meme-factory

softaworks/agent-toolkit · updated Apr 8, 2026

MDX-style export adds YAML metadata + attribution linking explainx.ai and this canonical listing URL.

$npx skills add https://github.com/softaworks/agent-toolkit --skill meme-factory
0 commentsdiscussion
summary

Generate memes using 100+ templates from the memegen.link API with custom text and styling.

  • Supports popular templates like Drake, Buzz Lightyear, Success, and Fine, each suited to specific messaging contexts (comparisons, celebrations, irony, uncertainty)
  • Text encoding handles spaces, newlines, special characters, and quotes through simple character substitution ( _ for spaces, ~q for question marks, etc.)
  • Includes dimension and layout options for platform-specific sizing (1200x630
skill.md

Meme Factory

Create memes using the free memegen.link API and textual meme formats.


Triggers

Trigger Description
/meme-factory Manual invocation
/meme-factory {template} {top} {bottom} Direct meme generation
meme-factory: create a meme about X Natural language request

Quick Reference

Action Format
Basic meme https://api.memegen.link/images/{template}/{top}/{bottom}.png
With sizing ?width=1200&height=630
Custom background ?style=https://example.com/image.jpg
All templates https://api.memegen.link/templates/
Interactive docs https://api.memegen.link/docs/

Additional Resources:


Quick Start

Basic Meme Structure

https://api.memegen.link/images/{template}/{top_text}/{bottom_text}.{extension}

Example:

https://api.memegen.link/images/buzz/memes/memes_everywhere.png

Result: Buzz Lightyear meme with "memes" at top and "memes everywhere" at bottom.

Text Formatting

Character Encoding
Space _ or -
Newline ~n
Question mark ~q
Percent ~p
Slash ~s
Hash ~h
Single quote ''
Double quote ""

Popular Templates

Template Use Case Example
buzz X, X everywhere bugs/bugs_everywhere
drake Comparisons manual_testing/automated_testing
success Victories deployed/no_errors
fine Things going wrong server_on_fire/this_is_fine
fry Uncertainty not_sure_if_bug/or_feature
changemind Hot takes tabs_are_better_than_spaces
distracted Priorities my_code/new_framework/current_project
mordor One does not simply one_does_not_simply/deploy_on_friday

Template Selection Guide

Context Template Why
Comparing options drake Two-panel reject/approve format
Celebrating wins success Positive outcome emphasis
Problems ignored fine Ironic "everything is fine"
Uncertainty fry "Not sure if X or Y" format
Controversial opinion changemind Statement + challenge
Ubiquitous things buzz "X, X everywhere"
Bad ideas mordor "One does not simply..."

Validation

After generating a meme:

  • URL returns valid image (test in browser)
  • Text is readable (not too long)
  • Template matches the message context
  • Special characters properly encoded
  • Dimensions appropriate for platform

Platform Dimensions

Platform Dimensions
Social media (Open Graph) 1200x630
Slack/Discord 800x600
GitHub Default

Anti-Patterns

Avoid Why Instead
Spaces without encoding URL breaks Use _ or -
Too much text Unreadable 2-6 words per line
Wrong template Message mismatch Match template to context
Missing extension Invalid URL Always include .png, .jpg, etc.
Unencoded special chars URL breaks Use ~q, ~s, ~p, etc.
Assuming template exists 404 error Check templates list first

Verification

Meme generation is successful when:

  1. URL is valid - Returns HTTP 200
  2. Image renders - Displays correctly in markdown
  3. Text is visible - Properly formatted on image
  4. Context matches - Template fits the message

Test command:

curl -I "https://api.memegen.link/images/buzz/test/test.png"
# Should return: HTTP/2 200

Image Formats

Extension Use Case
.png Best quality, default
.jpg Smaller file size
.webp Modern, good compression
.gif Animated templates

Dimensions

?width=800
?height=600
?width=800&height=600  (padded to exact)

