sylphxai/skills

model-product-abuse-risk

Model product abuse and a least-harm control ladder. Use when attackers, fraud, or policy evasion can take money, access, or other users' work. Do not publish an exploitation recipe.

First seen Aug 22, 2026

Installation

$ npx skills add sylphxai/skills --skill model-product-abuse-risk

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 1
License LICENSE
Default branch main
Open issues 0
Status Active

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 870 B
  • docs SUMMARY.md 214 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

Model Product Abuse Risk

Prefer the least harmful effective control. A high loss estimate does not justify collective punishment, secret confiscation, or inaccessible appeal. Legitimate recovery is first-class. Do not teach an attacker how to bypass the control. A score that cannot be appealed is not a control, it is an unaccountable taking.

Open [abuse model and control ladder](references/abuse-model-and-control-ladder.md) when actors, assets, or controls need depth. Open [decision evidence and adaptive operations](references/decision-evidence-and-adaptive-operations.md) when scoring, appeals, or automation need depth.