RRepoGEO

REPOGEO REPORT · LITE

Dicklesworthstone/coding_agent_session_search

Default branch main · commit d0e2f44f · scanned 6/15/2026, 3:32:18 AM

GitHub: 890 stars · 114 forks

AI VISIBILITY SCORE
22 /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
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 Dicklesworthstone/coding_agent_session_search, 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 statement to clarify its unique purpose

    Why:

    CURRENT
    Unified, high-performance TUI to index and search your local coding agent history.
    COPY-PASTE FIX
    **`cass` is a unified, high-performance TUI and CLI specifically designed for developers to index and search their local AI coding agent session history.** Unlike generic text tools or broad platforms, `cass` aggregates and makes discoverable your interactions across 11+ providers (Codex, Claude, Gemini, Cursor, Aider, etc.), enabling you to review, learn from, and reuse past AI-assisted coding sessions.
  • highcomparison#2
    Add a 'Comparison to Alternatives' section in the README

    Why:

    COPY-PASTE FIX
    ## 🆚 Comparison to Alternatives

While tools like ChatGPT Plus offer their own session history, and general-purpose note-takers like Obsidian or Notion can store code snippets, `cass` is uniquely focused on providing a unified, searchable interface for *all* your local AI coding agent interactions. Unlike IDE extensions such as CodeGPT or Continue, `cass` operates independently, consolidating history from diverse agents into a single, high-performance TUI and CLI, making it easy to review, analyze, and learn from your complete AI-assisted coding journey.
  • mediumlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## 📄 License

This project is licensed under [Specify your license(s) here, e.g., 'a custom license based on X and Y' or 'the terms found in the LICENSE file']. Please refer to the `LICENSE` file for full 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 Dicklesworthstone/coding_agent_session_search
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT Plus / Enterprise History
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT Plus / Enterprise History · recommended 1×
  2. CodeGPT · recommended 1×
  3. continue-ai/continue · recommended 1×
  4. Obsidian · recommended 1×
  5. Notion · recommended 1×
  • CATEGORY QUERY
    How can I easily search and review my past AI coding assistant interactions?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Plus / Enterprise History
    2. CodeGPT
    3. Continue (continue-ai/continue)
    4. Obsidian
    5. Notion
    6. Flask (pallets/flask)
    7. Django (django/django)
    8. Node.js (nodejs/node)
    9. Express (expressjs/express)
    10. PostgreSQL
    11. SQLite
    12. MongoDB (mongodb/mongo)

    AI recommended 12 alternatives but never named Dicklesworthstone/coding_agent_session_search. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a command-line tool to consolidate and browse various AI coding session logs.
    you: not recommended
    AI recommended (in order):
    1. jq
    2. grep
    3. awk
    4. sed
    5. lnav
    6. ripgrep
    7. less
    8. Logstash
    9. Filebeat

    AI recommended 9 alternatives but never named Dicklesworthstone/coding_agent_session_search. 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 Dicklesworthstone/coding_agent_session_search?
    pass
    AI did not name Dicklesworthstone/coding_agent_session_search — 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 Dicklesworthstone/coding_agent_session_search in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Dicklesworthstone/coding_agent_session_search 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 Dicklesworthstone/coding_agent_session_search solve, and who is the primary audience?
    pass
    AI did not name Dicklesworthstone/coding_agent_session_search — 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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Dicklesworthstone/coding_agent_session_search — 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