REPOGEO REPORT · LITE

specstoryai/getspecstory

Default branch dev · commit 66c724af · scanned 6/20/2026, 10:47:00 AM

GitHub: 1,251 stars · 77 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

33 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 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 specstoryai/getspecstory, 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 README H1 and opening to clarify core purpose

Why:

CURRENT

# Intent is the new source code

**Turn your AI development conversations into searchable, shareable knowledge.**

COPY-PASTE FIX

# SpecStory: Turn AI Coding Conversations into Reusable Developer Skills

**SpecStory captures, indexes, and transforms your AI coding assistant conversations into searchable, shareable knowledge and reusable agent skills.**

mediumcomparison#2

Add a "Why SpecStory?" or "Comparison" section to README

Why:

COPY-PASTE FIX

## Why SpecStory? (vs. Obsidian, LangChain, etc.)

Unlike general note-taking apps like Obsidian or Notion, SpecStory is purpose-built for AI *coding assistant* conversations, focusing on extracting developer skills and knowledge from your interactions. While tools like LangChain or LlamaIndex provide frameworks for building AI applications, SpecStory is an end-user tool that integrates with your existing AI IDEs and terminal agents to capture and leverage your daily AI development workflow.

lowreadme#3

Populate or remove empty links in README

Why:

CURRENT

<a href="https://specstory.com"></a>

COPY-PASTE FIX

Ensure all <a> tags have valid, descriptive text and correct href attributes, or remove them if not needed. For example, change <a href="https://specstory.com"></a> to <a href="https://specstory.com">Install SpecStory</a>.

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 specstoryai/getspecstory

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Obsidian

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Obsidian · recommended 2×
Notion · recommended 2×
logseq/logseq · recommended 1×
Evernote · recommended 1×
laurent22/joplin · recommended 1×

CATEGORY QUERY
How can I save and organize AI coding assistant conversations for future reference and skill building?
you: not recommended
AI recommended (in order):
1. Obsidian
2. Notion
3. Logseq (logseq/logseq)
4. Evernote
5. Joplin (laurent22/joplin)
6. Google Keep
7. ChatGPT's built-in history
8. Poe
9. Perplexity AI
AI recommended 9 alternatives but never named specstoryai/getspecstory. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools help transform AI developer chat histories into reusable knowledge and skills?
you: not recommended
AI recommended (in order):
1. MemGPT
2. LlamaIndex
3. LangChain
4. Pinecone
5. Weaviate
6. Qdrant
7. Notion
8. Obsidian
9. OpenAI API
10. Anthropic API
AI recommended 10 alternatives but never named specstoryai/getspecstory. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
pass
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 specstoryai/getspecstory?
pass
AI did not name specstoryai/getspecstory — 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 specstoryai/getspecstory in production, what risks or prerequisites should they evaluate first?
pass
AI named specstoryai/getspecstory 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 specstoryai/getspecstory solve, and who is the primary audience?
pass
AI named specstoryai/getspecstory 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 specstoryai/getspecstory. 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)

[![RepoGEO](https://repogeo.com/badge/specstoryai/getspecstory.svg)](https://repogeo.com/en/r/specstoryai/getspecstory)

HTML

<a href="https://repogeo.com/en/r/specstoryai/getspecstory"><img src="https://repogeo.com/badge/specstoryai/getspecstory.svg" alt="RepoGEO" /></a>

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