Agent skill

Prompt Gap To Publish

by amplitude in amplitude/builder-skills

A skill your agent uses whenever a user wants to turn AI Visibility data into published content — whether they say "find content gaps", "what should we write about", "which topics have low…

No licenceAuto-check passedWriting & Content

Install Prompt Gap To Publish

skills CLI
$ npx skills add amplitude/builder-skills --skill prompt-gap-to-publish -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install amplitude/builder-skills prompt-gap-to-publish --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/content-marketing-skills/skills/prompt-gap-to-publish .claude/skills/prompt-gap-to-publish && rm -rf skills-src

Use ~/.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/

Facts

Skill name
prompt-gap-to-publish
GitHub stars
159
Token cost
~2.8k tokens
SKILL.md length
1,465 words
Files
1
Skills in repo
61
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses whenever a user wants to turn AI Visibility data into published content — whether they say "find content gaps", "what should we write about", "which topics have low…

  • Works in 7 steps: CMS Discovery (run once at the start of… → Identify the Brand → Pull the Latest Report's Topic Data → …
  • A user wants to turn AI Visibility data into published content — whether they say find content gaps
  • SKILL.md covers Step 0 — CMS Discovery (run…, Step 1 — Identify the Brand, Step 2 — Pull the Latest… and Step 3 — Drill into Prompts, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Prompt Gap To Publish is an agent skill from amplitude/builder-skills. Use this skill whenever a user wants to turn AI Visibility data into published content — whether they say "find content gaps", "what should we write about", "which topics have low visibility", "help me get cited by AI models", "create a blog post from our AI Visibility gaps", "we're losing to competitors on these prompts", or any variation where they want to go from AI visibility weakness to a draft article, landing page, or FAQ. This skill connects directly to Amplitude AI Visibility data (topics, prompts…

Its SKILL.md is about 2.8k 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 Writing & Content, covering Blog and article writing, AI search optimization and CRM management. It works with WordPress, Contentful, HubSpot and Webflow. The repository describes itself as: Open-source AI skills for product managers — battle-tested by PMs at Amplitude.

When your agent uses it

  • A user wants to turn AI Visibility data into published content — whether they say find content gaps
  • What should we write about
  • Which topics have low visibility
  • Help me get cited by AI models

Example prompts

  • “find content gaps”
  • “what should we write about”
  • “which topics have low visibility”
  • “/prompt-gap-to-publish”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. CMS Discovery (run once at the start of every session)
  2. Identify the Brand
  3. Pull the Latest Report's Topic Data
  4. Drill into Prompts
  5. Rank and Present the Opportunities
  6. Generate the Content Draft
  7. Publish to CMS

What it can do on your machine

Read from SKILL.md and the folder at commit 51838c2. 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.

    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

Prompt Gap To Publish loads about 2.8k tokens when it runs. Until then it costs about 235 tokens; SKILL.md has 1,465 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~235
When it runs · the whole SKILL.md, loaded when a task matches
~2.8k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 1,465 words (~2,760 tokens).

“You're helping a marketing or content team turn AI Visibility gaps into real published content. The core insight: when AI models answer questions in your product category, your brand's presence is measurable — visibility %, average rank, citation count. Where…”

— opening of SKILL.md by amplitude
name
prompt-gap-to-publish

Read the full SKILL.md on GitHub

Files

Just SKILL.md in content-marketing-skills/skills/prompt-gap-to-publish of amplitude/builder-skills.

Open the folder on GitHubat commit 51838c2

Compare with similar skills

Prompt Gap To Publish 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.

Prompt Gap To Publish compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Prompt Gap To Publish this skillamplitude/builder-skills159—~2.8kAutomated safety check: PassNone
Content Management Systemsgithub/awesome-copilot40k1 repos~1.3kAutomated safety check: PassMIT
Blog WriteAgriciDaniel/claude-blog2.3k1 repos~5.6kAutomated safety check: PassMIT
BlogAgriciDaniel/claude-blog2.3k1 repos~8.6kAutomated safety check: WarnMIT
Blog BriefAgriciDaniel/claude-blog2.3k—~3.2kAutomated safety check: PassMIT
Find Web Developerjeremylongshore/tons-of-skills-marketplace2.8k—~3.7kAutomated safety check: NotesMIT

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Questions about Prompt Gap To Publish

What does Prompt Gap To Publish do?

A skill your agent uses whenever a user wants to turn AI Visibility data into published content — whether they say "find content gaps", "what should we write about", "which topics have low…. Prompt Gap To Publish is an agent skill from amplitude/builder-skills. Use this skill whenever a user wants to turn AI Visibility data into published content — whether they say "find content gaps", "what should we write about", "which topics have low visibility", "help me get cited by AI models", "create a blog post from our AI Visibility gaps", "we're losing to competitors on these prompts", or any variation where they want to go from AI visibility weakness to a draft article, landing page, or FAQ.

When should I use Prompt Gap To Publish?

Prompt Gap To Publish fits situations like: A user wants to turn AI Visibility data into published content — whether they say find content gaps; what should we write about; which topics have low visibility; help me get cited by AI models.

How do I install Prompt Gap To Publish in Claude Code?

Run `npx skills add amplitude/builder-skills --skill prompt-gap-to-publish -a claude-code`. Or copy the skill folder (content-marketing-skills/skills/prompt-gap-to-publish in amplitude/builder-skills) into .claude/skills/prompt-gap-to-publish in your project. Claude Code loads it when a task matches its description.

How do I install Prompt Gap To Publish in Codex?

Run `npx skills add amplitude/builder-skills --skill prompt-gap-to-publish -a codex`. Or copy the skill folder (content-marketing-skills/skills/prompt-gap-to-publish in amplitude/builder-skills) into .agents/skills/prompt-gap-to-publish in your project. Codex loads it when a task matches its description.

Can I use Prompt Gap To Publish 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 amplitude/builder-skills --skill prompt-gap-to-publish -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prompt-gap-to-publish, .gemini/skills/prompt-gap-to-publish, .github/skills/prompt-gap-to-publish and .opencode/skills/prompt-gap-to-publish in your project.

What does Prompt Gap To Publish need to run?

SKILL.md names no scripts, command-line tools or credentials: Prompt Gap To Publish is instructions for the agent only.

Does Prompt Gap To Publish 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 Prompt Gap To Publish 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 Prompt Gap To Publish use?

No licence was found for Prompt Gap To Publish or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Prompt Gap To Publish use?

About 2.8k tokens (SKILL.md is roughly 11k 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 Prompt Gap To Publish?

Skills that share tags, products or a category with Prompt Gap To Publish: Content Management Systems (github/awesome-copilot, 40k stars), Blog Write (AgriciDaniel/claude-blog, 2.3k stars), Blog (AgriciDaniel/claude-blog, 2.3k stars) and Blog Brief (AgriciDaniel/claude-blog, 2.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Prompt Gap To Publish?

amplitude (a GitHub organization) maintains it in amplitude/builder-skills, which has 159 GitHub stars. The repository holds 61 skills in this directory. The repository was last updated on July 24, 2026.

Source: amplitude/builder-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.