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Orchestrate Robustness

Agent skill
1 skill

Defending an LLM agent against adversarial input — prompt injection, jailbreak attempts, ambiguous edge cases, and malformed model output — as an explicit design phase rather than a bug-fixing afterthought. Use when building any agent that processes untrusted or user-supplied input, when a challenge dataset is described as containing edge cases or injection attempts, or when reviewing an agent for failure modes before submission.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Defending an LLM agent against adversarial input — prompt injection, jailbreak attempts, ambiguous edge cases, and malformed model output — as an explicit design phase rather than a bug-fixing afterthought. Use when building any agent that processes untrusted or user-supplied input, when a challenge dataset is described as containing edge cases or injection attempts, or when reviewing an agent for failure modes before submission.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

1 potential finding · Scanned 11/4/2026 · Scanner 0.2.1

  • high: instruction override — SKILL.md, line 19

Content SHA-256: a873486a5f5310428ca11d0dc1451bb0185f1eff25ea3fa28975fe0a0cc310fe

About scan coverage and limitations

About this listing

Category
General
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.