REPOGEO REPORT · LITE

tjboudreaux/cc-thinking-skills

Default branch main · commit 0313ee0d · scanned 6/20/2026, 6:38:21 PM

GitHub: 533 stars · 88 forks

AI VISIBILITY SCORE

35 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface tjboudreaux/cc-thinking-skills, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Reposition plugin installation and invocation details to the README introduction

Why:

CURRENT

# Claude Code Thinking Skills

> **39 Mental Models and Critical-Thinking Frameworks for Claude CodeClaude Code Thinking Skills is a collection of 39 mental-model and critical-thinking frameworks for Claude Code that give Anthropic's AI coding agent structured ways to reason about decisions, debugging, systems, risk, and strategy.**

COPY-PASTE FIX

# Claude Code Thinking Skills

> **Installable via the plugin marketplace, Claude Code Thinking Skills is a collection of 39 mental-model and critical-thinking frameworks for Claude Code. These are invocable skills that give Anthropic's AI coding agent structured ways to reason about decisions, debugging, systems, risk, and strategy.**

mediumabout#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://github.com/tjboudreaux/cc-thinking-skills
```

lowtopics#3

Add specific topics related to AI reasoning and agent enhancement

Why:

CURRENT

ai-tools, anthropic, claude, claude-code, critical-thinking, decision-making, first-principles, mental-models, problem-solving, systems-thinking

COPY-PASTE FIX

ai-tools, anthropic, claude, claude-code, critical-thinking, decision-making, first-principles, mental-models, problem-solving, systems-thinking, ai-reasoning, ai-agent-enhancement

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface tjboudreaux/cc-thinking-skills

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

tensorflow/tensorboard

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

tensorflow/tensorboard · recommended 2×
LangChain · recommended 1×
LlamaIndex · recommended 1×
Auto-GPT · recommended 1×
BabyAGI · recommended 1×

CATEGORY QUERY
How can I enhance an AI assistant's problem-solving with structured critical thinking frameworks?
you: not recommended
AI recommended (in order):
1. LangChain
2. LlamaIndex
3. Auto-GPT
4. BabyAGI
5. CoT (Chain-of-Thought) Prompting
6. DSPy
7. Guidance
8. Humanloop
9. Vellum
AI recommended 9 alternatives but never named tjboudreaux/cc-thinking-skills. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools provide mental models for AI to improve strategic decision-making and debugging?
you: not recommended
AI recommended (in order):
1. SHAP (shap/shap)
2. LIME (marcotcr/lime)
3. What-If Tool (WIT) (tensorflow/tensorboard)
4. InterpretML (microsoft/interpret)
5. TensorBoard (tensorflow/tensorboard)
6. Captum (pytorch/captum)
7. Microsoft's Interpretability Toolkit (MITK)
AI recommended 7 alternatives but never named tjboudreaux/cc-thinking-skills. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of tjboudreaux/cc-thinking-skills?
pass
AI named tjboudreaux/cc-thinking-skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts tjboudreaux/cc-thinking-skills in production, what risks or prerequisites should they evaluate first?
pass
AI named tjboudreaux/cc-thinking-skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo tjboudreaux/cc-thinking-skills solve, and who is the primary audience?
pass
AI named tjboudreaux/cc-thinking-skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of tjboudreaux/cc-thinking-skills. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)

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HTML

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tjboudreaux/cc-thinking-skills — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite