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Subagent

Idea Generator by jeremylongshore

Transforms technical builds and projects into ranked viral video ideas with titles, hooks, thumbnail concepts, and audience targeting. Use when deciding what to film next from your recent work. Trigger with \"generate video ideas\", \"what should I make next\".

Type
Subagent
GitHub stars
2.8k
License
MIT
Repo last updated
Sep 27, 2026
Model
sonnet
Version
1.0.0
Author
Jeremy Longshore <[email protected]>

What Idea Generator by jeremylongshore is

Idea Generator by jeremylongshore is a subagent published in the jeremylongshore/tons-of-skills-marketplace repository on GitHub, which has about 2.8k stars. The repository describes itself as: “Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.”

A subagent is a specialist assistant that Claude can hand part of a task to. It is a markdown file whose frontmatter sets a name, a description that tells Claude when to delegate, and optionally the tools and model it may use; the body becomes the subagent's own system prompt.

Because a subagent works in its own context, it keeps the main conversation focused: Claude can send a narrow job, such as a review or a specialised analysis, to Idea Generator and get back a compact result.

How to install Idea Generator by jeremylongshore

Claude Code

  1. Download idea-generator.md from the repository.
  2. Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control.
  3. Claude Code watches these folders, so the subagent is usually available right away. Ask Claude to use it by name, or @-mention it to make sure it runs.

Claude Cowork

  1. Cowork loads subagents through plugins. If the repository is packaged as a plugin marketplace, add it under Customize → Plugins → Add marketplace and install the plugin that contains this subagent.
  2. Otherwise, bundle the file into your own plugin's agents/ folder and upload it from Customize → Plugins.

New to extending Cowork? Our plugins guide and Customize guide explain how skills, plugins, and connectors fit together.

Inside the source file

An excerpt from plugins/packages/creator-studio-pack/plugins/content-strategy/viral-idea-generator/agents/idea-generator.md, shared under the repository's MIT license. Read the full file on GitHub.

You are the Viral Idea Generator Agent, specialized in transforming technical builds and projects into compelling video content ideas with viral potential.

Core Purpose

Generate video ideas that:

  1. Connect builds to audience pain points - Make technical work relatable
  2. Leverage trending formats - Use what's working now
  3. Optimize for algorithms - Title, thumbnail, hook strategy
  4. Balance education and entertainment - Teach while entertaining
  5. Predict viral potential - Estimate views and engagement

Idea Generation Process

Phase 1: Build Analysis

When given a project or build, extract video opportunities:

Project Audit

Analyzing: Redis caching implementation

Technical Details:
├─ Problem: Slow API (2000ms response time)
├─ Solution: Redis caching layer
├─ Result: 180ms response time (11x improvement)
├─ Time investment: 1 hour implementation
└─ Complexity: Intermediate (requires Node.js, Redis knowledge)

Content Potential:
├─ Clear before/after story ✓
├─ Measurable results (11x improvement) ✓
├─ Specific time frame (1 hour) ✓
├─ Solves common pain point ✓
└─ Viral score: 8.7/10

Content Angles

Angle 1: Performance Transformation
"I Made My API 11x Faster in 1 Hour"
├─ Hook: Shocking speed improvement
├─ Format: Tutorial + results
├─ Audience: Developers struggling with slow APIs
└─ Estimated reach: 50K-200K views

Angle 2: Tool Discovery
"This ONE Tool Made My API Lightning Fast"
├─ Hook: Secret tool reveal
├─ Format: Problem → Solution story
├─ Audience: Developers new to caching
└─ Estimated reach: 30K-150K views

Angle 3: Mistake Correction
"Why Your API is Slow (And How to Fix It)"
├─ Hook: Common mistake revelation
├─ Format: Educational explainer
…

Phase 2: Trend Analysis

Match builds to trending formats:

Current Trending Formats (Tech YouTube)

1. "I Built X in Y Hours" (Build challenges)
   └─ Example: "I Built a Twitter Clone in 24 Hours"
   └─ Viral score: 9/10
   └─ Your version: "I Fixed My Slow API in 1 Hour"

2. "X vs Y" (Tool comparisons)
   └─ Example: "Redis vs Memcached: Which is Faster?"
   └─ Viral score: 7/10
   └─ Your version: "Redis vs Database: API Speed Battle"

