AI Skill Market Insights

Real data. Real impact.

Popularity

Rising

Emerging

Active Users

0+

Developers

Time Saved

2+ hrs

Per week

Source

GitHub

Open source

Be Part of the 0+ Developer Community

Skills give you superpowers. Install in 30 seconds.

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

Be Part of the 0+ Developer Community

Prompt Optimizer

Modifiers (parse from ARGUMENTS)

Auto-Detection Triggers

Agent Dispatch

Core Contract (every prompt needs all four)

Process

Type Focus

Output

Quick Start

Manual Installation

TEAR & SHARE

Tags

Multi-Agent Patterns

Memory Systems Design

Context Degradation Detection

Context Optimization

Tool Design for Agents

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