REPOGEO REPORT · LITE

outsourc-e/hermes-workspace

Default branch main · commit e1470084 · scanned 5/19/2026, 12:36:37 PM

GitHub: 4,489 stars · 625 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

27 /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

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 outsourc-e/hermes-workspace, 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

Clarify production readiness in README

Why:

CURRENT

"This project is a Docker-based development environment... It's not intended for production use."

COPY-PASTE FIX

Update or remove the statement "This project is a Docker-based development environment... It's not intended for production use." from the README. If it's still true, add a sentence like: "While currently optimized for development environments, its architecture supports production-grade orchestration with appropriate hardening and deployment strategies."

highreadme#2

Explicitly state software category in README opening

Why:

COPY-PASTE FIX

Add the following sentence immediately after the main tagline in the README: 'It functions as a dedicated **web-based control plane and integrated development environment (IDE) specifically designed for managing and orchestrating AI agents**, providing a unified interface for orchestration, monitoring, and interaction.'

mediumtopics#3

Refine and expand repository topics

Why:

CURRENT

agent-ui, ai-workspace, hackathon, hermes-agent, nous-research, react, typescript

COPY-PASTE FIX

agent-ui, ai-workspace, hermes-agent, nous-research, react, typescript, ai-agent-orchestration, agent-control-plane, multi-agent-system, ai-agent-management, web-ide-for-ai

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 outsourc-e/hermes-workspace

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

OpenRPA

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

OpenRPA · recommended 1×
Robocorp Control Room · recommended 1×
Portainer · recommended 1×
VS Code Server · recommended 1×
JupyterHub · recommended 1×

CATEGORY QUERY
Looking for a web-based workspace to manage AI agents, their skills, and terminal access.
you: not recommended
AI recommended (in order):
1. OpenRPA
2. Robocorp Control Room
3. Portainer
4. VS Code Server
5. JupyterHub
6. Google Cloud Vertex AI Workbench
7. AWS SageMaker Studio
AI recommended 7 alternatives but never named outsourc-e/hermes-workspace. This is the gap to close.
Show full AI answer
CATEGORY QUERY
How to orchestrate multiple AI agents and manage their tasks from a unified control plane?
you: not recommended
AI recommended (in order):
1. LangChain
2. Microsoft Semantic Kernel
3. OpenAI Assistants API
4. Kubernetes
5. Airflow
6. Prefect
7. Ray
AI recommended 7 alternatives but never named outsourc-e/hermes-workspace. 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 outsourc-e/hermes-workspace?
pass
AI did not name outsourc-e/hermes-workspace — 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 outsourc-e/hermes-workspace in production, what risks or prerequisites should they evaluate first?
pass
AI named outsourc-e/hermes-workspace 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 outsourc-e/hermes-workspace solve, and who is the primary audience?
pass
AI did not name outsourc-e/hermes-workspace — 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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outsourc-e/hermes-workspace — 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