirmation→InGroup→Authority+Anchoring→Survivorship+SocialProof→BackfireEffect→Endowment+Anchoring→RskReversal→Scarcity+SunkCost | 3,000-10,000 words |
| Case Study | case study, success story, testimonial, customer story | Avail+Fear+SocialProof+Survivorship+Confirmation (6-part: situation→pain→solution→result→quote→CTA) | Named person + specific numbers |
| Pricing Page | pricing, price, plans, tiers | Anchoring(expensive first)+HaloEffect(highlighted tier)+LossAversion(annual frame)+StatusQuo(migration)+RskReversal | Most expensive tier FIRST |
| Cold Outreach | cold email, cold outreach, DM, prospecting | Availability+Confirmation+Reciprocity+StatusQuo+Authority(one signal). 5-line structure. | NO SocialProof, NO Scarcity, NO InGroup, NO SunkCost, NO Fear |
| Crisis Response | apology, crisis, PR statement, sorry, incident | Defensive stack only: BBS(rev)+FAE(rev)+CogDiss+SQ(rev)+Reciprocity | Active voice. No "if". No "but". 6-part structure. |
| Push Notification | push notification, SMS, lock screen, mobile alert | 6 push types: urgency, social, personal, curiosity, value, re-engagement | ≤10 visible words. Frequency cap. |
| SEO Brief | seo brief, seo skeleton, keyword brief, humanize | Bias-per-H2 mapping. Keyword density: bold-sell≤1.5%, expert-calm≤1.2%, luxe-minimal≤1.0% | Preserve heading structure. No H2/H3 rewrite. |

**No trigger match?** Skip this table. The Router's Primary Stack is sufficient.

**Fallback:** If a scenario file is unavailable or cannot be read, do NOT skip the task. Use the Execution Frameworks section below as a minimal substitute. The scenario files provide depth; the frameworks provide the minimum viable structure. Announce: `[FALLBACK: scenario file unavailable, using generic framework]`.

> **Full scenario playbooks:** The `scenarios/` folder (https://github.com/MADEVAL/MindFluence/tree/main/scenarios/) contains 13 detailed playbooks with bias-by-bias timing and section-by-section maps. Scenario files are authoritative for medium/high complexity tasks. The Quick-Reference above provides the minimum viable override - when you need full depth, download and read the corresponding scenario file.

---

## BIAS CATALOG

### 1. SOCIAL PROOF / BANDWAGON EFFECT
*Category: Social* | *Anti-pattern risk: AP-1 (Vague Social Proof)*
*System 1 shortcut: «Everyone is doing it → it must be right.»*

**Mechanism:** The brain interprets group behavior as a safety signal. The amygdala deactivates when we follow the crowd. Numbers, testimonials, ratings - anything that signals "many people chose this" - bypass skepticism.

**Application:**
- Specific numbers over vague claims: "14,327 users this week" > "thousands of users"
- Real-time social proof: "23 people are viewing this now"
- Faces + full names + roles in testimonials (anonymous = no proof)
- Platform metrics as authority: "2.4M views" on a video
- The queue effect: "847 people ahead of you" = social proof + scarcity
- Community framing: "Join 12,000+ builders" - sell belonging, not just product

---

### 2. ANCHORING
*Category: Optimizer*
*System 1 shortcut: «First number I see = the reference point.»*

**Mechanism:** The brain takes the first piece of information as the reference. All subsequent evaluations are relative to that anchor. The anchor doesn't need to be logical - just first.

**Application:**
- Show most expensive option FIRST. Everything after seems reasonable.
- Dropbox pattern: Base($9) → Pro($16) → Advanced($15). $16 = pain anchor; $15 feels like a deal.
- Coffee-size trick: Small($3.60) → Medium($3.80) → Large($3.90). Large wins on the $0.10 gap from Medium.
- Pre-price anchoring: "Consulting like this typically costs $5,000. Our program: $997."
- Time anchoring: "Usually takes 6 months. Our method: 4 weeks."
- Competitor anchoring: "The market average is X. We charge Y."

---

### 3. FRAMING
*Category: Filter* | *Anti-pattern risk: AP-3 (Framing Without Anchoring)*
*System 1 shortcut: «The frame IS the meaning.»*

**Mechanism:** The brain evaluates information not by content but by the frame. Same fact, opposite reaction - depending on wording. Frames operate before conscious analysis.

**Application:**
- Loss frame over gain frame: "Don't miss 30% savings" > "Save 30%" (loss aversion is ~2x stronger)
- Problem-first framing: vivid problem → then solution. Pain creates value perception.
- «Not X, but Y» frame: "This isn't another course. This is a system."
- Cost reframing: "Less than your daily coffee" reframes a subscription.
- Time reframing: "Delivery takes 5 days - each piece is handmade for you."
- Category reframing: Don't compete in a crowded category. Create a new one. "This isn't a CRM. It's your business OS."

---

### 4. APPEAL TO AUTHORITY
*Category: Social* | *Anti-pattern risk: AP-4 (Authority Without Proof)*
*System 1 shortcut: «If an expert said it → questioning is socially risky.»*

**Mechanism:** The brain delegates truth evaluation to trusted figures. An energy-saving shortcut: verifying every claim independently would exhaust System 2.

