Analyze Content Gaps

Community

dandye

analyze-content-gaps

Identify content gaps and organizational opportunities. Analyzes missing content areas, redundancies, and consolidation opportunities.

Overview

Publisher	dandye
Repository	`ai-runbooks`
Skill name	`analyze-content-gaps`
Stars	126
Forks	34
Bundled files	Instructions only
License	Apache-2.0
Links	Skill source Repository

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by dandye on GitHub. Read the source before you install it.

Installation

Install the Analyze Content Gaps AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/dandye/ai-runbooks.git /tmp/ai-runbooks
mkdir -p .claude/skills
cp -r /tmp/ai-runbooks/skills/analyze-content-gaps .claude/skills/analyze-content-gaps

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Analyze Content Gaps in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Analyze Content Gaps on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Analyze Content Gaps is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Analyze Content Gaps Skill

Identify missing, redundant, or underperforming content within a documentation set. This skill compares existing content against user needs and competitive benchmarks to find opportunities for improvement.

Inputs

PATH - The content documentation to analyze (e.g., "/documentation")
USER_NEEDS - (Optional) Boolean, whether to map against user search queries or support tickets (default: true)
COMPETITIVE_ANALYSIS - (Optional) Boolean, whether to compare against industry standards or competitors (default: false)

Workflow

Step 1: Baseline Assessment

Map the current state of content at PATH.

What topics are covered?
What is the depth of coverage?

Step 2: Needs Analysis

Determine what should be covered.

User Needs: Analyze search logs, support tickets, or user stories (if USER_NEEDS is true).
Standards: Compare against standard frameworks or requirements.
Competitors: Compare against competitor documentation (if COMPETITIVE_ANALYSIS is true).

Step 3: Gap Identification

Compare Baseline vs. Needs.

Missing: Topics required but not present.
Thin: Topics present but lacking detail.
Redundant: Multiple pages covering the same topic unnecessarily.
Outdated: Content that no longer matches current needs.

Step 4: Strategic Recommendations

Prioritize gaps based on impact and effort.

Required Outputs

A GAP_ANALYSIS_REPORT in markdown format containing:

Missing Topics: List of high-priority new content to create.
Improvement Areas: List of existing content needing expansion.
Consolidation Targets: List of redundant content to merge.
Strategic Roadmap: Recommended order of execution.

Quick Reference

Purpose: Align content with user needs and business goals.
Outcome: Actionable content strategy roadmap.

Frequently asked questions

What does the Analyze Content Gaps AI skill do?

Identify content gaps and organizational opportunities. Analyzes missing content areas, redundancies, and consolidation opportunities.

Why use Analyze Content Gaps on TypingMind?

Because you install it once and use it with any model. Analyze Content Gaps is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Analyze Content Gaps in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/dandye/ai-runbooks/tree/main/skills/analyze-content-gaps. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Analyze Content Gaps?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Analyze Content Gaps?

As many as you like. As long as a model supports skills, you can use Analyze Content Gaps with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Analyze Content Gaps AI skill free?

Yes. It is published on GitHub by dandye under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Next Partial Prefetching Optimizer

vercel

OrganizationPopular

Optimize what selected Next.js client navigations include before the click under Partial Prefetching. Use after Cache Components and Partial Prefetching are adopted when the user wants selected…

Ponytail Gain

Show ponytail's measured impact as a compact scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display, not a persistent mode, and not a per-repo number. Trigger:…

Benchmark Models

Cross-model benchmark for gstack skills. (gstack)

Benchmark

Performance regression detection. (gstack)

Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Analyze Content Gaps Skill

Inputs

Workflow

Step 1: Baseline Assessment

Step 2: Needs Analysis

Step 3: Gap Identification

Step 4: Strategic Recommendations

Required Outputs

Quick Reference

Frequently asked questions

Related AI Skills

Set up your own AI workspace now