📦 @goodandready/dsh-context-lens

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⚡ Overview

dsh-context-lens optimizes the context window and token budget of DeepSeek Harness agents.

Large context windows are expensive, prone to model distraction, and vulnerable to rate limits. When agents inspect multi-file codebases or run bulky test suites, thousands of tokens are wasted on boilerplate function bodies, passing test logs, and build artifacts.

dsh-context-lens introduces active path focusing, AST structural code skeletonization (JS/TS/Python/Go), and fast O(n) heuristic log compression, shrinking context consumption by up to 85% while keeping 100% of essential architectural interfaces and failure traces.

graph LR
    subgraph RawContext [Bulky Workspace & Terminal Streams]
        Code[📁 Multi-File Codebase: Full Function Bodies] --> LensEngine[dsh-context-lens Compression Engine]
        Logs[📋 Test & Build Logs: Thousands of Noise Lines] --> LensEngine
    end

    subgraph LensEngine [Context Lens Processing Pipelines]
        LensEngine --> Focus{Active Focus Check}
        Focus -->|Focused Target| RawKeep[Full Implementation Preserved]
        Focus -->|Surrounding Workspace| AST[AST Skeletonizer: Types, Classes, Signatures]
        LensEngine --> LogFilter[Heuristic Log Condenser: Stack Traces & Errors]
    end

    subgraph Savings [Token Economy & Agent Reasoning]
        AST --> Agent[🤖 DSH Agent: Ultra-Compact High-Speed Context]
        RawKeep --> Agent
        LogFilter --> Agent
        Agent --> Tracker[📊 Live Token Budget Savings Tracker]
    end

    style RawContext fill:#1e1e2e,stroke:#89b4fa,stroke-width:2px,color:#cdd6f4
    style LensEngine fill:#181825,stroke:#cba6f7,stroke-width:2px,color:#cdd6f4
    style Savings fill:#11111b,stroke:#a6e3a1,stroke-width:2px,color:#cdd6f4

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✨ Key Capabilities & Modules

1. 🧬 Multi-Language AST Code Skeletonizer (lib/ast/skeletonizer.js)

• Automatically extracts structural interfaces, function signatures, classes, types, and exports across TypeScript, JavaScript, Python, and Go;
• Drops internal function implementations, loops, and repetitive boilerplate while preserving indentation and export declarations;
• Allows the agent to understand entire multi-package repository architectures without loading tens of thousands of implementation tokens.

2. 🗜️ Fast Heuristic Log Condenser (lib/compression/log-compressor.js)

• High-performance $O(n)$ heuristic line filter for test runners and build tools (Jest, Vitest, Pytest, Go test, NPM, Webpack, Cargo);
• Automatically filters out passing test noise (PASS, ✓, ok) and build notices;
• Retains critical error lines, stack traces, assertion failures (Expected ... Received ...), and failure context windows;
• 3 Aggressiveness Modes: raw, balanced, and aggressive.

3. 🎯 Active Path Focus Scoping (context_lens_focus)

• Dynamically sets a list of active files or directories currently being edited;
• Files outside the focus list are automatically presented to the agent as lightweight AST skeletons.

4. 📊 Token Savings Tracking & Dashboard (lib/tokens/tracker.js & lib/client.js)

• Measures exact token counts before and after compression;
• Calculates cumulative session token savings and displays live efficiency percentage badges in the DSH interface.

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🛠️ Agent Tools Reference (4 Tools)

Tool Name	Parameters	Description
context_lens_focus	paths: string[], maxDepth?: number	Designates active focus files/folders; collapses surrounding workspace into AST skeletons
context_lens_compress_log	log: string, mode?: "raw"|"balanced"|"aggressive"	Condenses terminal/test outputs, keeping only stack traces and failure windows
context_lens_compress_code	code: string, language?: string, maxDepth?: number	Generates a clean structural AST skeleton from raw source code
context_lens_stats	(none)	Returns real-time cumulative token savings, original token count, and efficiency %

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📦 Quick Installation

dsh plugin --profile web add @goodandready/dsh-context-lens

[!IMPORTANT] Restart DSH Web UI after installation (systemctl --user restart dsh-web) to activate context compression tools.

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⚙️ Configuration Reference (settings.yaml)

dsh-context-lens:
  compressionMode: balanced      # 'raw', 'balanced', or 'aggressive'
  astSkeletonMaxDepth: 3        # Maximum depth level for AST signature traversal
  tokenSavingsTracking: true    # Track and display live token savings

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📄 License

MIT © GooDAnDReaDY