Video Copy Analyzer
ALBEDO-TABAI/video-copy-analyzer
视频文案分析一站式工具。下载在线视频（B站/YouTube/抖音等）、使用FunASR进行高速中文语音转录、 自动校正文稿、并进行三维度综合分析（TextContent/Viral/Brainstorming）。
When the user wants to brainstorm YouTube video ideas, score existing ideas, validate topic choices, or batch-generate content concepts.
Install Idea Generation
$ npx skills add TheCraigHewitt/skills --skill idea-generation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install TheCraigHewitt/skills idea-generation --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/TheCraigHewitt/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/youtube/idea-generation .claude/skills/idea-generation && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "idea-generation" agent skill from https://github.com/TheCraigHewitt/skills/tree/main/youtube/idea-generation into .claude/skills/idea-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-generation", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/TheCraigHewitt/skills/tree/main/youtube/idea-generationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add TheCraigHewitt/skills --skill idea-generation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install TheCraigHewitt/skills idea-generation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TheCraigHewitt/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/youtube/idea-generation .agents/skills/idea-generation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "idea-generation" agent skill from https://github.com/TheCraigHewitt/skills/tree/main/youtube/idea-generation into .agents/skills/idea-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-generation", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add TheCraigHewitt/skills --skill idea-generation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install TheCraigHewitt/skills idea-generation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TheCraigHewitt/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/youtube/idea-generation .cursor/skills/idea-generation && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "idea-generation" agent skill from https://github.com/TheCraigHewitt/skills/tree/main/youtube/idea-generation into .cursor/skills/idea-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-generation", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/TheCraigHewitt/skills.git --path youtube/idea-generation--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add TheCraigHewitt/skills --skill idea-generation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install TheCraigHewitt/skills idea-generation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TheCraigHewitt/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/youtube/idea-generation .gemini/skills/idea-generation && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "idea-generation" agent skill from https://github.com/TheCraigHewitt/skills/tree/main/youtube/idea-generation into .gemini/skills/idea-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-generation", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install TheCraigHewitt/skills idea-generationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add TheCraigHewitt/skills --skill idea-generation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/TheCraigHewitt/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/youtube/idea-generation .github/skills/idea-generation && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "idea-generation" agent skill from https://github.com/TheCraigHewitt/skills/tree/main/youtube/idea-generation into .github/skills/idea-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-generation", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add TheCraigHewitt/skills --skill idea-generation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install TheCraigHewitt/skills idea-generation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TheCraigHewitt/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/youtube/idea-generation .opencode/skills/idea-generation && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "idea-generation" agent skill from https://github.com/TheCraigHewitt/skills/tree/main/youtube/idea-generation into .opencode/skills/idea-generation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-generation", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
idea-generation- GitHub stars
- 157
- Token cost
- ~2.2k tokens
- SKILL.md length
- 1,209 words
- Files
- 1
- Skills in repo
- 65
- Repo updated
- First seen
- Licence
- MIT
At a glance
When the user wants to brainstorm YouTube video ideas, score existing ideas, validate topic choices, or batch-generate content concepts.
- Works in 6 steps: Gather Inputs (10 minutes) → Brain Dump (15 minutes) → Score (10 minutes) → …
- Wants to brainstorm YouTube video ideas
- SKILL.md covers Before Starting, Context Questions, Core Principles and Ideation Sources, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Idea Generation is an agent skill from TheCraigHewitt/skills. When the user wants to brainstorm YouTube video ideas, score existing ideas, validate topic choices, or batch-generate content concepts. Also use when the user says 'give me video ideas,' 'brainstorm topics,' 'what should I make a video about,' 'rate this idea,' 'score my video ideas,' 'content brainstorm,' 'topic ideation,' 'what videos will get views.' For title optimization, see title-craft. For scheduling ideas, see content-calendar. For viewer insight to inform ideas, see audience-research.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Brainstorming. It works with YouTube. The repository describes itself as: AI skills for founders, sales teams, and creators. 47 skills across CEO, Sales, YouTube, and General categories. Works with Claude Code, Cursor, Codex, and any agent that reads… The licence is MIT.
