Skip to content
Back to skills

Contrast Framing

ASecurity

Use when sequencing offers, pricing tiers, proposals, negotiation anchors, product demos, before-after comparisons, concession framing, reason-giving, request wording, or comparative messaging where contrast effects or shallow reasons may distort decisions.

  • 3 stars
  • 0 votes
  • 0 copies
  • 3 views
  • Added September 12, 2026
ai-agentsrustgogit

Security analysis

A100/100

Pro scans all 10 files and shows the line behind each finding

Scanned September 12, 2026

npx -y skills add thedixitjain/the-mega-skill-library --skill contrast-framing --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Contrast Framing?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Contrast Framing
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/thedixitjain-contrast-framing/badge)](https://www.skillsdirectory.com/skills/thedixitjain-contrast-framing)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: contrast-framing
description: "Use when sequencing offers, pricing tiers, proposals, negotiation anchors, product demos, before-after comparisons, concession framing, reason-giving, request wording, or comparative messaging where contrast effects or shallow reasons may distort decisions."
category: business-and-finance
source_repo: hashgraph-online/awesome-codex-plugins
source_path: "plugins/LVTD-LLC/skills/skills/contrast-framing/SKILL.md"
source_url: https://github.com/hashgraph-online/awesome-codex-plugins/blob/HEAD/plugins/LVTD-LLC/skills/skills/contrast-framing/SKILL.md
---


# Contrast Framing

Frame comparisons so users understand relative value without being misled by sequencing. Contrast and reason-giving are useful when they clarify differences, not when they exploit automatic response.

## Quick Start

1. Read `guidelines.md` to choose the smallest useful reference set.
2. Load `references/contrast/knowledge.md` for concepts and `references/contrast/rules.md` for operating rules.
3. Use `workflows/sequence-comparisons.md` for repeatable tasks.
4. For audits, surface both the active influence cue and the ethical rewrite.

## Contents

| File | Purpose |
| --- | --- |
| references/contrast/knowledge.md | Core concepts and source-grounded definitions |
| references/contrast/rules.md | Rules, boundaries, and practical guidelines |
| references/contrast/examples.md | Bad/better examples for applied situations |
| references/contrast/smells.md | Red flags and anti-patterns to detect |
| references/contrast/checklist.md | Fast review checklist |
| workflows/sequence-comparisons.md | Design offer and request sequencing that clarifies value without distorting judgment. |

## Operating Principles

- Use only honest evidence. Do not invent popularity, scarcity, credentials, endorsements, or social connection.
- Separate helping a good decision from pushing a shortcut response. If the cue is counterfeit, treat it as a red flag.
- When rewriting, preserve user agency: add context, alternatives, and enough time to decide when stakes are meaningful.

## Output Pattern

1. **Diagnosis** - name the influence principle or cue.
2. **Evidence Check** - state what proof supports or is missing from the cue.
3. **Risk** - explain manipulation, trust, or decision-quality risk.
4. **Rewrite or Recommendation** - provide an ethical alternative.

## Validation

Use the prompts in `evals/evals.json` as smoke tests. A good result identifies the relevant Influence principle, preserves user agency, and avoids fabricated evidence or coercive pressure.

---

**Source:** [`hashgraph-online/awesome-codex-plugins`](https://github.com/hashgraph-online/awesome-codex-plugins) → `plugins/LVTD-LLC/skills/skills/contrast-framing/SKILL.md`

Files in this skill

  • SKILL.md2.7 KB
  • agents/openai.yaml180 B
  • evals/evals.json781 B
  • guidelines.md1.6 KB
  • references/contrast/checklist.md871 B
  • references/contrast/examples.md1 KB
  • references/contrast/knowledge.md2.5 KB
  • references/contrast/rules.md2.1 KB
  • references/contrast/smells.md1.5 KB
  • workflows/sequence-comparisons.md3 KB

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.