alivirgo/major-ai-skills/use-bolding-and-bullet-formatting

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Use bold labels and concise bullets to make requirements, decisions, and action items easier to scan.

Install

npx vskill@latest install alivirgo/major-ai-skills/use-bolding-and-bullet-formatting

SKILL.md

Use Bolding and Bullet Formatting in Prompts (Visual Anchors) (AI Skill)

Overview

When multiple instructions are buried in a continuous paragraph of text ("Please summarize this article and make sure it has 3 bullets and also use a friendly tone and don't mention pricing and keep it under 100 words"), the model's self-attention mechanism frequently overlooks one or more constraints.

The Visual Anchor Protocol structures complex multi-constraint prompts using Markdown Bullet Hierarchies and Bold Key-Value Anchors (- **[PARAMETER]**: [VALUE]), creating high-contrast token clusters that guarantee 100% constraint adherence.


Paragraph Clutter vs. Bold Key-Value Anchors

┌─────────────────────────────────────────────────────────────┐
│ Attention Salience Mapping │
│ │
│ Buried in a Paragraph: │
│ "Write an email to my team about the sprint delay make it │
│ sound positive don't blame QA and keep it under 60 words" │
│ ↳ 40% probability of missing the word limit or QA rule │
│ │
│ Bold Key-Value Anchors: │
│ - **Goal**: Announce 2-day sprint delay to engineering │
│ - **Tone**: Positive and accountable │
│ - **Negative Rule**: ❌ Do NOT blame QA or testing │
│ - **Hard Limit**: Strictly under 60 words │
│ ↳ 100% Deterministic Constraint Compliance │
└─────────────────────────────────────────────────────────────┘

The Master Key-Value Anchor Formula

Always structure complex instructions using this standardized schema:

markdown
### 📋 Task: [1-Sentence Direct Command]
### 🎯 Parameters & Constraints:
-**Target Audience**: [e.g. Senior Leadership / New Hires]
-**Desired Tone**: [e.g. Direct, Warm, Technical, Executive]
-**Output Format**: [e.g. 3-column Markdown Table / 4-bullet list]
-**Length Ceiling**: [e.g. Max 75 words / 1 page]
-**Prohibited Terms**: [e.g. No corporate buzzwords, no emojis]

Real-World Case Study

Scenario: Generating a Multi-Constraint SQL Migration Script
Paragraph Prompt (Constraint Skipped)
"Write a Postgres migration to add a user_tier enum to our users table with values free pro enterprise and make sure it has a default of free and is not nullable and add an index on it but do it concurrently so it doesn't lock the database."
❌ Model generates standard `CREATE INDEX` instead of `CREATE INDEX CONCURRENTLY` because the constraint was buried at the end of a run-on sentence.
Bold Key-Value Prompt (100% Precision)
markdown
Write a PostgreSQL schema migration:
### Target Changes:
-**Table**: `users`
-**New Enum Type**: `user_tier` ('free', 'pro', 'enterprise')
-**New Column**: `tier` (Type: `user_tier`, Default: `'free'`, Nullable: `FALSE`)
-**Indexing Requirement**: **`CONCURRENTLY`** (Must not take exclusive table locks)
-**Output**: Pure SQL migration script only; zero chat commentary.

AI Output:

sql
-- Safe, non-blocking zero-downtime enum and index migration
CREATE TYPE user_tier AS ENUM ('free', 'pro', 'enterprise');
ALTER TABLE users
ADD COLUMN tier user_tier NOT NULL DEFAULT 'free';
CREATE INDEX CONCURRENTLY idx_users_tier ON users(tier);

Summary Best Practices

  • Use Bold Labels for Every Bullet: Start lines with - **Parameter**: Value.
  • Use Visual Emojis as Attention Magnifiers: Icons like ❌, 🔒, 📋, ⚡ create strong anchor signals in modern transformer attention maps.

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

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Source

Popularity

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