RRepoGEO

REPOGEO REPORT · LITE

hellowind777/helloagents

Default branch main · commit 410f6442 · scanned 6/12/2026, 4:51:08 PM

GitHub: 605 stars · 90 forks

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 hellowind777/helloagents, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-agents, agent-orchestration, workflow, nodejs, cli, code-generation, ai-development
  • highreadme#2
    Reposition README's core value proposition to emphasize AI agent orchestration and Node.js

    Why:

    CURRENT
    A workflow layer for AI coding CLIs: skills, project knowledge, delivery checks, safer config writes, and resumable execution.
    COPY-PASTE FIX
    HelloAGENTS is a Node.js-based workflow layer for orchestrating and enhancing AI coding CLIs. It provides essential capabilities like skills management, project knowledge integration, delivery checks, safer configuration writes, and resumable execution for complex AI development projects.
  • mediumlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a sentence under the 'License' heading in the README clarifying the specific terms of the existing `LICENSE.md` file, e.g., 'This project is licensed under [SPECIFIC LICENSE NAME(S) OR TERMS]. Please refer to the `LICENSE.md` file for complete details.'

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 hellowind777/helloagents
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchain · recommended 1×
  2. microsoft/autogen · recommended 1×
  3. joaomdmoura/crewai · recommended 1×
  4. OpenDevin/OpenDevin · recommended 1×
  5. kubernetes/kubernetes · recommended 1×
  • CATEGORY QUERY
    How can I manage and orchestrate multiple AI coding agents for complex software projects?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. AutoGen (microsoft/autogen)
    3. CrewAI (joaomdmoura/crewai)
    4. OpenDevin (OpenDevin/OpenDevin)
    5. Kubernetes (kubernetes/kubernetes)
    6. Prefect (PrefectHQ/prefect)
    7. Apache Airflow (apache/airflow)
    8. GitHub Actions
    9. GitLab CI/CD

    AI recommended 9 alternatives but never named hellowind777/helloagents. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What Node.js tools provide project knowledge, delivery checks, and resumable execution for AI development?
    you: not recommended
    AI recommended (in order):
    1. Temporal
    2. AWS Step Functions
    3. Apache Airflow
    4. BullMQ
    5. NestJS
    6. AdonisJS
    7. PM2

    AI recommended 7 alternatives but never named hellowind777/helloagents. 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 hellowind777/helloagents?
    pass
    AI named hellowind777/helloagents explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts hellowind777/helloagents in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hellowind777/helloagents 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 hellowind777/helloagents solve, and who is the primary audience?
    pass
    AI named hellowind777/helloagents explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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hellowind777/helloagents — 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