{"id":51146325,"url":"https://github.com/jfrog/ai-agent-examples","last_synced_at":"2026-06-26T03:01:27.888Z","repository":{"id":344784734,"uuid":"1170536017","full_name":"jfrog/ai-agent-examples","owner":"jfrog","description":null,"archived":false,"fork":false,"pushed_at":"2026-06-17T11:23:08.000Z","size":299,"stargazers_count":5,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-06-17T13:17:59.686Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Shell","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jfrog.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":"NOTICE","maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-03-02T08:29:01.000Z","updated_at":"2026-06-17T11:23:18.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/jfrog/ai-agent-examples","commit_stats":null,"previous_names":["jfrog/ai-agent-examples"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jfrog/ai-agent-examples","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfrog%2Fai-agent-examples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfrog%2Fai-agent-examples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfrog%2Fai-agent-examples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfrog%2Fai-agent-examples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jfrog","download_url":"https://codeload.github.com/jfrog/ai-agent-examples/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfrog%2Fai-agent-examples/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34801014,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-26T02:00:06.560Z","response_time":106,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-06-26T03:01:27.221Z","updated_at":"2026-06-26T03:01:27.880Z","avatar_url":"https://github.com/jfrog.png","language":"Shell","funding_links":[],"categories":[],"sub_categories":[],"readme":"# JFrog AI Agent Examples\n\nA curated collection of AI agent skills and rules for automating workflows on the JFrog Platform. Each example is a self-contained set of skills that an AI coding assistant can follow to accomplish domain-specific tasks through natural-language conversation.\n\n---\n**Important:** For the official JFrog skills offering, please visit https://github.com/jfrog/jfrog-skills\n\n**Disclaimer:** This repository is a collection of community examples and is **not** a formal JFrog product. These skills and rules are provided as-is for interacting with the JFrog Platform and its features. They are not officially supported, may not cover all edge cases, and should be reviewed before use in production environments.\n\n---\n\n## Overview\n\n| Example | Suggested persona | Description |\n|---------|-------------------|-------------|\n| [**compliance-and-policies**](compliance-and-policies/) | Platform / security admins, release managers | Create lifecycle policies that validate evidence before promotion |\n| [**platform-features**](platform-features/) | Developers, DevOps, platform engineers | Multiple skills covering JFrog Platform APIs, CLI, security, and architecture patterns |\n| [**onboarding-workflows**](onboarding-workflows/) | Platform admins, SRE, onboarding automation | Orchestrate multi-project onboarding with manifest-driven provisioning |\n\n**Choosing an example:** Use **compliance-and-policies** for evidence-based promotion gates; **platform-features** for API/CLI reference and patterns; **onboarding-workflows** for provisioning projects, repos, members, and CI from a manifest.\n\n## Repository structure\n\n```\nai-agent-examples/\n├── README.md                 # This file\n├── .env.example             # Template for JFROG_URL, JFROG_ACCESS_TOKEN\n├── global/                   # Shared rules applied across all examples\n│   └── rules/\n│       ├── interaction-questions.mdc\n│       └── jfrog-platform.mdc\n├── compliance-and-policies/  # Evidence-based lifecycle policies\n│   ├── README.md\n│   ├── rules/\n│   └── skills/\n├── platform-features/       # JFrog APIs, CLI, patterns\n│   ├── README.md\n│   ├── CONTRIBUTING.md\n│   ├── rules/\n│   └── skills/\n└── onboarding-workflows/     # Manifest-driven project/repo onboarding\n    ├── README.md\n    ├── rules/\n    ├── skills/\n    ├── templates/\n    └── scripts/\n```\n\n- **global/rules/** — Copy these into your IDE’s rules directory so they apply whenever you use any example.\n- **\u0026lt;example\u0026gt;/skills/** and **\u0026lt;example\u0026gt;/rules/** — Copy the ones for the example(s) you use.\n\n## Installation\n\nInstall skills directly from this repository using the [`skills` CLI](https://www.npmjs.com/package/skills):\n\n```bash\nnpx skills add git@github.com:jfrog/ai-agent-examples.git --skill \u003cskill-name\u003e\n```\n\nReplace `\u003cskill-name\u003e` with the skill folder name (e.g. `jfrog-onemodel`, `jfrog-cli`, etc.).