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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: Sample microservice based application demonstrating observability capabilities on AWS After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"aws-samples-one-observability-demo\",\"task\":\"Install One Observability Demo\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. 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Report success only after the skill is installed and a minimal verification passes.","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 \"One Observability Demo\" as a Claude Code skill from https://github.com/aws-samples/one-observability-demo. 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: Sample microservice based application demonstrating observability capabilities on AWS After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"aws-samples-one-observability-demo\",\"task\":\"Install One Observability Demo\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","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 \"One Observability Demo\" from https://github.com/aws-samples/one-observability-demo into a reusable Cursor project rule or agent instruction. 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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: A modular, scalable Spring Boot microservices framework for managing courses and reviews. It features OAuth 2.0 authentication via Keycloak, API management with Spring Cloud Gateway, and observability using OTel, Grafana, Loki, Tempo, and Prometheus. MongoDB and PostgreSQL handle storage, with deployments via Docker Compose and Kubernetes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"nasruddin-spring-boot-based-microservices\",\"task\":\"Install Spring Boot Based Microservices\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review Spring Boot Based Microservices 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 --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install nasruddin-spring-boot-based-microservices","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Spring Boot Based Microservices\" agent skill from https://github.com/Nasruddin/spring-boot-based-microservices. 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: A modular, scalable Spring Boot microservices framework for managing courses and reviews. It features OAuth 2.0 authentication via Keycloak, API management with Spring Cloud Gateway, and observability using OTel, Grafana, Loki, Tempo, and Prometheus. MongoDB and PostgreSQL handle storage, with deployments via Docker Compose and Kubernetes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"nasruddin-spring-boot-based-microservices\",\"task\":\"Install Spring Boot Based Microservices\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","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 \"Spring Boot Based Microservices\" as a Claude Code skill from https://github.com/Nasruddin/spring-boot-based-microservices. 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: A modular, scalable Spring Boot microservices framework for managing courses and reviews. It features OAuth 2.0 authentication via Keycloak, API management with Spring Cloud Gateway, and observability using OTel, Grafana, Loki, Tempo, and Prometheus. MongoDB and PostgreSQL handle storage, with deployments via Docker Compose and Kubernetes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"nasruddin-spring-boot-based-microservices\",\"task\":\"Install Spring Boot Based Microservices\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","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 \"Spring Boot Based Microservices\" from https://github.com/Nasruddin/spring-boot-based-microservices 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: A modular, scalable Spring Boot microservices framework for managing courses and reviews. It features OAuth 2.0 authentication via Keycloak, API management with Spring Cloud Gateway, and observability using OTel, Grafana, Loki, Tempo, and Prometheus. MongoDB and PostgreSQL handle storage, with deployments via Docker Compose and Kubernetes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"nasruddin-spring-boot-based-microservices\",\"task\":\"Install Spring Boot Based Microservices\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"nasruddin-spring-boot-based-microservices","name":"Spring Boot Based Microservices","description":"A modular, scalable Spring Boot microservices framework for managing courses and reviews. It features OAuth 2.0 authentication via Keycloak, API management with Spring Cloud Gateway, and observability using OTel, Grafana, Loki, Tempo, and Prometheus. 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Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Spring Boot Based Microservices\" as a Claude Code skill from https://github.com/Nasruddin/spring-boot-based-microservices. 