Promptify Skill

Optimize prompts for clarity and effectiveness. Use when user says "improve this prompt", "optimize my prompt", "make this clearer", or provides vague/unstructured prompts. Intelligently routes to sub

Join 41+ developers using this skill

skill

Documentation & Writing

beginner

41 installs

View Source

Last updated: April 29, 2026

AI Skill Market Insights

Real data. Real impact.

Popularity

Rising

Emerging

Active Users

41+

Developers

Quick Start

Manual Installation

No automatic installation available. Please visit the source repository for installation instructions.

View Installation Instructions

TEAR & SHARE

3-5hrs/WK

RISING

0.0K+ USING

Prompt Optimizer

Transform prompts into clear, effective ones. Model-agnostic.

Modifiers (parse from ARGUMENTS)

+ask → Force clarifying questions
+deep → Force codebase exploration
+web → Force web search

No modifiers? Auto-detect what's needed.

Auto-Detection Triggers

Trigger	Signals
codebase-researcher	"this project", "our API", specific files/functions, "integrate", "extend", "refactor"
clarifier	Ambiguous ("make it better"), multiple interpretations, missing constraints, vague pronouns
web-researcher	"best practices", "latest", external APIs/libraries, framework patterns, year references

Agent Dispatch

When agents needed:

Announce which and why
Run in parallel via Task tool (agents/ directory)
Synthesize findings
Optimize with gathered context

Core Contract (every prompt needs all four)

Element	If Missing
Role	Add persona with expertise
Task	Make action specific
Constraints	Infer from context
Output	Specify format/structure

Process

If image: Analyze, incorporate context
Detect type: coding/writing/analysis/creative/data
Convert output→process: "Write X" → "Analyze → Plan → Implement → Validate"
Strip fluff: "please", "I want you to", filler, apologies
Apply contract: Verify all 4 elements
Add structure: XML tags for complex prompts

Type Focus

Coding: Specs, edge cases, framework
Writing: Tone, audience, length
Analysis: Criteria, depth
Creative: Constraints, novelty
Data: I/O format, edge cases

Output

Optimized prompt in code block
```
echo 'PROMPT' | pbcopy
```
2-3 sentence explanation

Promptify Skill

AI Skill Market Insights

Quick Start

Manual Installation

TEAR & SHARE

Tags

Sepia (de-AI writing)

Be Part of the 41+ Developer Community

Prompt Optimizer

Modifiers (parse from ARGUMENTS)

Auto-Detection Triggers

Agent Dispatch

Core Contract (every prompt needs all four)

Process

Type Focus

Output

Technical Writer

Archify (architecture diagrams)

Documentation Engineer

no-ai-slop (writing editor)

Channels

Learn

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Company

Agents