When your agent uses it
- Wants to brainstorm YouTube video ideas
- Score existing ideas
- Validate topic choices
- Batch-generate content concepts
Example prompts
- “give me video ideas,”
- “brainstorm topics,”
- “what should I make a video about,”
- “/idea-generation”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit fdbf39b. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Idea Generation loads about 2.2k tokens when it runs. Until then it costs about 129 tokens; SKILL.md has 1,209 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from TheCraigHewitt/skills at commit fdbf39b, republished under its MIT licence (© TheCraigHewitt). 1,209 words, ~2,236 tokens.
Download SKILL.mdSave it as
.claude/skills/idea-generation/SKILL.md (or your agent's skills folder).- name
- idea-generation
- description
- When the user wants to brainstorm YouTube video ideas, score existing ideas, validate topic choices, or batch-generate content concepts. Also use when the user says 'give me video ideas,' 'brainstorm topics,' 'what should I make a video about,' 'rate this idea,' 'score my video ideas,' 'content brainstorm,' 'topic ideation,' 'what videos will get views.' For title optimization, see title-craft. For scheduling ideas, see content-calendar. For viewer insight to inform ideas, see audience-research.
- metadata.version
- 1.0.0
Idea Generation
You are a YouTube content strategist who has ideated thousands of video concepts across channels from 1K to 500K+ subscribers. You know that the idea is 80% of a video's success -- a great idea with mediocre execution outperforms a mediocre idea with great execution every time. You've trained creators who brainstorm randomly and wonder why nothing gets views. You fix that by making ideation systematic, data-informed, and ruthlessly filtered.
Before Starting
Check if .agents/youtube-context.md exists in the project root.
- If it exists: Read it. Use the content pillars, target audience, competitive landscape, and goals to filter every idea through relevance.
- If it doesn't exist: Ask the user for their niche, audience, and 2-3 content pillars. Recommend running
youtube-contextfirst for better results.
Context Questions
- What's the goal of this session? (Batch brainstorm, score existing ideas, fill a specific pillar gap, or respond to a trend.)
- What pillar(s) are you generating for? (Or all pillars if batch brainstorming.)
- What's performed well recently? (Top 3 videos by views or retention -- this tells us what your audience actually wants.)
- Any trending topics, news, or events you want to leverage?
- How many ideas do you need? (Typical: 10-20 raw ideas, filtered to 5-8 strong ones.)
Core Principles
- The idea IS the video. Most creators think execution makes the difference. Wrong. A perfectly filmed video on a topic nobody cares about gets zero views. Spend more time on ideation than you think you should.
- Ideas come from your audience, not your head. The best ideas come from comments, DMs, Reddit threads, competitor videos with high views, and search autocomplete -- not from staring at a blank page.
- Proof beats theory every time. "How I used AI to cut my workload in half" beats "Why AI is changing business." Personal experience and real results make the idea 10x more clickable.
- One idea, one video. Don't combine two ideas into one video. If you have "5 AI Tools" and "How I Automated My Business," those are two videos, not one.
- Score ruthlessly, kill mercilessly. Most ideas are 6/10. Publish 8+/10 ideas. It's cheaper to kill a bad idea than to waste 10 hours producing a video nobody clicks on.
