{"task":"Use Llm Apps Java Spring AI","agent":"codex","constraints":{"max_risk":"medium","needs_install_command":true,"min_stars":0},"recommendation":{"task":"Use Llm Apps Java Spring AI","agent":"codex","best_skill":{"slug":"alibaba-spring-ai-alibaba","name":"Spring AI Alibaba","description":"Agentic AI Framework for Java Developers","category":"agent-frameworks","url":"https://www.openagentskill.com/skills/alibaba-spring-ai-alibaba","api_url":"https://www.openagentskill.com/api/agent/skills/alibaba-spring-ai-alibaba","audit_url":"https://www.openagentskill.com/skills/alibaba-spring-ai-alibaba/audit","repository":"https://github.com/alibaba/spring-ai-alibaba"},"install":{"command":"npx skills add alibaba/spring-ai-alibaba","target":"codex","label":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Spring AI Alibaba\" agent skill from https://github.com/alibaba/spring-ai-alibaba. 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Automate tasks online with ease.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"use_cases":[{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"web-scraping","title":"Web scraping","url":"https://www.openagentskill.com/use-cases/web-scraping"},{"slug":"coding-agents","title":"Coding 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context"},{"status":"pass","label":"Dependency risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"pass","label":"OpenAgentSkill usage","detail":"3 views, 0 install copies"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Large GitHub adoption signal"],"warnings":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"evidence":{"stars":"12K GitHub stars","lastPushed":"16d since 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Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Pocket Flow: Codebase to Tutorial","kind":"agent-prompt","steps":["Review PocketFlow Tutorial Codebase Knowledge trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx skills add The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge","description":"Use the registry command when your workflow supports the OpenAgentSkill installer.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"PocketFlow Tutorial Codebase Knowledge\" agent skill from https://github.com/The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Pocket Flow: Codebase to Tutorial","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"PocketFlow Tutorial Codebase Knowledge\" as a Claude Code skill from https://github.com/The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Pocket Flow: Codebase to Tutorial","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"PocketFlow Tutorial Codebase Knowledge\" from https://github.com/The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Pocket Flow: Codebase to Tutorial","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"use_cases":[{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"sports-analytics","title":"Sports analytics","url":"https://www.openagentskill.com/use-cases/sports-analytics"}],"urls":{"web":"https://www.openagentskill.com/skills/the-pocket-pocketflow-tutorial-codebase-knowledge","api":"https://www.openagentskill.com/api/agent/skills/the-pocket-pocketflow-tutorial-codebase-knowledge","install_api":"https://www.openagentskill.com/api/skills/the-pocket-pocketflow-tutorial-codebase-knowledge/install","audit":"https://www.openagentskill.com/skills/the-pocket-pocketflow-tutorial-codebase-knowledge/audit","badge":"https://www.openagentskill.com/api/badge/the-pocket-pocketflow-tutorial-codebase-knowledge?metric=audit","repository":"https://github.com/The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge"}}],"blocked_candidates":[],"agent_workflow":{"mode":"resolve_review_install","recommended_action":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.","selected_skill":{"slug":"alibaba-spring-ai-alibaba","name":"Spring AI Alibaba","url":"https://www.openagentskill.com/skills/alibaba-spring-ai-alibaba","repository":"https://github.com/alibaba/spring-ai-alibaba"},"install":{"target":"codex","label":"Codex install prompt","kind":"agent-prompt","command":"npx skills add alibaba/spring-ai-alibaba","value":"Install the \"Spring AI Alibaba\" agent skill from https://github.com/alibaba/spring-ai-alibaba. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Agentic AI Framework for Java Developers","api":"https://www.openagentskill.com/api/skills/alibaba-spring-ai-alibaba/install"},"copy_paste_prompt":"Task: Use Llm Apps Java Spring AI\nUse Spring AI Alibaba from https://www.openagentskill.com/skills/alibaba-spring-ai-alibaba.\nReview the audit first: https://www.openagentskill.com/skills/alibaba-spring-ai-alibaba/audit\nInstall handoff: https://www.openagentskill.com/api/skills/alibaba-spring-ai-alibaba/install\nInstall command: npx skills add alibaba/spring-ai-alibaba\nIf audit or policy warnings look unsafe for this workspace, use one of the alternatives instead.","api_sequence":[{"step":1,"label":"Resolve task","method":"GET","url":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Llm%20Apps%20Java%20Spring%20AI&agent=codex&max_risk=medium"},{"step":2,"label":"Fetch selected skill profile","method":"GET","url":"https://www.openagentskill.com/api/agent/skills/alibaba-spring-ai-alibaba"},{"step":3,"label":"Fetch install handoff","method":"GET","url":"https://www.openagentskill.com/api/skills/alibaba-spring-ai-alibaba/install"},{"step":4,"label":"Review audit","method":"GET","url":"https://www.openagentskill.com/skills/alibaba-spring-ai-alibaba/audit"}],"review_checklist":["Safety tier: Verified","Safety score: 89/100 Safe to install with normal review","Audit score: 97/100 Safe to try","Trust score: 95/100 Production candidate","Readiness: 100/100 Production-ready"],"fallback_strategy":[{"slug":"shubhamsaboo-awesome-llm-apps","name":"Awesome Llm Apps","reason":"Matches task terms: use, llm, apps","url":"https://www.openagentskill.com/skills/shubhamsaboo-awesome-llm-apps","install_api":"https://www.openagentskill.com/api/skills/shubhamsaboo-awesome-llm-apps/install"},{"slug":"mintplex-labs-anything-llm","name":"Anything Llm","reason":"Matches task terms: use, llm, java","url":"https://www.openagentskill.com/skills/mintplex-labs-anything-llm","install_api":"https://www.openagentskill.com/api/skills/mintplex-labs-anything-llm/install"},{"slug":"browser-use-browser-use","name":"Browser Use","reason":"Matches task terms: use, llm","url":"https://www.openagentskill.com/skills/browser-use-browser-use","install_api":"https://www.openagentskill.com/api/skills/browser-use-browser-use/install"}],"expected_agent_output":{"selected_skill":"slug and name","install_command":"command or agent prompt used","risk_summary":"audit, trust, and policy notes","next_step":"what the agent will do after install"}},"policy_decision":{"status":"approved_for_agent_install","summary":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task."},"agent_decision":{"input_task":"Use Llm Apps Java Spring AI","recommended_skill":{"slug":"alibaba-spring-ai-alibaba","name":"Spring AI Alibaba","url":"https://www.openagentskill.com/skills/alibaba-spring-ai-alibaba","audit_url":"https://www.openagentskill.com/skills/alibaba-spring-ai-alibaba/audit","repository":"https://github.com/alibaba/spring-ai-alibaba","safety_tier":"Verified","auto_install_policy":"allow"},"alternative_skills":[{"slug":"shubhamsaboo-awesome-llm-apps","name":"Awesome Llm Apps","url":"https://www.openagentskill.com/skills/shubhamsaboo-awesome-llm-apps","install_command":"npx skills add Shubhamsaboo/awesome-llm-apps","why_consider":"Matches task terms: use, llm, apps","risk":{"level":"Safe to try","safety_tier":"Verified","safety":"93/100 Safe to install with normal review","trust":"95/100 Production candidate","notes":[]}},{"slug":"mintplex-labs-anything-llm","name":"Anything Llm","url":"https://www.openagentskill.com/skills/mintplex-labs-anything-llm","install_command":"npx skills add Mintplex-Labs/anything-llm","why_consider":"Matches task terms: use, llm, java","risk":{"level":"Safe to try","safety_tier":"Verified","safety":"86/100 Safe to install with normal review","trust":"97/100 Production candidate","notes":[]}},{"slug":"browser-use-browser-use","name":"Browser Use","url":"https://www.openagentskill.com/skills/browser-use-browser-use","install_command":"npx skills add browser-use/browser-use","why_consider":"Matches task terms: use, llm","risk":{"level":"Safe to try","safety_tier":"Verified","safety":"89/100 Safe to install with normal review","trust":"94/100 Production candidate","notes":[]}}],"install_command":"npx skills add alibaba/spring-ai-alibaba","install_target":"Codex install prompt","why_recommended":["Matches task terms: use, java, spring","Strong GitHub adoption: 10,004 stars","Quality score 71/100","Install handoff is available","Repository freshness signal is available","Primary pick for GitHub automation"],"risk_summary":{"level":"Safe to try","safety_tier":"Verified","safety":"89/100 Safe to install with normal review","trust":"95/100 Production candidate","notes":[]},"safety_gate":{"tier":"verified","label":"Verified","auto_install_policy":"allow","action":"Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task."},"agent_next_steps":["Read the audit URL before installing.","Install in a sandbox or low-risk workspace first.","Use install command: npx skills add alibaba/spring-ai-alibaba","After installation, run one narrow task and report output, warnings, and files touched."]},"benchmark":{"endpoint":"https://www.openagentskill.com/api/agent/evals","note":"Use the evals endpoint to regression-test recommendation quality before changing ranking logic."},"meta":{"endpoint":"/api/agent/resolve","api_version":"2.0","generated_at":"2026-06-16T13:24:58.396Z","total_skills_searched":735,"total_candidates":15,"candidate_pool":{"sort":"quality","size":735,"note":"Resolver searches the highest-quality candidate pool for low-latency agent use. Browse /skills for the full public index."},"contract":{"best_skill":"recommendation.best_skill","install":"recommendation.install","why":"recommendation.why_recommended","risk":"recommendation.risk","alternatives":"recommendation.alternatives"}}}