LatentGate Context Saver

    1

    Stop logs, JSON and web pages from flooding your agent's context. Teaches your agent to read them through LatentGate: 400-line log, 13,641 → 145 tokens.

    $5

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    Works with the AI Agents you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+22 more

    LatentGate Context Saver

    Example session with this skill installed

    The build failed and generated a 5MB log file at ./build.log. Can you use LatentGate to find the first instance of a NullPointerException without flooding my context window?

    • Read your context and instructions
    • Compiled the latentgate context saver

    I have processed the 5MB build log using the LatentGate read_file_optimized tool at the balanced level. By targeting the specific exception, I reduced the context impact from approximately 1.2 million tokens to 845 tokens while preserving the error sequence.

    Log Analysis Summary

    MetricValue
    Original Size5.2 MB (~1,240,000 tokens)
    Optimized Size3.4 KB (845 tokens)
    Compression Ratio99.93%
    Optimization Levelbalanced

    Deterministic Folded Results

    [2026-05-20 14:02:01] INFO: Build started...
    ... [14,502 lines folded: repetitive Gradle sync logs] ...
    [2026-05-20 14:05:12] ERROR: java.lang.NullPointerException at com.app.service.DataProcessor.process(DataProcessor.java:42)
        - Occurrences: 12
        - First: 14:05:12
        - Last: 14:08:45
        - Value range [thread_id]: 102 - 115
    ... [2,100 lines folded: repetitive retry attempts] ...
    [2026-05-20 14:09:00] FATAL: Build failed.
    

    The error first appeared at 14:05:12 in DataProcessor.java line 42. The system attempted 12 retries across different thread IDs before the fatal crash.

    Next steps

    • Read DataProcessor.java around line 42 to inspect the logic.
    • Run a lossless optimization on the specific timestamp range if you need the exact stack trace for every retry.
    • Check the DataProcessor unit tests for recent changes.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    LatentGate Context Saver tells your agent when and how to read bulky material (error logs, API responses, data exports, docs and web pages) through the LatentGate MCP server instead of pasting it raw.

    • Sets up LatentGate for you if it is missing (local edition for Claude Code, Cursor, Cline, Zed and other MCP clients; hosted edition for claude.ai web and mobile)
    • Picks the right tool and level for each job, with ready workflows for debugging from logs, inspecting API JSON and reading docs
    • Honest about trade-offs: lossless keeps every line; balanced folds repeated lines into first, last and value ranges

    Built by the author of LatentGate.

    How to use

    Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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    Trust & safety

    Security scanned

    Verified clean 1 day ago

    • Passed all security checks, Safe to install

    Requires

    uv (Python tool runner)
    Latent Gate MCP
    Latentgate Hosted MCP

    Listed1 day ago

    What's inside

    Frequently Asked Questions