claw-compactor: 14-stage Fusion Pipeline for LLM token compression — reversible compression, AST-aware code analysis

by open-compress · Agent Tool · ★ 2.0k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install claw-compactor

git clone https://github.com/open-compress/claw-compactor.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 73/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-agent-toolsai-infrastructureast-code-analysisclaw-compactorcontext-compressioncontext-pruningcontext-window-optimizationdeveloper-toolsfusion-pipelinellm-compression

Quick Facts

Stars2,006
Forks183
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score73/100
Open Issues1
Last Updated2026-04-01
Created2026-02-10
Platformspython
Est. Tokens~152k

About claw-compactor

{ "@context": "https://schema.org", "@type": "SoftwareApplication", "name": "Claw Compactor", "description": "14-stage Fusion Pipeline for LLM token compression with reversible compression, AST-aware code analysis, and intelligent content routing", "applicationCategory": "DeveloperApplication", "operatingSystem": "Cross-platform", "softwareVersion": "7.0.0", "license":...

Compatible Skills

These tools work well together with claw-compactor for enhanced workflows:

  • NadirClaw — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (56%)
  • LAP — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • jcodemunch-mcp — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)

claw-compactor alternative? Top 6 similar tools

Looking for a claw-compactor alternative? If you're comparing claw-compactor with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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  • cocoindex-code by cocoindex-io · ⭐ 3.0k

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  • mirascope by Mirascope · ⭐ 1.5k

    The LLM Anti-Framework

  • mcp-nixos by utensils · ⭐ 864

    MCP-NixOS - Model Context Protocol Server for NixOS resources

  • python-utcp by universal-tool-calling-protocol · ⭐ 650

    Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, wi

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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