---
title: "Catalytic Converter"
description: "Transform existing articles into tight, effect-driven LinkedIn posts that drive traffic without manipulation. Grounded in psychological effects + distilled truth."
layer: school
element: schools
sfiaMinLevel: 3
modelMaturity: L3
status: live
tags: [content, linkedin, psychology, writing, distribution]
site: [mantle]
downloadUrl: /playbook/downloads/catalytic-converter.md
publish: true
---
import { WorkflowDiagram } from '@/components/WorkflowDiagram'

Every article you write deserves an audience. But most posts fail because they're either manipulative (using psychological tricks to force engagement) or invisible (lost in the noise because they lack clarity). The Catalytic Converter bridges this gap: it uses 11 evidence-based psychological effects to amplify genuine insight—but only when that insight is real.

The output is tight: a 120–180 word LinkedIn post ready to copy/paste, paired with effect justification and guardrail verification. No hype. No bait. Just your voice, working harder.

<WorkflowDiagram diagram={`
flowchart TD
  A([Article or Content]) --> B[Distill Truth]
  B --> C{Truth<br/>Already<br/>Distilled?}
  C -->|No| D[Run _DISTILLER]
  C -->|Yes| E[Load Distilled Truth]
  D --> E
  E --> F[Select Valid Effects<br/>2-3 max]
  F --> G[Generate Tight Post<br/>120-180 words]
  G --> H[Above-Fold Audit]
  H --> I[Verify Guardrails]
  I --> J([Post + Metadata<br/>to Frontmatter])
`} />

The method enforces one non-negotiable rule: **effects serve truth, never replace it**. A post that distorts reality to use a shiny effect is manipulation. A post that amplifies real insight using the right effect is clarity.

### The 11 Effects

These are psychological principles proven to drive reader engagement in written content. Each has strict guardrails to prevent misuse.

**High Priority (Use liberally if truth supports):**
- **Knowledge Gap** — Reveal what readers don't know they're missing
- **Paradox/Contradiction** — Two truths that shouldn't coexist, resolved with evidence
- **Pattern Interrupt** — Break expected rhythm to re-engage attention
- **Novelty Bias** — Present genuinely fresh insight
- **Contrarian Frame** — Go against conventional wisdom (defensible only)
- **Reciprocity/Value-First** — Give something valuable upfront
- **Identity Growth Path** — Show how adopting insight changes who you become (Mantle focus)

**Medium Priority (Use if conditions align):**
- **Zeigarnik Effect** — Incomplete information creates productive tension
- **Consequence Amplification** — Escalating stakes (STRICT: only real threats affecting 100+ people)
- **Status/Identity** — Aspirational framing (never shame-based)

**Not in arsenal:**
- Social Proof, Authority/Expertise — use "Perspective from Practice" in voice instead

### Core Principles

Every post must honor four commitments:

**1. Find the Good** — Locate the constructive insight, not just the problem. Even critiques should point toward something better.

**2. Reader Benefit First** — Every line serves the reader, not the sender. No "look at me," no hard sell. Your voice is "I am for YOU."

**3. Above-the-Fold Priority** — Everything critical must be visible before LinkedIn's "more" button. If the reader must click to understand the benefit, rewrite tighter.

**4. Invitation, Not Demand** — Assume the reader is capable and seeking. Offer access to thinking, don't manufacture urgency with pressure language.

### The Workflow

**Step 1: Distill Truth.** Check if your article has been distilled via the _DISTILLER skill. If not, run it first. The distilled truth (main truth + anti-truth + subsidiary truths) becomes your north star.

**Step 2: Identify Reader Benefit.** Extract from the distilled truth: what does the reader gain? Reframe it as invitation, not demand. Assess whether this is about growth, clarity, permission, or action.

**Step 3: Select Valid Effects.** Map the article's truth to the 11 effects. Keep 2–3 maximum. Verify guardrails:
- Consequence Amplification? (check 100+ threshold + evidence)
- Contrarian? (check defensibility)
- Pattern Interrupt? (check serves clarity, not just novelty)
- Identity Growth? (check Mantle alignment)

**Step 4: Draft Post (120–180 words).**
- Hook (1–2 sentences): Use primary effect to open. This is above-fold.
- Insight (3–4 sentences): Reframe around reader benefit. Why they should care.
- Specificity (1–2 sentences): One concrete example or stat (if it serves).
- CTA (1 sentence): Link to full article. Invitation only.