Layout Options

?layout=top     # Text at top only
?layout=bottom  # Text at bottom only
?layout=default # Standard top/bottom

Custom Fonts

View available: https://api.memegen.link/fonts/

?font=impact  (default)

Custom Images

Use any image as background:

https://api.memegen.link/images/custom/hello/world.png?style=https://example.com/image.jpg

Code Reviews

Template: fry
https://api.memegen.link/images/fry/not_sure_if_feature/or_bug.png

Deployments

Template: interesting
https://api.memegen.link/images/interesting/i_dont_always_test/but_when_i_do_i_do_it_in_production.png

Documentation

Template: yodawg
https://api.memegen.link/images/yodawg/yo_dawg_i_heard_you_like_docs/so_i_documented_the_documentation.png

Performance Issues

Template: fine
https://api.memegen.link/images/fine/memory_usage_at_99~/this_is_fine.png

Successful Deploy

Template: success
https://api.memegen.link/images/success/deployed_to_production/zero_downtime.png

Generating Memes in Response

Here's a relevant meme:

![Meme](https://api.memegen.link/images/buzz/bugs/bugs_everywhere.png)

Dynamic Generation (Python)

def generate_status_meme(status: str, message: str):
    template_map = {
        "success": "success",
        "failure": "fine",
        "review": "fry",
        "deploy": "interesting"
    }

    template = template_map.get(status, "buzz")
    words = message.split()
    top = "_".join(words[0:3])
    bottom = "_".join(words[3:6])

    return f"https://api.memegen.link/images/{template}/{top}/{bottom}.png"

Using the Helper Script

from meme_generator import MemeGenerator

meme = MemeGenerator()
url = meme.generate("buzz", "features", "features everywhere")
print(url)

Endpoints

Endpoint Purpose
/templates/ List all templates
/templates/{id} Template details
/fonts/ Available fonts
/images/{template}/{top}/{bottom}.{ext} Generate meme

API Characteristics

  • Free and open-source
  • No API key required
  • No rate limiting (normal use)
  • Stateless (all info in URL)
  • Images generated on-demand

Error Handling

  1. Check template at https://api.memegen.link/templates/
  2. Verify text formatting (underscores for spaces)
  3. Check special character encoding
  4. Ensure valid extension
  5. Test URL in browser

References

Document Content
markdown-memes-guide.md 15+ textual meme formats (greentext, copypasta, ASCII, etc.)
examples.md Practical usage examples

Scripts

Script Purpose
meme_generator.py Python helper for meme generation

Summary

Generate contextual memes to:

  • Add humor to conversations
  • Create social media visuals
  • Make code reviews engaging
  • Celebrate successes

Golden rule: Keep text concise, match template to context.

how to use meme-factory

How to use meme-factory on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add meme-factory
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/softaworks/agent-toolkit --skill meme-factory

The skills CLI fetches meme-factory from GitHub repository softaworks/agent-toolkit and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/meme-factory

Reload or restart Cursor to activate meme-factory. Access the skill through slash commands (e.g., /meme-factory) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

GET_STARTED →

Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.473 reviews
  • Daniel Mensah· Dec 28, 2024

    Solid pick for teams standardizing on skills: meme-factory is focused, and the summary matches what you get after install.

  • Chaitanya Patil· Dec 24, 2024

    Useful defaults in meme-factory — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Mei Malhotra· Dec 12, 2024

    Useful defaults in meme-factory — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Sofia Khan· Dec 12, 2024

    meme-factory is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Sophia Wang· Dec 8, 2024

    meme-factory fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Sofia Jackson· Nov 27, 2024

    meme-factory is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Anaya Robinson· Nov 19, 2024

    I recommend meme-factory for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Piyush G· Nov 15, 2024

    meme-factory has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Daniel Okafor· Nov 3, 2024

    meme-factory has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Camila Zhang· Nov 3, 2024

    meme-factory fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

showing 1-10 of 73

1 / 8