**Application:**
- Cite specific research: "A Harvard Business Review study found..." > "studies show..."
- Named source + year + specific finding: "Harvard Business Review, March 2023: 'Teams using async comms ship 23% faster.'"
- Domain experts over celebrities (for credibility-sensitive audiences)
- Certifications, credentials, media logos displayed prominently
- Sakharov's technique: acknowledge respect for an opposing figure, then disagree. It makes YOU look objective.
- 3rd-party validator: let someone else say it about you (case studies, press, reviews)
- "Recommended by...", "Used at...", "Certified by..."

---

### 5. FEAR APPEAL / LOSS AVERSION
*Category: Filter + Social* | *Anti-pattern risk: AP-2 (Fear Without an Exit)*
*System 1 shortcut: «Threat detected → override everything.»*

**Mechanism:** The amygdala responds to perceived threats before the neocortex can evaluate. Fear bypasses logic. Losses hurt ~2× more than equivalent gains feel good.

**Application:**
- The Fear Funnel: Identify threat → amplify vividness → show cost of inaction → present solution as safety
- Future-regret framing: "A year from now, you'll either thank yourself or wish you had."
- Concrete loss > abstract loss: "You're losing $350 per day" > "You're missing opportunities"
- Competitor threat: "While you wait, your competitors are..." (fear + social proof)
- Social exclusion: "87% of your industry has already adopted this"
- Invisible threat: "Just because you can't see the problem doesn't mean it isn't there" - activates the "saber-tooth in the bushes" circuit

---

### 6. AVAILABILITY HEURISTIC
*Category: Optimizer* | *Anti-pattern risk: AP-11 (Abstract Availability)*
*System 1 shortcut: «If I can easily recall it → it must be common and important.»*

**Mechanism:** The brain estimates probability by how easily examples come to mind. Vivid, emotional, recent, or repeated information dominates - not statistics.

**Application:**
- Vivid stories over statistics: "Maria from Barcelona doubled revenue in 3 months" > "Average revenue growth is 47%"
- Repetition = truth: brand consistency across channels builds familiarity-trust
- Ride availability waves: time campaigns around recent, emotionally charged events
- Visual availability: striking metaphors, unusual comparisons create memorable mental images
- "Have you ever noticed..." hooks: make the reader recognize the bias in themselves
- Negative news exploitation: negativity is +30% more engaging. Use ethically: highlight real problem → provide solution

---

### 7. CONFIRMATION BIAS
*Category: Filter* | *Anti-pattern risk: AP-10 (Insulting Confirmation)*
*System 1 shortcut: «I only look for what I already believe.»*

**Mechanism:** The brain actively seeks and remembers confirming evidence while ignoring contradictions. This is the strongest filter. It's why believers become evangelists and skeptics are nearly impossible to convert.

**Application:**
- Don't convert skeptics - activate believers. Target those who already lean toward your solution.
- «You were right» content: tell the audience their existing belief was smart. Triggers dopamine + loyalty.
- Polarization as strategy: take a stand. The disagreeing won't buy. The agreeing will love you more.
- Pre-suasion: get a "yes" on something related before the main ask. "You agree time is your most valuable asset, right?"
- Identity congruence: "For people who are serious about..." - the product becomes an identity marker.
- User-generated content: let customers create. Their confirmation bias (they bought it → it must be good) generates authentic marketing.

---

### 8. COGNITIVE DISSONANCE
*Category: Filter + Optimizer* | *Anti-pattern risk: AP-12 (Blaming Dissonance)*
*System 1 shortcut: «Discomfort must be resolved - and changing the belief is easier than changing reality.»*

**Mechanism:** When beliefs and reality conflict, the brain feels psychological discomfort. Resolving it by changing reality is hard; changing the belief is easy. The brain almost always reinterprets reality rather than admit error.

**Application:**
- Post-purchase rationalization: feed buyers evidence they made the right choice (onboarding, success stories)
- Escalating investment: free content → webinar → trial → purchase. Each "yes" builds investment that's painful to abandon.
- Create and resolve dissonance: surface a contradiction in the reader's life. "You say health is priority #1. When was your last checkup?" The discomfort demands resolution - your product can provide it.
- Blame circumstances, not the person: "Even experienced users hit this snag. Here's the quick fix." Preserve their self-image.
- Sunk cost bridge: "You've already invested 2 years in this skill. The next level takes 4 weeks."

---

### 9. SURVIVORSHIP BIAS
*Category: Optimizer*
*System 1 shortcut: «I only see winners → winning must be the norm.»*

**Mechanism:** The brain draws conclusions from visible successes while ignoring invisible failures. Every "overnight success" had 100 identical attempts that failed silently. Classic illustration: Wald's bullet-hole problem (World War II). Statistician Abraham Wald analyzed planes returning from combat. The military wanted to armor the areas with the most bullet holes. Wald argued: armor the areas with the FEWEST holes - those are the hits that brought planes down. The surviving planes (visible) misrepresent where the real danger is. Marketing parallel: your testimonials show survivors. Your churned customers show where your product actually breaks.

