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    context-save-cli

    context-save-cli

    by Roy Yuen

    Compress noisy chat logs and logs into durable, high-signal memory reports with built-in duplicate suppression.

    Updated May 2026
    Security scanned
    One-time purchase

    $5

    One-time purchase · Own forever

    ⚡ Also available via Agensi MCP — your AI agent can load this skill on demand via MCP. Learn more →

    Included in download

    • Shrink 100k+ token traces into 1k token durable memory snapshots
    • Extract technical decisions and commands from messy developer chat logs
    • terminal automation included
    • Includes example output and usage patterns
    • Instant install

    See it in action

    Token Budget: 4500 -> 320 tokens (92% reduction)
Durable Candidates:
- Decided: Use gpt-4o-mini for routing
- Path: /src/auth/validate.py verified
- Patch: Add 'retry_count' to user_config
Open Questions:
- Should we persist JWTs in local storage or cookies?
AI-Smell Score: 1 (Minimal)

    Screenshots

    About This Skill

    What it does

    The Context Save CLI is a specialized utility designed to solve the "context window bloat" problem. It uses a bundled Python script to ingest massive transcripts, logs, or agent traces and compress them into high-signal, evidence-preserving reports. Unlike generic summaries, this skill identifies durable deltas—facts, decisions, and outcomes that actually matter for long-term memory—while discarding transient narrations and redundant assistant "self-talk".

    Why use this skill

    As sessions grow longer, LLMs become expensive and prone to hallucination. This skill acts as a middleware for your agent's memory. Instead of feeding the next agent a raw 50KB transcript, you feed it a 2KB compressed report. It includes built-in duplicate suppression (checking against existing wikis), AI-smell detection, and durable memory extraction. It ensures your project documentation stays lean, factual, and free of "AI-generated" fluff without needing multiple separate plugins.

    Supported tools

    • Python CLI: A standalone script for pre-filtering data before LLM processing.
    • Format Support: Outputs in structured Markdown or JSON.
    • Integration: Works with any wiki-style documentation or handoff brief system.

    📖 Learn more: Best DevOps & Deployment Skills for Claude Code →

    Use Cases

    • Shrink 100k+ token traces into 1k token durable memory snapshots
    • Extract technical decisions and commands from messy developer chat logs
    • Update project wikis without duplicating information already documented
    • Detect and remove "AI-style" flowery language from technical documentation

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    Security Scanned

    Passed automated security review

    Permissions

    Terminal / Shell

    File Scopes

    context-save-cli/**

    Tags

    context-management
    cli-tool
    token-optimization
    knowledge-management
    devops

    Creator

    Roy Yuen

    Frequently Asked Questions

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