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: A modular, scalable Spring Boot microservices framework for managing courses and reviews. It features OAuth 2.0 authentication via Keycloak, API management with Spring Cloud Gateway, and observability using OTel, Grafana, Loki, Tempo, and Prometheus. MongoDB and PostgreSQL handle storage, with deployments via Docker Compose and Kubernetes. 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After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"spring-cloud-spring-cloud-kubernetes\",\"task\":\"Install Spring Cloud Kubernetes\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","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 \"Spring Cloud Kubernetes\" from https://github.com/spring-cloud/spring-cloud-kubernetes 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. 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Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Kubernetes integration with Spring Cloud Discovery Client, Configuration, etc... After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"spring-cloud-spring-cloud-kubernetes\",\"task\":\"Install Spring Cloud Kubernetes\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. 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issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":22,"weight":0.14,"status":"fail","detail":"2y since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":66,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":80,"weight":0.12,"status":"info","detail":"external package install surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add in28minutes/spring-microservices"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/in28minutes/spring-microservices"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"1.9K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"1.9K stars, 2.7K forks; 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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: OLD - Microservices using Spring Boot, Spring Cloud, Docker and Kubernetes. Replaced by https://github.com/in28minutes/spring-microservices-v3 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"in28minutes-spring-microservices\",\"task\":\"Install Spring Microservices\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review Spring Microservices 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 --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install in28minutes-spring-microservices","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Spring Microservices\" agent skill from https://github.com/in28minutes/spring-microservices. 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Report success only after the skill is installed and a minimal verification passes.","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 \"Spring Microservices\" as a Claude Code skill from https://github.com/in28minutes/spring-microservices. 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: OLD - Microservices using Spring Boot, Spring Cloud, Docker and Kubernetes. Replaced by https://github.com/in28minutes/spring-microservices-v3 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"in28minutes-spring-microservices\",\"task\":\"Install Spring Microservices\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","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 \"Spring Microservices\" from https://github.com/in28minutes/spring-microservices into a reusable Cursor project rule or agent instruction. 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Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"in28minutes-spring-microservices","name":"Spring Microservices","description":"OLD - Microservices using Spring Boot, Spring Cloud, Docker and Kubernetes. 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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: OLD - Microservices using Spring Boot, Spring Cloud, Docker and Kubernetes. Replaced by https://github.com/in28minutes/spring-microservices-v3 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"in28minutes-spring-microservices\",\"task\":\"Install Spring Microservices\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Spring Microservices\" from https://github.com/in28minutes/spring-microservices 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: OLD - Microservices using Spring Boot, Spring Cloud, Docker and Kubernetes. Replaced by https://github.com/in28minutes/spring-microservices-v3 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"in28minutes-spring-microservices\",\"task\":\"Install Spring Microservices\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. 