by lout33 · Agent Tool · ★ 733
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git clone https://github.com/lout33/symbiotic-ai ~/symbiotic-ai
git clone https://github.com/lout33/symbiotic-aiTaken from the project's README on GitHub. Check the security audit before running it.
Flagged: reads agent memory, install step in a code block runs a script from an untrusted host. 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.
| Stars | 733 |
| Forks | 73 |
| Language | Shell |
| Category | Agent Tool |
| Quality Score | 74/100 |
| Last Updated | 2026-06-26 |
| Created | 2025-12-16 |
| Platforms | claude-code, cli |
| Est. Tokens | ~12k |
Symbiotic AI Turn one conversation into a clear next step and a system you can keep using. Symbiotic AI gives any model a durable way to carry your context, commitments, and current direction across sessions. Watch the tutorial The System The system is simple on purpose: a small set of files that turns one useful session into ongoing context. The agent reads all 4 at session start.
These tools work well together with symbiotic-ai for enhanced workflows:
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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: