RRepoGEO

REPOGEO REPORT · LITE

Tommy-yw/RunbookHermes

Default branch main · commit 7fd2b9a7 · scanned 6/18/2026, 1:11:35 AM

GitHub: 515 stars · 34 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)

3 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 Tommy-yw/RunbookHermes, 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
    aiops, sre, incident-response, runbook-automation, agent, hermes, root-cause-analysis, remediation, observability, llm-agent, incident-management
  • highreadme#2
    Add a concise English summary at the top of the README

    Why:

    CURRENT
    # RunbookHermes

**基于 Hermes Agent 改造的 AIOps / SRE 事故响应 Agent：证据驱动 RCA、审批保护执行、自进化 Runbook 记忆、RAG 知识库、评测与训练数据闭环。**
    COPY-PASTE FIX
    # RunbookHermes

A Hermes-native AIOps agent for evidence-driven incident response, approval-gated remediation, and runbook learning. It transforms the Hermes Agent into a powerful tool for SRE and operations teams to automate incident handling, perform root cause analysis, and continuously learn from production incidents.

**基于 Hermes Agent 改造的 AIOps / SRE 事故响应 Agent：证据驱动 RCA、审批保护执行、自进化 Runbook 记忆、RAG 知识库、评测与训练数据闭环。**
  • mediumhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    Add a dedicated project homepage URL (e.g., documentation, project website) in the repository settings.

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 Tommy-yw/RunbookHermes
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PagerDuty
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. PagerDuty · recommended 2×
  2. Moogsoft · recommended 1×
  3. BigPanda · recommended 1×
  4. Splunk · recommended 1×
  5. ServiceNow · recommended 1×
  • CATEGORY QUERY
    AI agent to automate incident response, perform root cause analysis, and learn from past incidents?
    you: not recommended
    AI recommended (in order):
    1. PagerDuty
    2. Moogsoft
    3. BigPanda
    4. Splunk
    5. ServiceNow
    6. Dynatrace

    AI recommended 6 alternatives but never named Tommy-yw/RunbookHermes. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for SRE teams needing evidence-driven incident remediation with controlled, approved actions?
    you: not recommended
    AI recommended (in order):
    1. PagerDuty
    2. Blameless
    3. Rootly
    4. Splunk On-Call
    5. FireHydrant
    6. Jira Service Management

    AI recommended 6 alternatives but never named Tommy-yw/RunbookHermes. 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 Tommy-yw/RunbookHermes?
    pass
    AI named Tommy-yw/RunbookHermes explicitly

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

  • If a team adopts Tommy-yw/RunbookHermes in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Tommy-yw/RunbookHermes 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 Tommy-yw/RunbookHermes solve, and who is the primary audience?
    pass
    AI named Tommy-yw/RunbookHermes 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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MARKDOWN (README)
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Tommy-yw/RunbookHermes — 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