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persuasion-architecture

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.

skill install https://www.promptspace.in/skills/persuasion-architecture
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.

Use cases

  • Detect and neutralize manipulative dark patterns in competitor copy.
  • Verify marketing claims against modern replication-crisis standards.
  • Author high-conversion sales copy that survives FTC and EU regulatory audits.
  • Strip pseudo-science and 'zombie' findings from brand messaging.

Example

Prompt

Audit this landing page for dark patterns and verify if the persuasion passes the ethics gate.

Sample output preview is available after purchase.

Known limitations

- Identity-protective cognition is the ceiling on all detection heuristics. When the reader is highly motivated to believe a claim, the detection kit fires less reliably; the skill explicitly flags this and recommends delay-and-distance audits as the only defense. - The ethics gate is self-administered. It is not a substitute for legal compliance review, third-party dark-pattern audit, or regulatory submission. The skill includes an explicit anti-laundering warning against citing it as a compliance defense. - Regulatory citations (FTC, DSA, UCPD, CPRA) are jurisdictional flags. US-only / EU-only / California-only rules are noted as such; multi-jurisdiction copy needs counsel review against each applicable regime. The skill is craft heuristic, not legal advice. - Citation accuracy is anchored to literature available as of 2026-05. Replication research evolves; a finding that survived as of file-shipping date may be reassessed. The discarded canon names what fell as of ship date. - Coverage is Western academic and practitioner traditions (Cialdini, Aristotle, Sugarman, Hopkins, Ogilvy, Lakoff, Halliday). Non-Western persuasion frameworks (Confucian rhetoric, Indian Nyaya, Arabic balagha) are referenced but not deep-treated. Authoring or auditing copy aimed at culturally distinct audiences should pair this skill with culture-specific rhetorical analysis. - Short-form surfaces (headlines, subject lines, push notifications, button microcopy) require substantiation on the destination page; the gate fires correctly only when the destination page is also audited. The skill provides a dedicated short-form section but cannot enforce destination-page integrity from the unit alone. - The symmetric detect-and-author structure is a known leak: bad-faith authors learn what to camouflage by reading the detection heuristics. The skill flags this risk but cannot defend against it beyond the ethics gate itself.

Frequently asked questions

It is a dual-purpose framework that identifies structural fingerprints of persuasion in existing text and provides a replication-backed catalog for authoring new copy ethically. It solves the problem of using outdated or manipulative 'zombie' tactics by applying a strict, per-mechanism ethics gate to every output.
persuasion-architecture — AI Agent Skill | PromptSpace