REPOGEO REPORT · LITE

peterkrueck/Claude-Code-Development-Kit

Default branch main · commit 3f91e6ac · scanned 5/23/2026, 10:51:43 AM

GitHub: 1,356 stars · 154 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

22 /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

1 / 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 peterkrueck/Claude-Code-Development-Kit, 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

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

OVERALL DIRECTION

highreadme#1

Clarify the README's opening statement to specify the kit's function

Why:

CURRENT

**Keep Claude Code coherent across sessions.** A starter kit that maintains the context layer Claude actually reads.

COPY-PASTE FIX

**Keep Claude Code coherent across sessions with this workflow and context management kit for Anthropic's Claude Code.** It maintains the context layer Claude actually reads, ensuring your AI assistant stays aligned with your project.

mediumabout#2

Refine the repository description for clarity and keyword inclusion

Why:

CURRENT

Claude Code Workflow for beginners & intermediate users. Tutorial and Installer included

COPY-PASTE FIX

A workflow kit for Anthropic's Claude Code, designed for beginners & intermediate users to maintain AI context and synchronize documentation across coding sessions. Includes tutorial and installer.

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 peterkrueck/Claude-Code-Development-Kit

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Continue-team/continue

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Continue-team/continue · recommended 1×
carlrobertoh/CodeGPT · recommended 1×
Cursor · recommended 1×
jupyter/notebook · recommended 1×
jupyterlab/jupyterlab · recommended 1×

CATEGORY QUERY
How to maintain AI assistant context across coding sessions for development?
you: not recommended
AI recommended (in order):
1. Continue (Continue-team/continue)
2. CodeGPT (carlrobertoh/CodeGPT)
3. Cursor
4. Jupyter Notebooks (jupyter/notebook)
5. JupyterLab (jupyterlab/jupyterlab)
6. ChatGPT
7. Claude
8. Google Gemini
9. Llama.cpp (ggerganov/llama.cpp)
10. Ollama (ollama/ollama)
11. Open WebUI (open-webui/open-webui)
12. Git (git/git)
AI recommended 12 alternatives but never named peterkrueck/Claude-Code-Development-Kit. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tool to keep project documentation synchronized with code for AI coding assistants?
you: not recommended
AI recommended (in order):
1. MkDocs
2. Sphinx
3. Read the Docs
4. Docusaurus
5. Next.js
6. MDX
7. Swagger UI
8. Redoc
9. nbdev
10. Jupytext
11. GitHub Wiki
12. GitLab Wiki
AI recommended 12 alternatives but never named peterkrueck/Claude-Code-Development-Kit. 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 peterkrueck/Claude-Code-Development-Kit?
pass
AI did not name peterkrueck/Claude-Code-Development-Kit — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts peterkrueck/Claude-Code-Development-Kit in production, what risks or prerequisites should they evaluate first?
pass
AI named peterkrueck/Claude-Code-Development-Kit 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 peterkrueck/Claude-Code-Development-Kit solve, and who is the primary audience?
pass
AI did not name peterkrueck/Claude-Code-Development-Kit — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

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peterkrueck/Claude-Code-Development-Kit — 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