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Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":70,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository appears stale","Repository looks stale","Quality score needs review","Documentation summary is thin","Recent maintenance: 2y since push"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":67,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"2y since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","No OpenAgentSkill engagement data yet","Repository appears stale","Quality score needs review","Documentation summary is thin","Recent maintenance: 2y since push"],"agent_contract":{"task_input":"Use Spring Boot Observability","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 79/100 Strong shortlist","Audit: 70/100 Needs review","Safety: 58/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"in28minutes-spring-microservices (Spring Microservices)","install_command":"npx skills add in28minutes/spring-microservices","risk_summary":"Needs review; 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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: Collection of 300+ best practices for Java persistence performance in Spring Boot applications After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"anghelleonard-hibernate-springboot\",\"task\":\"Install Hibernate SpringBoot\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","api":"https://www.openagentskill.com/api/skills/anghelleonard-hibernate-springboot/install"},"copy_paste_prompt":"Task: Use Spring Boot Observability\nUse Hibernate SpringBoot from https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot.\nReview the audit first: https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot/audit\nReview the eval first: https://www.openagentskill.com/api/agent/evals?slug=anghelleonard-hibernate-springboot&task=Use%20Spring%20Boot%20Observability&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/anghelleonard-hibernate-springboot/install\nInstall command: npx skills add AnghelLeonard/Hibernate-SpringBoot\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%20Spring%20Boot%20Observability&agent=codex&max_risk=medium"},{"step":2,"label":"Fetch pre-install eval","method":"GET","url":"https://www.openagentskill.com/api/agent/evals?slug=anghelleonard-hibernate-springboot&task=Use%20Spring%20Boot%20Observability&max_risk=medium"},{"step":3,"label":"Fetch selected skill profile","method":"GET","url":"https://www.openagentskill.com/api/agent/skills/anghelleonard-hibernate-springboot"},{"step":4,"label":"Fetch install handoff","method":"GET","url":"https://www.openagentskill.com/api/skills/anghelleonard-hibernate-springboot/install"},{"step":5,"label":"Review audit","method":"GET","url":"https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot/audit"},{"step":6,"label":"Report outcome","method":"POST","url":"https://www.openagentskill.com/api/agent/outcome","body":{"event_id":"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866","skill_slug":"anghelleonard-hibernate-springboot","task":"Use Spring Boot Observability","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."}}],"review_checklist":["Safety tier: Reviewed","Safety score: 69/100 Review before install","Audit score: 85/100 Safe to try","Trust score: 80/100 Review then install","Readiness: 98/100 Production-ready","Documentation summary is thin","Documentation summary is thin"],"fallback_strategy":[{"slug":"blueswen-spring-boot-observability","name":"Spring Boot Observability","reason":"Matches task terms: spring, boot, observability","url":"https://www.openagentskill.com/skills/blueswen-spring-boot-observability","install_api":"https://www.openagentskill.com/api/skills/blueswen-spring-boot-observability/install"},{"slug":"nasruddin-spring-boot-based-microservices","name":"Spring Boot Based Microservices","reason":"Matches task terms: spring, boot, observability","url":"https://www.openagentskill.com/skills/nasruddin-spring-boot-based-microservices","install_api":"https://www.openagentskill.com/api/skills/nasruddin-spring-boot-based-microservices/install"},{"slug":"spring-cloud-spring-cloud-kubernetes","name":"Spring Cloud Kubernetes","reason":"Matches task terms: spring, boot","url":"https://www.openagentskill.com/skills/spring-cloud-spring-cloud-kubernetes","install_api":"https://www.openagentskill.com/api/skills/spring-cloud-spring-cloud-kubernetes/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","outcome_event_id":"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866"}},"agent_handoff":{"version":"openagentskill-agent-handoff-v1","mode":"resolve_compare_review_install","task":"Use Spring Boot Observability","agent":"codex","selected_skill":{"slug":"anghelleonard-hibernate-springboot","name":"Hibernate SpringBoot","url":"https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot","api_url":"https://www.openagentskill.com/api/agent/skills/anghelleonard-hibernate-springboot","audit_url":"https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot/audit","eval_url":"https://www.openagentskill.com/api/agent/evals?slug=anghelleonard-hibernate-springboot&task=Use%20Spring%20Boot%20Observability&max_risk=medium","repository":"https://github.com/AnghelLeonard/Hibernate-SpringBoot"},"install_plan":{"command":"npx skills add AnghelLeonard/Hibernate-SpringBoot","target":"codex","label":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Hibernate SpringBoot\" agent skill from https://github.com/AnghelLeonard/Hibernate-SpringBoot. 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: Collection of 300+ best practices for Java persistence performance in Spring Boot applications After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"anghelleonard-hibernate-springboot\",\"task\":\"Install Hibernate SpringBoot\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","install_api":"https://www.openagentskill.com/api/skills/anghelleonard-hibernate-springboot/install","auto_install_allowed":false,"human_review_required":true,"policy":"review"},"api_sequence":[{"step":1,"label":"Resolve task","method":"GET","url":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Spring%20Boot%20Observability&agent=codex&max_risk=medium"},{"step":2,"label":"Fetch pre-install eval","method":"GET","url":"https://www.openagentskill.com/api/agent/evals?slug=anghelleonard-hibernate-springboot&task=Use%20Spring%20Boot%20Observability&max_risk=medium"},{"step":3,"label":"Fetch selected skill profile","method":"GET","url":"https://www.openagentskill.com/api/agent/skills/anghelleonard-hibernate-springboot"},{"step":4,"label":"Fetch install handoff","method":"GET","url":"https://www.openagentskill.com/api/skills/anghelleonard-hibernate-springboot/install"},{"step":5,"label":"Review audit","method":"GET","url":"https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot/audit"},{"step":6,"label":"Report outcome","method":"POST","url":"https://www.openagentskill.com/api/agent/outcome","body":{"event_id":"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866","skill_slug":"anghelleonard-hibernate-springboot","task":"Use Spring Boot Observability","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."}}],"platform_templates":[{"id":"codex","name":"Codex","surface":"Coding agent / local workspace","copy_prompt":"Task: Use Spring Boot Observability\nSelected skill: Hibernate SpringBoot (anghelleonard-hibernate-springboot)\nSkill URL: https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot\nAudit URL: https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot/audit\nEval URL: https://www.openagentskill.com/api/agent/evals?slug=anghelleonard-hibernate-springboot&task=Use%20Spring%20Boot%20Observability&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/anghelleonard-hibernate-springboot/install\nInstall command: npx skills add AnghelLeonard/Hibernate-SpringBoot\nInstall policy: Human review is required before install.\nOutcome feedback: use install_receipt.outcome_feedback.event_id or feedback.event_id from the Resolve API and report the result to /api/agent/outcome after one narrow run. Include outcome, install_used, task_success, output_quality, workspace, error_type, and human_review_required when known.\n\nBefore installing:\n1. Read the audit and eval result.\n2. Report risk notes and files or commands that will be touched.\n3. Install only in a sandbox or low-risk workspace first.\n4. If risk is unacceptable, use an alternative.\n\nAlternatives:\n- Spring Boot Observability (blueswen-spring-boot-observability): https://www.openagentskill.com/skills/blueswen-spring-boot-observability\n- Spring Boot Based Microservices (nasruddin-spring-boot-based-microservices): https://www.openagentskill.com/skills/nasruddin-spring-boot-based-microservices\n- Spring Cloud Kubernetes (spring-cloud-spring-cloud-kubernetes): https://www.openagentskill.com/skills/spring-cloud-spring-cloud-kubernetes\n\nExpected Codex output:\n- selected_skill\n- install_command\n- risk_summary\n- outcome_event_id\n- alternatives\n- files_or_commands_to_touch\n- next_action"},{"id":"claude-code","name":"Claude Code","surface":"Claude Code skill workflow","copy_prompt":"Task: Use Spring Boot Observability\nSelected skill: Hibernate SpringBoot (anghelleonard-hibernate-springboot)\nSkill URL: https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot\nAudit URL: https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot/audit\nEval URL: https://www.openagentskill.com/api/agent/evals?slug=anghelleonard-hibernate-springboot&task=Use%20Spring%20Boot%20Observability&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/anghelleonard-hibernate-springboot/install\nInstall command: npx skills add AnghelLeonard/Hibernate-SpringBoot\nInstall policy: Human review is required before install.