REPOGEO REPORT · LITE

Piebald-AI/tweakcc

Default branch main · commit 0b99cbf3 · scanned 6/20/2026, 3:41:54 AM

GitHub: 2,229 stars · 170 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

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 Piebald-AI/tweakcc, 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

Strengthen and clarify the initial positioning of tweakcc in the README

Why:

CURRENT

tweakcc is a CLI tool that upgrades your Claude Code experience. Customize its system prompts, add custom themes, create toolsets, and personalize the UI. From the team behind **Piebald.**

COPY-PASTE FIX

**tweakcc is the definitive CLI tool for deeply customizing and enhancing your Claude Code AI coding assistant.** It empowers developers to personalize system prompts, create custom toolsets, add unique themes, and tailor the UI, directly addressing the need for a highly personalized and efficient AI development environment. Unlike general LLM frameworks or code analysis tools, tweakcc focuses exclusively on refining the Claude Code experience. From the team behind **Piebald.**

mediumhomepage#2
Add a homepage URL to the repository's About section
Why:
COPY-PASTE FIX
```
https://piebald.ai
```

mediumreadme#3

Add a dedicated 'Key Features' section to explicitly list customization options

Why:

COPY-PASTE FIX

**Key Features:**
*   **System Prompt Customization:** Tailor Claude Code's core instructions.
*   **Custom Toolsets:** Integrate your own tools and workflows.
*   **Input Pattern Highlighters:** Enhance code readability and focus.
*   **Themes & UI Personalization:** Customize thinking verbs, spinners, input box, and user message styling.
*   **Agentic Workflow Support:** Seamlessly integrate `AGENTS.md` for advanced AI behaviors.
*   **Unlock Private/Unreleased Features:** Access advanced capabilities.

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 Piebald-AI/tweakcc

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

LangChain

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

LangChain · recommended 2×
LlamaIndex · recommended 2×
OpenAI API · recommended 1×
CodeGPT · recommended 1×
Continue.dev · recommended 1×

CATEGORY QUERY
How can I personalize the system prompts and UI of my AI coding assistant?
you: not recommended
AI recommended (in order):
1. OpenAI API
2. LangChain
3. LlamaIndex
4. CodeGPT
5. Continue.dev
6. Cursor
7. GitHub Copilot
AI recommended 7 alternatives but never named Piebald-AI/tweakcc. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools help developers create custom agentic workflows and integrate them into their coding LLM?
you: not recommended
AI recommended (in order):
1. LangChain
2. LlamaIndex
3. AutoGen
4. CrewAI
5. Haystack
6. OpenAI Assistants API
7. Guidance
AI recommended 7 alternatives but never named Piebald-AI/tweakcc. 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 Piebald-AI/tweakcc?
pass
AI named Piebald-AI/tweakcc explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts Piebald-AI/tweakcc in production, what risks or prerequisites should they evaluate first?
pass
AI named Piebald-AI/tweakcc 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 Piebald-AI/tweakcc solve, and who is the primary audience?
pass
AI named Piebald-AI/tweakcc 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 Piebald-AI/tweakcc. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/Piebald-AI/tweakcc.svg)](https://repogeo.com/en/r/Piebald-AI/tweakcc)

HTML

<a href="https://repogeo.com/en/r/Piebald-AI/tweakcc"><img src="https://repogeo.com/badge/Piebald-AI/tweakcc.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

Piebald-AI/tweakcc — 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