REPOGEO REPORT · LITE

Pimzino/claude-code-spec-workflow

Default branch main · commit f3de74d8 · scanned 5/12/2026, 2:27:37 AM

GitHub: 3,722 stars · 264 forks

AI VISIBILITY SCORE

28 /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

2 / 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 Pimzino/claude-code-spec-workflow, 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

Rephrase the 'IMPORTANT NOTICE' to clarify this repo's current value

Why:

CURRENT

> **⚠️ IMPORTANT NOTICE:** Development focus has shifted to the **MCP (Model Context Protocol) version** of this workflow system. The MCP version provides enhanced features, real-time dashboard, and broader AI tool compatibility.
>
> **🚀 View the new Spec Workflow MCP →**
>
> This Claude Code-specific version remains available for existing users but will receive limited updates.

COPY-PASTE FIX

This repository offers a stable, Claude Code-specific implementation of our automated spec-driven and bug-fix workflows. For the latest features and broader AI tool compatibility, please see the **MCP (Model Context Protocol) version**.

hightopics#2

Add relevant topics for categorization

Why:

CURRENT

(none)

COPY-PASTE FIX

claude-ai, ai-workflow, spec-driven-development, bug-fix-workflow, code-generation, developer-tools, workflow-automation, llm-development, prompt-engineering

mediumreadme#3

Strengthen the README's initial value proposition

Why:

CURRENT

Automated workflows for Claude Code with intelligent task execution. Transform your development with structured workflows: Requirements → Design → Tasks → Implementation for new features, plus streamlined Report → Analyze → Fix → Verify for bug fixes.

COPY-PASTE FIX

Pimzino/claude-code-spec-workflow is an AI-driven development workflow orchestration tool for Claude Code. It automates structured development with spec-driven features (Requirements → Design → Tasks → Implementation) and streamlines bug fixes (Report → Analyze → Fix → Verify) using intelligent task execution.

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 Pimzino/claude-code-spec-workflow

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Jira

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Jira · recommended 1×
Azure DevOps · recommended 1×
GitLab · recommended 1×
ClickUp · recommended 1×
Trello · recommended 1×

CATEGORY QUERY
Seeking tools to automate a structured development workflow from requirements to implementation.
you: not recommended
AI recommended (in order):
1. Jira
2. Azure DevOps
3. GitLab
4. ClickUp
5. Trello
AI recommended 5 alternatives but never named Pimzino/claude-code-spec-workflow. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are effective solutions for streamlining bug fix workflows with AI assistance?
you: not recommended
AI recommended (in order):
1. GitHub Copilot
2. CodiumAI
3. Tabnine
4. Snyk Code
5. Jira with AI Integrations
6. OpenAI API
7. Google Cloud Vertex AI
8. Azure OpenAI Service
AI recommended 8 alternatives but never named Pimzino/claude-code-spec-workflow. 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 Pimzino/claude-code-spec-workflow?
pass
AI named Pimzino/claude-code-spec-workflow explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts Pimzino/claude-code-spec-workflow in production, what risks or prerequisites should they evaluate first?
pass
AI named Pimzino/claude-code-spec-workflow 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 Pimzino/claude-code-spec-workflow solve, and who is the primary audience?
pass
AI did not name Pimzino/claude-code-spec-workflow — 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?

Embed your GEO score

Drop this badge into the README of Pimzino/claude-code-spec-workflow. 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/Pimzino/claude-code-spec-workflow.svg)](https://repogeo.com/en/r/Pimzino/claude-code-spec-workflow)

HTML

<a href="https://repogeo.com/en/r/Pimzino/claude-code-spec-workflow"><img src="https://repogeo.com/badge/Pimzino/claude-code-spec-workflow.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

Pimzino/claude-code-spec-workflow — 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