\nOutcome feedback: use install_receipt.outcome_feedback.event_id or feedback.event_id from the Resolve API and report the result to /api/agent/outcome after one narrow run. Include outcome, install_used, task_success, output_quality, workspace, error_type, and human_review_required when known.\n\nBefore installing:\n1. Read the audit and eval result.\n2. Report risk notes and files or commands that will be touched.\n3. Install only in a sandbox or low-risk workspace first.\n4. If risk is unacceptable, use an alternative.\n\nAlternatives:\n- Spring Boot Observability (blueswen-spring-boot-observability): https://www.openagentskill.com/skills/blueswen-spring-boot-observability\n- Spring Boot Based Microservices (nasruddin-spring-boot-based-microservices): https://www.openagentskill.com/skills/nasruddin-spring-boot-based-microservices\n- Spring Cloud Kubernetes (spring-cloud-spring-cloud-kubernetes): https://www.openagentskill.com/skills/spring-cloud-spring-cloud-kubernetes\n\nExpected Claude Code output:\n- selected_skill\n- skill_files_or_instructions\n- install_prompt\n- risk_summary\n- outcome_event_id\n- activation_steps\n- fallback_skill"},{"id":"cursor","name":"Cursor","surface":"Cursor rules / agent instructions","copy_prompt":"Task: Use Spring Boot Observability\nSelected skill: Hibernate SpringBoot (anghelleonard-hibernate-springboot)\nSkill URL: https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot\nAudit URL: https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot/audit\nEval URL: https://www.openagentskill.com/api/agent/evals?slug=anghelleonard-hibernate-springboot&task=Use%20Spring%20Boot%20Observability&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/anghelleonard-hibernate-springboot/install\nInstall command: npx skills add AnghelLeonard/Hibernate-SpringBoot\nInstall policy: Human review is required before install.\nOutcome feedback: use install_receipt.outcome_feedback.event_id or feedback.event_id from the Resolve API and report the result to /api/agent/outcome after one narrow run. Include outcome, install_used, task_success, output_quality, workspace, error_type, and human_review_required when known.\n\nBefore installing:\n1. Read the audit and eval result.\n2. Report risk notes and files or commands that will be touched.\n3. Install only in a sandbox or low-risk workspace first.\n4. If risk is unacceptable, use an alternative.\n\nAlternatives:\n- Spring Boot Observability (blueswen-spring-boot-observability): https://www.openagentskill.com/skills/blueswen-spring-boot-observability\n- Spring Boot Based Microservices (nasruddin-spring-boot-based-microservices): https://www.openagentskill.com/skills/nasruddin-spring-boot-based-microservices\n- Spring Cloud Kubernetes (spring-cloud-spring-cloud-kubernetes): https://www.openagentskill.com/skills/spring-cloud-spring-cloud-kubernetes\n\nExpected Cursor output:\n- selected_skill\n- cursor_rule_or_prompt\n- install_command\n- risk_summary\n- outcome_event_id\n- when_to_use\n- when_not_to_use"}],"review_checklist":["Safety tier: Reviewed","Safety score: 69/100 Review before install","Audit score: 85/100 Safe to try","Trust score: 80/100 Review then install","Readiness: 98/100 Production-ready","Documentation summary is thin","Documentation summary is thin"],"expected_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","outcome_event_id":"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866"},"feedback":{"event_id":"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866","outcome_api":"https://www.openagentskill.com/api/agent/outcome","cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866\" --skill \"anghelleonard-hibernate-springboot\" --task \"Use Spring Boot Observability\" --agent \"codex\" --outcome success","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"]},"blocked_actions":["Do not install when safety_gate.blocked is true.","Do not install when the audit or eval reports unacceptable workspace risk.","Do not execute shell commands, access secrets, or call external services without user approval.","Do not keep the skill as an always-on instruction if it only fits a narrow task."]},"policy_decision":{"status":"human_review_required","summary":"Review the audit page, then allow agent install in a sandboxed workflow."