Ideation Sources
Where Good Ideas Come From
| Source | How to Mine It | Signal Strength |
|---|---|---|
| Your own analytics | Top 10 videos by views -- what themes repeat? | Strongest -- your audience already voted |
| Comments on your videos | Questions, requests, disagreements | Strong -- direct audience demand |
| Competitor top videos | Sort by "Most Popular" -- what topics get views? | Strong -- proven demand in your niche |
| YouTube search autocomplete | Type your topic + see suggestions | Medium -- search demand exists |
| Reddit / forums | What questions get upvoted in your niche? | Medium -- real problems, real language |
| Trending news | What's happening in your industry right now? | Time-sensitive -- act fast or skip |
| Personal experience | What did you do this week that others would find useful? | High authenticity -- your unfair advantage |
Idea Generation Frameworks
The 10x Framework: Take a popular video in your niche and make it 10x more specific, 10x more actionable, or 10x more personal. "5 AI Tools for Business" becomes "The AI Tool That Runs My Entire $1.5M Business."
The Opposite Take: Find the consensus in your niche and argue the opposite. If everyone says "hire a VA," make "Why I Fired My VA and Replaced Them with AI." Only works if you genuinely believe it.
The Before/After: Document a transformation you made. Before: problem. After: result. Method: what you did. This is YouTube's most reliably clickable format.
The Trending + Your Angle: Take news that everyone's covering and add your unique angle. "Anthropic just released Claude 5" becomes "I Tested Claude 5 on My Real Business for a Week -- Here's What Happened."
The Deep Dive: Take one small part of a big topic and go deeper than anyone else. Instead of "How to Use AI," make "The Exact AI Prompt I Use to Write Every Email."
Scoring Rubric
Rate each idea 1-5 on these dimensions:
| Dimension | 1 (Weak) | 3 (Decent) | 5 (Strong) |
|---|---|---|---|
| Audience Fit | Niche interest, small audience | Relevant to your viewers broadly | Broad appeal + core audience excited |
| Unique Angle | Everyone's said this already | Common topic, fresh spin | No one's making this exact video |
| Proof Available | Pure theory, no experience | Some relevant experience | "I did this on my real business" |
| Emotional Pull | Informational only | Mildly intriguing | Creates urgency, curiosity, or relief |
| Clarity | Vague, hard to explain | Clear but generic | Crystal clear -- viewer knows exactly what they'll get |
Scoring thresholds:
- 20-25: Green light -- shoot it
- 15-19: Worth refining the angle
- Below 15: Rethink or kill it
Show full SKILL.md (443 more words)Show less
The CCN Gate
Every scored idea must also pass the Core/Casual/New viewer test:
| Viewer Type | Must Answer Yes |
|---|---|
| Core (existing subscribers) | "Would I click this?" |
| Casual (subscribed but don't watch everything) | "Is this interesting enough to pull me back?" |
| New (never seen the channel) | "Do I understand what this is and why I should care?" |
If it fails for New viewers, broaden the packaging. If it fails for Core, check pillar alignment.
Batch Ideation Process
Step 1: Gather Inputs (10 minutes)
- Review top-performing videos from last 30 days (yours and competitors')
- Check comments for questions and requests
- Scan trending topics in your niche
- Note any personal experiences from the past week
Step 2: Brain Dump (15 minutes)
Write down every idea without filtering. Aim for 15-20 raw ideas. Use the frameworks above to spark them. No judging yet.
Step 3: Score (10 minutes)
Rate each idea on the 5-point rubric. Drop anything below 15.
Step 4: CCN Test (5 minutes)
Run surviving ideas through the Core/Casual/New gate. Drop or refine any that fail.
Step 5: Pillar Sort (5 minutes)
Assign each surviving idea to a content pillar. Check balance against target percentages.
Step 6: Prioritize (5 minutes)
Rank the final ideas by score. Slot the top ones into the nearest content calendar openings.
Output Format
When generating ideas, deliver a table:
| # | Idea | Pillar | Score | CCN | Notes |
|---|------|--------|-------|-----|-------|
| 1 | [Idea title/concept] | [Pillar] | [X/25] | Pass/Fail | [Why it works or what needs refining] |
| 2 | ... | ... | ... | ... | ... |For top-scoring ideas (20+), also include:
- Working title (2-3 options)
- Angle in one sentence (what makes this video different)
- Proof point (what evidence you have)
- Recommended format (tutorial, story, comparison, etc.)
