copywriting-cta

copywriting-cta is a skill for Codex from OutlineDriven/outline-driven-development. It costs 71 tokens per session (2,143 once invoked), scanned A, original, Apache-2.0.

A planning aid for calls to action placed at the end of an article. A call to action is a prompt that asks readers to take a next step, such as subscribing, booking a call, or buying something.

In plain words
What is it for?
Use it to plan the CTA wording, form, follow-up method, experiments, accessibility checks, and warnings about common mistakes.
Why use it?
It helps connect an article's audience and purpose to a suitable next step instead of adding a generic prompt.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to plan the CTA wording, form, follow-up method, experiments, accessibility checks, and warnings about common mistakes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/outlinedriven/outline-driven-development/copywriting-cta
Install

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.

Any agent
npx skills add OutlineDriven/outline-driven-development --skill copywriting-cta
Clone the repo
git clone --depth 1 https://github.com/OutlineDriven/outline-driven-development

Made for: Codex.

Wrote 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.

agentmods badge for copywriting-cta

README.md
[![agentmods](https://agentmods.dev/badge/skills/outlinedriven/outline-driven-development/copywriting-cta/github.svg)](https://agentmods.dev/skills/outlinedriven/outline-driven-development/copywriting-cta)
Your own site
<a href="https://agentmods.dev/skills/outlinedriven/outline-driven-development/copywriting-cta"><img src="https://agentmods.dev/badge/skills/outlinedriven/outline-driven-development/copywriting-cta/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.

agentmods 80×15 button for copywriting-cta

Your own site · 80×15
<a href="https://agentmods.dev/skills/outlinedriven/outline-driven-development/copywriting-cta"><img src="https://agentmods.dev/badge/skills/outlinedriven/outline-driven-development/copywriting-cta.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 71 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,143 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Excessive Agency · line 25
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00071 $0.02143
Opus 5 $0.00036 $0.01071
Sonnet 5 $0.00014 $0.00429
Haiku 4.5 $0.00007 $0.00214

Measured 5d ago against content hash 9fe5e4a0b4d2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

copywriting-cta 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.

.devin/skills/copywriting-cta/SKILL.md · 122 lines

How it starts

The opening of the file, as written. The whole thing — 122 lines — stays where its author put it; the contents beside it link to each section on GitHub.

End-of-article CTA designer

Contract

Field Bound contract
Trigger User asks to design or review a bottom-of-article CTA.
Authority Read-only. No file, VCS, credential, paid, published, deployed, or remote mutation. Produces a recommendation in the conversation only.
Side effect No state outside the conversation.
Done Complete CTA recommendation (copy, form, mechanism, tests, a11y) with anti-pattern warnings.

Inputs

Required from the user (ask one question at a time with 2-4 tappable options; skip any already answered; fall back to free text only if the answer cannot be enumerated):

  1. Article context: Personal/independent blog or essay · Newsletter/paid publication · Brand/company/content-marketing blog · Other.
  2. Primary objective: Newsletter/email subscription · Social follow · Lead generation (gated asset) · Product/service signup or free trial · Demo or sales call booking · Direct purchase · Community join · Engagement (reply/comment/share) · Reader support (paid sub/tip) · Try-it/direct action · Other. If the user lists more than one, ask which is primary; choosing multiple objectives is the dominant cause of CTA failure.
  3. Audience and relationship: First-time visitor · Returning reader, not subscribed · Existing subscriber/customer · Mixed/unknown.
  4. Funnel stage: TOFU (discovery, no buying intent) · MOFU (evaluating, comparing) · BOFU (ready to act) · Not applicable.
  5. Mechanism preference (ask only if a mechanism could legitimately help; for skeptical or repeat-reader audiences default to "None / value-only" without asking): None/value-only · Curiosity gap · Reciprocity (free asset first) · Discount/offer · Urgency (real deadline) · Scarcity/FOMO · Social proof.

Optional: free-text constraints the user volunteers (length limit, brand voice, no popups, language, formality).

Procedure

  1. Interview. Ask the five inputs above in order, one at a time, skipping any already supplied. Capture volunteered constraints. Done when: all five inputs are collected or reported missing.

Read the full file on GitHub · 122 lines

Files

What ships with it

1 file 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.

Changes

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.

  1. 5d ago First seen · 122 lines · 71 tokens per session scan A 9fe5e4a0b4d2

Subscribe to this mod's changes

copywriting-cta is a skill published in the GitHub repository OutlineDriven/outline-driven-development (52 stars, last pushed 3d ago), licensed Apache-2.0. It adds 71 tokens to every session and 2,143 once invoked, about $0.0004 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 2026-09-03.

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