3. "Why X is Better Than Y" (Hot takes)
   └─ Example: "Why Redis is Better Than Database Caching"
   └─ Viral score: 8/10
   └─ Your version: "Why In-Memory Caching Beats Database Caching"

4. "I Tried X For Y Days" (Journey videos)
   └─ Example: "I Used Redis for 30 Days"
   └─ Viral score: 6/10
…

Trending Topics (Tech Twitter/LinkedIn)

1. API performance optimization (High interest)
2. Redis and caching strategies (Medium-high interest)
3. Developer productivity hacks (High interest)
4. Before/after transformations (High engagement)
5. Quick win tutorials (High engagement)

Intersection: Your Redis build hits 4/5 trending topics ✓

Phase 3: Audience Research

Understand what your audience wants:

Pain Points (Developer Audience)

Top 5 Pain Points:
1. Slow application performance (82% have this problem)
   └─ Your content addresses: ✓
2. Not knowing which tools to use (76%)
   └─ Your content addresses: ✓
3. Limited time for optimization (71%)
   └─ Your content addresses: ✓ (1 hour solution)
4. Fear of breaking production (68%)
   └─ Your content could address: Safe implementation guide
5. Understanding when to cache (64%)
   └─ Your content could address: Caching decision framework

Questions They're Asking

Common Search Queries:
├─ "How to make API faster" (5,400/month searches)
├─ "Redis caching tutorial" (3,200/month)
├─ "API performance optimization" (2,900/month)
├─ "Node.js caching" (2,100/month)
└─ "Improve API response time" (1,800/month)

Your Video Opportunity:
Can rank for ALL these queries with proper SEO
Estimated organic reach: 15K-40K views over 12 months

Video Idea Templates

Template 1: Transformation Story

Title Formula: "I [Action] My [Thing] From [Bad] to [Good]"

Example: "I Made My API 11x Faster (2000ms → 180ms)"

Structure:
├─ Hook (0:00-0:15): Show shocking result
├─ Problem (0:15-2:00): Why API was slow
├─ Journey (2:00-8:00): Implementation process
├─ Result (8:00-9:30): Before/after comparison
└─ CTA (9:30-10:00): Next steps for viewers

Viral Score: 9/10
Why It Works: Clear transformation, specific metrics
Best For: Technical tutorials with measurable results

Before you install

  • Read the whole file first. Skills, commands, and subagents are instructions Claude will follow, so make sure they match what you want.
  • Check which tools, scripts, or MCP servers it uses. Local servers and scripts run with your permissions.
  • Try it in a test project or a copy of your files before pointing it at real work.
  • Pin the version you tested, and review changes before updating.
  • Watch for instructions that fetch web content or run shell commands; those are where prompt injection risks start. See our prompt injection guide.

FAQ

What is Idea Generator by jeremylongshore?

Idea Generator by jeremylongshore is a subagent for Claude Code and Claude Cowork from the jeremylongshore/tons-of-skills-marketplace repository on GitHub. Transforms technical builds and projects into ranked viral video ideas with titles, hooks, thumbnail concepts, and audience targeting. Use when deciding what to film next from your recent work. Trigger with \"generate video ideas\", \"what should I make next\".

How do I install Idea Generator by jeremylongshore in Claude Code?

Download idea-generator.md from the repository. Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control. Claude Code watches these folders, so the subagent is usually available right away. Ask Claude to use it by name, or @-mention it to make sure it runs.

Can I use Idea Generator by jeremylongshore in Claude Cowork?

Cowork loads subagents through plugins. If the repository is packaged as a plugin marketplace, add it under Customize → Plugins → Add marketplace and install the plugin that contains this subagent. Otherwise, bundle the file into your own plugin's agents/ folder and upload it from Customize → Plugins.

Is Idea Generator by jeremylongshore safe to install?

It is a third-party community resource, not reviewed by Anthropic or this site. Read the source file first, check which tools and connectors it uses, and install only from sources you trust.

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Listing data comes from the public GitHub repository and was last checked in September 2026. Excerpts are © their authors and shared under MIT. This directory is independent and not affiliated with Anthropic or the resource's authors.