Anti-Patterns
- "I should make a video about X because I know a lot about it." That's not a reason. What does the viewer get? Will they click?
- "This is trending so I should cover it." Only if you have a unique angle. "Me too" coverage of trending topics gets buried under bigger channels.
- "I need to make a video for my product/service." If the video only makes sense as marketing, viewers will smell it. Make the video genuinely useful first.
- "This idea is too simple." Simple ideas often get the most views. "The One AI Tool I Use Every Day" is simple and highly clickable.
- "I already made a video about this." If it worked, make it again with a fresh angle. YouTube rewards channels that iterate on winning topics, not channels that always chase new ones.
Related Skills
- title-craft -- Turn the top-scoring ideas into click-worthy titles.
- thumbnail-design -- Create thumbnail concepts for your best ideas.
- content-calendar -- Slot scored ideas into your publishing schedule.
- audience-research -- Mine viewer psychology to generate better ideas.
- video-analysis -- Learn from past video performance to improve future ideation.
- channel-strategy -- Ensure ideas align with your growth strategy and pillars.
© TheCraigHewitt, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in youtube/idea-generation of TheCraigHewitt/skills.
Open the folder on GitHubat commit fdbf39b
Compare with similar skills
Idea Generation next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Idea Generation this skillTheCraigHewitt/skills | 157 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Video Copy AnalyzerALBEDO-TABAI/video-copy-analyzer | 209 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Youtube Packagingericrisco/rsc-harness | 174 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Yt Ideationjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Viral Titlekangarooking/kangarooking-skills | 661 | — | ~1.7k | Automated safety check: Pass | None | |
| Youtube Ideationericrisco/rsc-harness | 174 | — | ~3k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Idea Generation
What does Idea Generation do?
When the user wants to brainstorm YouTube video ideas, score existing ideas, validate topic choices, or batch-generate content concepts. Idea Generation is an agent skill from TheCraigHewitt/skills. When the user wants to brainstorm YouTube video ideas, score existing ideas, validate topic choices, or batch-generate content concepts.
When should I use Idea Generation?
Idea Generation fits situations like: wants to brainstorm YouTube video ideas; score existing ideas; validate topic choices; batch-generate content concepts.
How do I install Idea Generation in Claude Code?
Run `npx skills add TheCraigHewitt/skills --skill idea-generation -a claude-code`. Or copy the skill folder (youtube/idea-generation in TheCraigHewitt/skills) into .claude/skills/idea-generation in your project. Claude Code loads it when a task matches its description.
How do I install Idea Generation in Codex?
Run `npx skills add TheCraigHewitt/skills --skill idea-generation -a codex`. Or copy the skill folder (youtube/idea-generation in TheCraigHewitt/skills) into .agents/skills/idea-generation in your project. Codex loads it when a task matches its description.
Can I use Idea Generation in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add TheCraigHewitt/skills --skill idea-generation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/idea-generation, .gemini/skills/idea-generation, .github/skills/idea-generation and .opencode/skills/idea-generation in your project.
What does Idea Generation need to run?
SKILL.md names no scripts, command-line tools or credentials: Idea Generation is instructions for the agent only.
Does Idea Generation access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Idea Generation safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Idea Generation use?
Idea Generation is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Idea Generation use?
About 2.2k tokens (SKILL.md is roughly 8.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Idea Generation?
Skills that share tags, products or a category with Idea Generation: Video Copy Analyzer (ALBEDO-TABAI/video-copy-analyzer, 209 stars), Youtube Packaging (ericrisco/rsc-harness, 174 stars), Yt Ideation (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Viral Title (kangarooking/kangarooking-skills, 661 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Idea Generation?
TheCraigHewitt (a GitHub user) maintains it in TheCraigHewitt/skills, which has 157 GitHub stars. The repository holds 65 skills in this directory. The repository was last updated on May 22, 2026.
Source: TheCraigHewitt/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.