},"agent_decision":{"input_task":"Use Spring Boot Observability","recommended_skill":{"slug":"anghelleonard-hibernate-springboot","name":"Hibernate SpringBoot","url":"https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot","audit_url":"https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot/audit","repository":"https://github.com/AnghelLeonard/Hibernate-SpringBoot","safety_tier":"Reviewed","auto_install_policy":"review"},"alternative_skills":[{"slug":"blueswen-spring-boot-observability","name":"Spring Boot Observability","url":"https://www.openagentskill.com/skills/blueswen-spring-boot-observability","install_command":"npx skills add blueswen/spring-boot-observability","why_consider":"Matches task terms: spring, boot, observability","risk":{"level":"Needs review","safety_tier":"Experimental","safety":"57/100 Review before install","trust":"72/100 Strong shortlist","notes":["License is unclear","Quality score needs review","Documentation summary is thin","License clarity: Unknown"]}},{"slug":"nasruddin-spring-boot-based-microservices","name":"Spring Boot Based Microservices","url":"https://www.openagentskill.com/skills/nasruddin-spring-boot-based-microservices","install_command":"npx skills add Nasruddin/spring-boot-based-microservices","why_consider":"Matches task terms: spring, boot, observability","risk":{"level":"Needs review","safety_tier":"Experimental","safety":"48/100 Avoid automatic install","trust":"68/100 Manual review","notes":["High-risk permission hints: Secrets or environment access","License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review"]}},{"slug":"spring-cloud-spring-cloud-kubernetes","name":"Spring Cloud Kubernetes","url":"https://www.openagentskill.com/skills/spring-cloud-spring-cloud-kubernetes","install_command":"npx skills add spring-cloud/spring-cloud-kubernetes","why_consider":"Matches task terms: spring, boot","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"78/100 Review before install","trust":"88/100 Production candidate","notes":["Documentation summary is thin"]}}],"install_command":"npx skills add AnghelLeonard/Hibernate-SpringBoot","install_target":"Codex install prompt","why_recommended":["Matches task terms: spring, boot","Useful GitHub adoption: 1,372 stars","Install handoff is available","Repository freshness signal is available","Registry match score 42","Primary pick for Database and SQL"],"risk_summary":{"level":"Safe to try","safety_tier":"Reviewed","safety":"69/100 Review before install","trust":"85/100 Strong shortlist","notes":["Documentation summary is thin"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","action":"Review the audit page, then allow agent install in a sandboxed workflow."},"feedback":{"event_id":"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866","outcome_api":"https://www.openagentskill.com/api/agent/outcome","cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866\" --skill \"anghelleonard-hibernate-springboot\" --task \"Use Spring Boot Observability\" --agent \"codex\" --outcome success","contract":{"version":"openagentskill-agent-feedback-loop-v3","status":"active","purpose":"Report the result of one resolved skill run so Trust Score v5 and future Resolve rankings learn from real use.","event_id":"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866","selected_skill_slug":"anghelleonard-hibernate-springboot","selected_skill_name":"Hibernate SpringBoot","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","idempotency":"Retrying the same event_id updates the previous outcome.","dry_run":{"supported":true,"instruction":"Set dry_run=true to validate a payload before wiring a new agent integration."},"expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"error_types":["install_failed","runtime_error","not_relevant","permission_blocked","risk_blocked","setup_required","low_quality_output","missing_dependency","timeout","other"],"workspaces":["sandbox","local","ci","production","unknown"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url"],"payload_template":{"event_id":"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866","skill_slug":"anghelleonard-hibernate-springboot","task":"Use Spring Boot Observability","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866\" --skill \"anghelleonard-hibernate-springboot\" --task \"Use Spring Boot Observability\" --agent \"codex\" --outcome success","ranking_inputs_updated":["Trust Score v5 outcome confidence","Resolve ranking outcome evidence","Skill detail outcome signal block","Outcome leaderboard"]}},"agent_next_steps":["Read the audit URL before installing.","Ask for human approval before installing.","Use install command: npx skills add AnghelLeonard/Hibernate-SpringBoot","After one narrow task, report the outcome with: npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866\" --skill \"anghelleonard-hibernate-springboot\" --task \"Use Spring Boot Observability\" --agent \"codex\" --outcome success","Summarize output, warnings, files touched, and whether setup or human review was required."]