**Step 5: Above-Fold Audit.** Simulate LinkedIn display. Does reader understand the benefit in first 2–3 lines? If no, rewrite tighter.

**Step 6: Verify Guardrails.** Check each guardrail applies to the effects you're using. Document which passed.

**Step 7: Update Article Frontmatter.** Store two fields:
- `linkedin_post_text`: Plaintext, ready to copy/paste
- `linkedin_post_generated`: Structured metadata (effects, voice, guardrails, date, version)

### Guardrails in Detail

**Consequence Amplification — Strict Threshold**
Only use if threat is REAL, EVIDENCED, and affects 100+ people. Escalating stakes can manipulate if speculative. Minimum threshold prevents fearmongering while allowing legitimate urgent cases.

**Contrarian Frame — Defensibility Check**
Contrarian angles must be defensible; not just provocative. Must explain WHY conventional wisdom is wrong. Do you have logic or evidence to back this? Would this hold up to skeptical questions?

**Pattern Interrupt — Clarity Over Novelty**
Interrupt must serve the message, not just grab attention. Does this break rhythm to emphasize something important? Or is it just jarring/clickbait?

**Identity Growth Path — Mantle Alignment**
Frame as growth/transformation, never as shame or inadequacy. Does this show what becomes possible? Or does it shame/blame? Is this aspirational (becoming) vs. transactional (having)?

**Above-Fold Rule — LinkedIn Display**
Critical insight must be visible pre-"more" button. If reader must click to understand why this matters, rewrite tighter. Cut non-essential proof/examples until post is condensed.

**Reader Benefit First — No Self-Serving Copy**
Every line must serve the reader. Does this line explain why the reader cares? Or does it highlight the author's insight/credentials? Would this change if a different author wrote it?

**Invitation Over Demand**
Assume reader is capable and seeking. Is there pressure language ("must," "should," "have to")? Would an independent reader feel respected or coerced?

### Benefits

<div className="prose-cards">
  <div className="prose-card"><strong>Authentic amplification.</strong> Effects clarify genuine insight rather than manufacture false urgency. Posts that use effects ethically drive higher engagement and longer-term trust.</div>
  <div className="prose-card"><strong>Tight writing.</strong> Forcing posts to 120–180 words + above-fold priority eliminates filler. What remains is the core idea, expressed clearly.</div>
  <div className="prose-card"><strong>Traffic to your site.</strong> Tight, benefit-first posts drive clicks to your full article. LinkedIn favors contrarian, high-value posts — this framework delivers both without manipulation.</div>
  <div className="prose-card"><strong>Versioning & tracking.</strong> Posts stored in article frontmatter mean you track which effects worked, when, and what the guardrail audit found. Data for future posts.</div>
</div>

### Risks & Mitigations

<div className="prose-cards">
  <div className="prose-card"><strong>Effect capture</strong> — temptation to force a shiny effect even when truth doesn't support it. Mitigation: run distillation first. If the distilled truth doesn't align with the effect, choose a different effect or rewrite. Distilled truth is the guard rail.</div>
  <div className="prose-card"><strong>Above-fold failure</strong> — post requires clicking "more" to understand the benefit. Mitigation: rewrite tighter. Cut secondary proof/examples. If you can't fit the benefit in two sentences, the benefit isn't clear enough.</div>
  <div className="prose-card"><strong>Voice drift</strong> — post sounds generic ("LinkedIn voice") instead of like you. Mitigation: write with direct address ("you"), invite rather than demand, find the good. Your authentic voice is your edge.</div>
  <div className="prose-card"><strong>Guardrail inflation</strong> — softening the rules to use a tempting effect. Mitigation: remember that guardrails exist because effects can manipulate. When in doubt, choose a simpler effect or rewrite. Clarity beats cleverness.</div>
</div>

## Handoff

The Catalytic Converter produces two outputs, stored in article frontmatter:

**`linkedin_post_text`** — Plaintext post (120–180 words), ready to copy/paste to LinkedIn

**`linkedin_post_generated`** — Structured metadata:
- Effects used (primary + secondary) with justification
- Voice applied (contrarian, peer, guide)
- Generation date and version number
- Guardrail audit trail (which checks passed)

These outputs are part of your article's publishing workflow. The post is a distribution asset — it lives with the article, versions with it, and can be republished or adapted as needed.

The post is not a summary of the article. It is an invitation to the article, framed through the psychological effect that best serves the article's truth.

---

**Core rule:** Effects serve truth. Truth serves reader. Reader benefit first, always.