GLM-5.3-Flash-J-Space-Capability-Realization-Report: GLM-5.3-Flash × J-Space capability realization — benchmark presentation of the J-Space Cognition Suite

by Tiger3807861189 · Agent Tool · ★ 1.0k

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Security audit verdict: SAFE · quality 62/100

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.

agent-skillsai-agentbenchmarkdeepseekdeepseek-harnessdshdsh-plugin

Quick Facts

Stars1,023
Forks63
CategoryAgent Tool
Quality Score62/100
Open Issues4
Last Updated2026-09-05
Created2026-08-16
Est. Tokens~18k

About GLM-5.3-Flash-J-Space-Capability-Realization-Report

J-Space Cognition Suite V3.7 简体中文 J-Space Cognition Suite is a model-agnostic inference-time control system for deep reasoning, long-horizon work, tool use, verification, and recovery. It is packaged as a Skill for cross-platform use, selective loading, and low-friction integration. The suite organizes an agent's accessible working representations into a deliberately managed workspace.

Compatible Skills

These tools work well together with GLM-5.3-Flash-J-Space-Capability-Realization-Report for enhanced workflows:

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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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