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Persuasion Architecture
by Frank Brsrk
Detect and ethically author persuasion in copy. Replication-filtered mechanism catalog with per-row ethics gate. Quarantines 13 zombie findings the popular canon still teaches.
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See it in action
You say
Audit the landing page draft for my SaaS. Check for dark patterns in the pricing section and analyze the 'technical issues' explanation for ethical authoring compliance.
Your agent does
Audit Result:
- Mechanism 8 (Scarcity): FAIL. Countdown timer resets on reload. Recommendation: Remove or link to real inventory cap.
- Operator L2 (Agency Deletion): FAIL. "Disruption was experienced" uses passive voice to hide accountability. Correction: "Our server failed."
- Density: PASS (3/8).
What you get
About this skill
A symmetric detect-and-author skill for persuasion in copy. Same mechanism vocabulary runs both directions: every move you can author leaves a structural fingerprint a trained reader can name; every fingerprint a reader can name corresponds to a move an author chose to make. The catalog is the same; only the direction of use differs.
What's in the file:
- 12 convergent persuasion mechanisms (framing, anchoring, illusory truth, processing fluency, social proof, authority, liking, scarcity, reactance, reason-why, narrative transportation, identity priming) and 5 linguistic operators (presupposition, agency deletion, generic-you normativity, modality and asymmetric hedging, Linguistic Intergroup Bias). Each row carries: mechanism + FORBIDDEN trigger + author rule + detection signal + citation anchor.
- Hard ethics gate that fires per technique, not just at the top: truth-of-claim, instance-level disclosure-survives test, symmetry-of-choice, no-vulnerability-targeting (consequence-based for shipped-to-public copy), density cap (max 4 mechanisms above the fold / 8 across the page), input-sufficiency rule (refuses to fabricate placeholder data when the brief omits it).
- Quick-reference lookup table at the top for sub-five-minute triage.
- QUICK MODE workflow (4 steps) for deadline rewrites, distinct from full AUDIT MODE for compliance review.
- Six-heuristic detection kit (lateral source check, frame swap, presupposition negation test, accuracy reflex, technique-label scan, anchorage strip).
- Short-form surfaces section: how the gate fires on subject lines, ad headlines, push notifications.
- Two worked examples: one dense-violations teardown, one realistically-ambiguous B2B SaaS pricing block where most mechanisms PASS with substantiation log entries.
- Anti-patterns / discarded canon section explicitly refusing 13 zombie findings: Vicary popcorn, NLP, power posing, ego depletion, "losses loom 2x", color-emotion universals (red=urgency etc), Mehrabian 55-38-7 misapplication, strong Whorfianism, backfire effect, Hofstede copy localization, classic induced-compliance dissonance, social priming, "disclosure cures everything." Each entry names the killing citation.
- Jurisdictional scope and anti-laundering warnings: regulatory citations are flags not legal advice; this skill's gate is self-administered and is not a substitute for third-party audit.
- Production guardrails (6 hard rules) and OUTPUT DISCIPLINE step 0 with 7-question gate covering all mechanisms inline.
- 50+ primary-source references including 2026 meta-analyses (Henderson illusory truth) with DOIs.
Built for: copywriters, marketing operators, founders writing their own copy, agency content leads, dark-pattern auditors, political-comms reviewers, AI-content provenance reviewers, and LLM-powered copy tools that need a defensible mechanism set rather than vibes.
Why this isn't another Cialdini summary: replication-filtered (post-2010 multilab and preregistered scrutiny applied to every claim, with citations); per-row ethics gate that prevents the catalog being used as a manipulation manual; symmetric detect-and-author structure with an author-to-detector handoff; explicit refusal of 13 named zombie findings the popular canon still teaches.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
3 skills on Agensi
Building Ejentum, a cognitive harness API for AI agents. Small structured pieces of context retrieved at inference time, so the agent reasons through a task instead of pattern-matching to a generic answer. Adversarial systems thinking is the other thing I'm into: chaos engineering, pre-mortems, blast-radius design. Those skills sit alongside the Ejentum harness wrappers on this profile. Solo builder, open source most of what I make.
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