\n\n\u003e **Note:** Some skills depend on others (for example, **jfrog-onemodel** expects **jfrog-cli** for credentials) or on copied rules from `global/` or an example’s `rules/`. Install those dependencies or copy the rules as needed.\n\n**Or** copy the skills and rules for the example(s) you want into your AI environment. Run commands from the **repository root** (the directory containing `global/`, `compliance-and-policies/`, etc.).\n\n### Cursor\n\n1. Copy **global** rules (recommended for all examples):\n   ```bash\n   mkdir -p .cursor/rules\n   cp global/rules/*.mdc .cursor/rules/\n   ```\n2. Copy one or more examples:\n   ```bash\n   mkdir -p .cursor/skills\n   # Example: compliance-and-policies\n   cp -r compliance-and-policies/skills/* .cursor/skills/\n   cp compliance-and-policies/rules/*.mdc .cursor/rules/ 2\u003e/dev/null || true\n   # Example: platform-features\n   cp -r platform-features/skills/* .cursor/skills/\n   cp platform-features/rules/*.mdc .cursor/rules/ 2\u003e/dev/null || true\n   # Example: onboarding-workflows\n   cp -r onboarding-workflows/skills/* .cursor/skills/\n   cp onboarding-workflows/rules/*.mdc .cursor/rules/ 2\u003e/dev/null || true\n   ```\n\n### VS Code (GitHub Copilot)\n\n- Copy skill folders into `.github/copilot/skills/` (or your Copilot skills path). Add rule content to `.github/copilot-instructions.md` or your project’s Copilot instructions so the agent follows JFrog conventions.\n\n### Claude Code\n\n- Copy skill folders into `.claude/skills/`. Put global and example rule content into `CLAUDE.md` or a dedicated rules file your environment reads.\n\n### Windsurf\n\n- Copy skills into `.windsurf/skills/` and rules into `.windsurf/rules/` (or the paths your Windsurf setup uses for skills and rules).\n\n### JetBrains AI Assistant\n\n- Paste skill instructions into AI Assistant custom instructions or project guidelines (e.g. `.junie/guidelines.md`). Include the contents of the relevant rule files so the assistant follows JFrog API and safety conventions.\n\n### Other agents\n\n- Skills use the open `SKILL.md` format. Copy the `skills/` directories into your agent’s skills location. See [agentskills.io](https://agentskills.io) for the broader ecosystem and tool support.\n\n## Prerequisites\n\n- A JFrog Platform instance (entitlements depend on the example: e.g. AppTrust for compliance-and-policies, Platform Admin for onboarding-workflows).\n- Credentials: set `JFROG_URL` and `JFROG_ACCESS_TOKEN` (or use a `.env` file). Copy `.env.example` to `.env` and fill in your values. Keep `.env` out of version control.\n\n```bash\ncp .env.example .env\n# Edit .env with your JFrog URL and access token\n```\n\n- Tools used by the examples: `curl`, `jq`; for onboarding-workflows also `yq`, Git.\n\n## Using a skill\n\n1. Install as above for your IDE.\n2. Ask the agent in natural language, e.g.:\n   - *\"Create a promotion policy that requires SLSA provenance evidence\"* (compliance-and-policies)\n   - *\"Set up a CI integration with security scans for my npm project\"* (platform-features)\n   - *\"Onboard all projects from my-manifest.yaml\"* (onboarding-workflows)\n\nThe agent will follow the skill’s workflow, use your credentials (from env or `.env`), and guide you step by step.\n\n## Contributing\n\nWe welcome new examples and improvements to existing ones.\n\n1. **New example:** Add a directory at the repo root with:\n   - `README.md` — overview, who it’s for, prerequisites, usage.\n   - `skills/` — at least one skill with `SKILL.md` (and optional `*-reference.md`, `assets/`).\n   - `rules/` (optional) — example-specific `.mdc` rules.\n2. **Existing example:** Follow the same layout; keep shared conventions in `global/rules/` and example-specific ones in that example’s `rules/`.\n3. **Skills:** Include a clear desired state / success criteria and validation steps; use the standardized section order (Authentication, Prerequisites, Desired State, Workflow, Official Documentation, etc.) described in the plan.\n4. **Overlapping domains:** If your skill touches Curation, AppTrust, Artifactory repos, or Access/projects, add a “Related skills” or “See also” reference to the other example(s) that cover the same end result.\n\n## License\n\nThis project is licensed under the Apache License 2.0 — see the [NOTICE](NOTICE) file for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjfrog%2Fai-agent-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjfrog%2Fai-agent-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjfrog%2Fai-agent-examples/lists"}