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Fastdeploy LLM Integration

Agent skill
1 skill

Guides you through adding inference deployment support for a new open-source LLM to the FastDeploy repository. Given a model path (local or HuggingFace/ModelScope hub), this skill walks through analyzing the model architecture, choosing the right base class, generating the model implementation file, updating registries, writing docs, and producing a deployment test script.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Skill stats

Skills1CategoryEngineeringStars0

About this skill

Guides you through adding inference deployment support for a new open-source LLM to the FastDeploy repository. Given a model path (local or HuggingFace/ModelScope hub), this skill walks through analyzing the model architecture, choosing the right base class, generating the model implementation file, updating registries, writing docs, and producing a deployment test script.

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

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Automated security scan: Partial

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

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 26310a0ec31362993429822f6f5a640864dd47bdd9f01aa55b6eb0e179c4d07e

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About this listing

Category
Engineering
Reported license
Apache-2.0
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.