**Application:**
- Show your best results (with credibility): "This is one of our top outcomes" > implying everyone achieves it
- "Why they succeeded" frame: explain the specific factors - with your product as the key factor
- Inoculation: "Not everyone achieves these results. Here's what distinguishes those who do..."
- The gated path: "Only 3 in 10 applicants pass our selection" - uses survivorship to create exclusivity
- Interview successful customers in detail. Vividness embeds the success in readers' minds.
- Wald's lesson for marketers: study the failures, not just the wins. The silent majority tells you what to fix.

---

### 10. ENDOWMENT EFFECT
*Category: Optimizer*
*System 1 shortcut: «What's mine is worth more.»*

**Mechanism:** People ascribe more value to things they own. Ownership - even imaginary or temporary - creates emotional attachment.

**Application:**
- Free trial: once they use it, it feels like theirs. Canceling = losing something they own. Most powerful SaaS tactic.
- Customization/personalization: "Your personalized plan", "Your library" - pseudo-ownership before purchase
- Visualization: "Imagine this tool is already yours. Your day looks like this..."
- Freemium + free samples: give something away. The endowment effect raises perceived value of the full product.
- "Take away" close: "Try free for 30 days. If it's not for you, just cancel." They imagine owning, then imagine losing it.

---

### 11. FUNDAMENTAL ATTRIBUTION ERROR
*Category: Social*
*System 1 shortcut: «Others fail because of who they ARE. I fail because of CIRCUMSTANCES.»*

**Mechanism:** We attribute others' actions to character (lazy, stupid) but our own to external circumstances (tired, system broken). Permanent asymmetry in human judgment.

**Application:**
- Blame the system, not the person: never blame the prospect for their problem. "The tax code is designed to be confusing." You're the ally against an unfair world.
- The redemption arc: "I used to think this wasn't for me. Turns out I just didn't know one thing."
- Us vs. The System: customers are smart people struggling against a broken system. Your product is the fix. The enemy: status quo, bureaucracy, outdated ways, "they."
- Competitor framing: never say competitor's customers are dumb. "Many chose X because Y wasn't available. Now it is."

---

### 12. SUNK COST FALLACY
*Category: Optimizer* | *Anti-pattern risk: AP-7 (Premature Sunk Cost)*
*System 1 shortcut: «I've already invested too much to stop now.»*

**Mechanism:** The brain treats past investments as reasons to continue, even when irrational. Abandoning = admitting waste.

**Application:**
- Escalating commitment ladder: small asks → medium asks → big ask. Each "yes" makes the next more likely.
- "You've come this far": explicitly acknowledge their investment. "You've read 3,000 words. Last step." LATE-STAGE only.
- Progressive profiling: forms ask minimal info first. Each field = smaller additional commitment.
- Loyalty ladder: "You've been with us 2 years. As a valued customer, you get..."
- Cost-recovery frame: "You're already paying $200/month for [competitor]. Switching pays for itself in 2 months."

---

### 13. STATUS QUO BIAS
*Category: Filter*
*System 1 shortcut: «Change is dangerous. Familiar is safe.»*

**Mechanism:** The brain prefers things to stay the same. The known - even bad - feels safer than the unknown. The amygdala activates at the prospect of change.

**Application:**
- Risk reversal: money-back guarantee, free trial, free returns, "cancel anytime." Every purchase is change from status quo - remove every risk.
- "Easier than you think": "Setup takes 15 minutes", "No training required", "Works with what you already have"
- The bridge, not the leap: "You're already doing X. Our tool just does X 10× faster."
- The familiarity pathway: create content about the PROBLEM for months before launching. The solution feels like the obvious, familiar next step.
- "Don't change your habits. Just add this one step."

---

### 14. FALSE CONSENSUS EFFECT
*Category: Social*
*System 1 shortcut: «Everyone probably thinks like me.»*

**Mechanism:** People overestimate how much others share their beliefs. Your prospect assumes their opinion is majority opinion. Validate it, and you create instant rapport.

**Application:**
- "We know you" messaging: "If you're like most of our readers, you're tired of..."
- Tribe creation: name your audience. "Rational optimists", "Conscious parents", "Thinking marketers." Give a label that makes them feel like the sensible majority.
- Poll/survey content: "We asked 5,000 founders. 78% said..." Readers assume they're in the 78%.
- Polarizing content: voice a stance your audience holds but may not express. You become their voice.
- Seed comments: show the desired consensus view. New readers see it and align.

---

### 15. IN-GROUP FAVORITISM
*Category: Social* | *Anti-pattern risk: AP-8 (Empty In-Group)*
*System 1 shortcut: «Us vs. Them - and I'm with Us.»*

**Mechanism:** The brain automatically favors in-group members and distrusts outsiders. Any shared identity triggers in-group loyalty. For 99% of human history, strangers meant danger.

**Application:**
- Shared identity signals: language, references, humor that ONLY your audience understands
- The common enemy: define an out-group (competitors, old ways, "they") and position your customers as the in-group
- Exclusivity as belonging: "Private community for...", "Only for..."
- "People like us" framing: "People like you..

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