RRepoGEO

REPOGEO REPORT · LITE

terryso/claude-auto-resume

Default branch develop · commit b7f24849 · scanned 6/3/2026, 6:07:52 AM

GitHub: 743 stars · 60 forks

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 terryso/claude-auto-resume, 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 the README's opening to differentiate from generic retry tools

    Why:

    CURRENT
    A shell script utility that automatically resumes Claude CLI tasks when usage limits are lifted, or executes custom shell commands after waiting periods.
    COPY-PASTE FIX
    A specialized shell script utility for **AI assistant CLIs**, specifically designed to automatically resume Claude CLI tasks when usage limits are lifted. It intelligently detects Claude's usage restrictions, waits, and resumes tasks, differentiating it from generic retry tools.
  • hightopics#2
    Add more specific topics to reinforce AI assistant and rate limit handling

    Why:

    CURRENT
    auto-resume, claude, claude-ai, claude-code, shell-script
    COPY-PASTE FIX
    auto-resume, claude, claude-ai, claude-code, shell-script, ai-assistant-cli, rate-limit-handling, cli-automation
  • mediumhomepage#3
    Clarify or remove the generic homepage link

    Why:

    CURRENT
    https://gptkit.eth.limo/
    COPY-PASTE FIX
    If `gptkit.eth.limo` is not specifically about Claude or this tool, consider removing the homepage link or updating it to a more relevant one. If it *is* relevant, ensure the linked page clearly features `claude-auto-resume`.

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 terryso/claude-auto-resume
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tenacity
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Tenacity · recommended 1×
  2. backoff · recommended 1×
  3. Celery · recommended 1×
  4. super_retry · recommended 1×
  5. retry · recommended 1×
  • CATEGORY QUERY
    How to automatically restart AI assistant CLI tasks after hitting rate limits?
    you: not recommended
    AI recommended (in order):
    1. Tenacity
    2. backoff
    3. Celery
    4. super_retry

    AI recommended 4 alternatives but never named terryso/claude-auto-resume. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Utility for automatically re-trying command-line operations when initial attempts fail due to usage limits?
    you: not recommended
    AI recommended (in order):
    1. retry
    2. resilience
    3. retry-cli
    4. github.com/sethgrid/retry (sethgrid/retry)
    5. supercronic
    6. systemd.service

    AI recommended 6 alternatives but never named terryso/claude-auto-resume. 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 terryso/claude-auto-resume?
    pass
    AI named terryso/claude-auto-resume explicitly

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

  • If a team adopts terryso/claude-auto-resume in production, what risks or prerequisites should they evaluate first?
    pass
    AI named terryso/claude-auto-resume 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 terryso/claude-auto-resume solve, and who is the primary audience?
    pass
    AI did not name terryso/claude-auto-resume — 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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terryso/claude-auto-resume — 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