Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add LeadMagic/gtm-skills --skill ai-content-creationgit clone --depth 1 https://github.com/LeadMagic/gtm-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/leadmagic/gtm-skills/ai-content-creation)<a href="https://agentmods.dev/skills/leadmagic/gtm-skills/ai-content-creation"><img src="https://agentmods.dev/badge/skills/leadmagic/gtm-skills/ai-content-creation/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/leadmagic/gtm-skills/ai-content-creation"><img src="https://agentmods.dev/badge/skills/leadmagic/gtm-skills/ai-content-creation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00113 | $0.03261 |
| Opus 5 | $0.00056 | $0.01631 |
| Sonnet 5 | $0.00023 | $0.00652 |
| Haiku 4.5 | $0.00011 | $0.00326 |
Grade A, and why
ai-content-creation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 360 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI Content Creation
Overview
AI writes. Humans edit. Together, they produce 5-10x more content than either alone. The mistake: asking AI to "write a blog post about X" and publishing the output. That produces AI slop. The fix: a structured workflow where AI generates research, outlines, and first drafts — and humans inject unique insight, experience, and voice. This skill covers step-by-step AI content workflows for every format: blog posts, social, email, ads, landing pages, and SEO content.
Authoritative Foundations
- Justin Welsh — Content Operating System (repurposing lattice) — Content Operating System (repurposing lattice)
- Harry Dry (Marketing Examples) — Show, don't tell — Show, don't tell
- Amanda Natividad (SparkToro) — Zero-click content — Zero-click content
- Ross Simmonds — Content distribution at scale — Content distribution at scale
- Nail Rodriguez — Conversion copywriting — Conversion copywriting
When to Use
Trigger phrases: "AI content creation", "ChatGPT for blog writing", "AI copywriting", "Claude content workflow", "scale content with AI", "AI email writing", "AI social media content", "Jasper vs ChatGPT", "AI blog post workflow"
The AI Content Stack
| Tool | Best For | Cost | Quality |
|---|---|---|---|
| Claude 4 (Opus) | Long-form, strategy, technical | $20/mo | Exceptional — best for B2B long-form |
| ChatGPT 4o | Short-form, creative, variants | $20/mo | Excellent — best for hooks and variants |
| Perplexity | Research, data gathering, fact-checking | Free-$20/mo | Research-grade with citations |
| Jasper | Enterprise content teams, brand voice | $49-125/mo | Good with brand voice training |
| Copy.ai | Sales copy, email, social | $36/mo | Good for short-form templates |
| Writesonic | SEO content, blog posts | $16/mo | Decent for SEO-first content |
The Master Workflow (All-Format)
Phase 1: Research & Outline (AI-Assisted)
STEP 1 — Topic Research (Perplexity / Claude with Search):
"Research the current state of [topic] in [industry]. Find:
- Top 5 recent articles/posts on this topic
- Key statistics (with sources)
- Common opinions and contrarian takes
- What's missing from existing coverage"
STEP 2 — Outline (Claude):
"Create a detailed outline for a [format] about [topic].
Audience: [ICP]. The piece should answer: [specific question].
Include: [sections/elements specific to format].
Avoid: [things you DON'T want — AI slop, generic advice, etc.]"
STEP 3 — Unique Angle Injection (Human):
Add to the outline:
- Your unique data/experience
- Specific customer examples
- Contrarian or original opinions
- Frameworks you've developed
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago Changed b65c1d79a638
- 9d ago First seen · 360 lines · 113 tokens per session scan A a189b05951c6
ai-content-creation is a skill published in the GitHub repository LeadMagic/gtm-skills (48 stars, last pushed yesterday), licensed MIT. It adds 113 tokens to every session and 3,261 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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