Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add DDS-Solutions/AI-TadPole-OS --skill vulnerability-scannergit clone --depth 1 https://github.com/DDS-Solutions/AI-TadPole-OSWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/dds-solutions/ai-tadpole-os/vulnerability-scanner)<a href="https://agentmods.dev/skills/dds-solutions/ai-tadpole-os/vulnerability-scanner"><img src="https://agentmods.dev/badge/skills/dds-solutions/ai-tadpole-os/vulnerability-scanner/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/dds-solutions/ai-tadpole-os/vulnerability-scanner"><img src="https://agentmods.dev/badge/skills/dds-solutions/ai-tadpole-os/vulnerability-scanner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00038 | $0.01129 |
| Opus 5.5 | $0.00015 | $0.00452 |
| Sonnet 5.5 | $0.00008 | $0.00226 |
| Haiku 4.5 | $0.00004 | $0.00113 |
Grade A, and why
vulnerability-scanner scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Runs shell commandslowCapability
Expected in a hook, worth knowing in a rule or an instructions file.
3. **Pattern Analysis**: Detects dangerous AST and code patterns (`eval()`, `execSync()`, SQL string interpolation, raw `unwrap()`). How it starts
The opening of the file, as written. The whole thing — 81 lines — stays where its author put it; the contents beside it link to each section on GitHub.
[!IMPORTANT] AI Context & Knowledge Heritage
- Subsystem: Agent Skills Registry / vulnerability-scanner
- Architecture:
@docs ARCHITECTURE:Documentation- Failure Path: Hardcoded credentials in source control, vulnerable supply chain packages, or unauthenticated API routes.
- Observability: Traceability via
execution/parity_guard.py([SKILL])
Vulnerability Scanning & Supply Chain Security
Standards: OWASP Top 10 for Agentic Applications (2026), MITRE ATLAS™,
docs/SECURITY_REGISTRY.json.
Workflow Bindings: Integrated directly into/auditand/adversary.
🎯 Progressive Disclosure & L3 Reference Index
Read the core Sovereign rules below; consult deep L3 Reference Guides on demand:
| L3 Reference Guide | Purpose | Trigger / When to Load |
|---|---|---|
references/checklists.md |
Full OWASP Agentic Top 10 checklists, supply chain verification matrix, and remediation guides | Comprehensive security audits & threat modeling |
scripts/security_scan.py |
Automated deep vulnerability scanner for secrets, patterns, dependencies, and configs | Scanning workspace directories for credentials |
scripts/dependency_analyzer.py |
Automated dependency auditor detecting known CVEs and lockfile discrepancies | Auditing package.json and Cargo.lock |
🛡️ 1. The 4 Vulnerability Scan Dimensions
[1. SECRETS] ────────> [2. DEPENDENCIES] ────────> [3. PATTERNS] ────────> [4. CONFIG]
API keys, JWTs, npm audit / cargo audit eval, shell injection, CORS, debug flags,
DB connection URLs lockfile drift deserialization hardcoded ports
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago Changed · +20 lines 50652c78b9aa
- 1mo ago First seen · 61 lines · 38 tokens per session scan A 1c57a1e10531
vulnerability-scanner is a skill published in the GitHub repository DDS-Solutions/AI-TadPole-OS (8 stars, last pushed today), licensed MIT. It adds 38 tokens to every session and 1,129 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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