},"decision_packet":{"version":"openagentskill-agent-decision-packet-v1","task":"Use Spring Boot Observability","agent":"codex","selected_skill":{"slug":"anghelleonard-hibernate-springboot","name":"Hibernate SpringBoot","url":"https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot","api_url":"https://www.openagentskill.com/api/agent/skills/anghelleonard-hibernate-springboot","audit_url":"https://www.openagentskill.com/skills/anghelleonard-hibernate-springboot/audit","repository":"https://github.com/AnghelLeonard/Hibernate-SpringBoot"},"suited_tasks":["Database and SQL workflows","general agent builders","teams that value GitHub adoption signals","Understand table relationships","Write safer queries","Explain database changes","Navigate pages","Click and type safely"],"suited_agents":["Java","SQL","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add AnghelLeonard/Hibernate-SpringBoot","target":"codex","label":"Codex install prompt","policy":"review","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true},"trust":{"score":80,"label":"Review then install","version":"trust-score-v5","base_score":85,"outcome_confidence":0,"decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Ask for approval or run a sandbox-only trial before installing.","reasoning":["80/100 Trust Score v5","85/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Low metadata risk"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"status":"pass","detail":"1.4K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":83,"status":"pass","detail":"1.4K stars, 539 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":76,"status":"info","detail":"5mo since push"},{"id":"license","label":"License clarity","score":86,"status":"pass","detail":"Apache-2.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":66,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"status":"pass","detail":"database surface"},{"id":"installability","label":"Install availability","score":92,"status":"pass","detail":"npx skills add AnghelLeonard/Hibernate-SpringBoot"},{"id":"install_safety","label":"Install command safety","score":92,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":88,"status":"pass","detail":"database access"},{"id":"repository","label":"Repository evidence","score":86,"status":"pass","detail":"https://github.com/AnghelLeonard/Hibernate-SpringBoot"},{"id":"review_status","label":"Review status","score":88,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"status":"info","detail":"No agent outcome data yet"}]},"risk":{"level":"Safe to try","audit_label":"Safe to try","safety":"69/100 Review before install","trust":"85/100 Strong shortlist","safety_tier":"Reviewed","notes":["Documentation summary is thin"],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Documentation summary is thin","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"minimum_review_before_use":["Trust: 85/100 Strong shortlist","Audit: 85/100 Safe to try","Safety: 69/100 Review before install","Review repository, license, install command, and permission surface before production use."]},"alternatives":[{"slug":"blueswen-spring-boot-observability","name":"Spring Boot Observability","url":"https://www.openagentskill.com/skills/blueswen-spring-boot-observability","install_command":"npx skills add blueswen/spring-boot-observability","trust_score":72,"audit_score":69,"safety_score":57,"why_consider":"Matches task terms: spring, boot, observability","risk":{"level":"Needs review","safety_tier":"Experimental","safety":"57/100 Review before install","trust":"72/100 Strong shortlist","notes":["License is unclear","Quality score needs review","Documentation summary is thin","License clarity: Unknown"]}},{"slug":"nasruddin-spring-boot-based-microservices","name":"Spring Boot Based Microservices","url":"https://www.openagentskill.com/skills/nasruddin-spring-boot-based-microservices","install_command":"npx skills add Nasruddin/spring-boot-based-microservices","trust_score":68,"audit_score":72,"safety_score":48,"why_consider":"Matches task terms: spring, boot, observability","risk":{"level":"Needs review","safety_tier":"Experimental","safety":"48/100 Avoid automatic install","trust":"68/100 Manual review","notes":["High-risk permission hints: Secrets or environment access","License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review"]}},{"slug":"spring-cloud-spring-cloud-kubernetes","name":"Spring Cloud Kubernetes","url":"https://www.openagentskill.com/skills/spring-cloud-spring-cloud-kubernetes","install_command":"npx skills add spring-cloud/spring-cloud-kubernetes","trust_score":88,"audit_score":90,"safety_score":78,"why_consider":"Matches task terms: spring, boot","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"78/100 Review before install","trust":"88/100 Production candidate","notes":["Documentation summary is thin"]}},{"slug":"in28minutes-spring-microservices","name":"Spring Microservices","url":"https://www.openagentskill.com/skills/in28minutes-spring-microservices","install_command":"npx skills add in28minutes/spring-microservices","trust_score":79,"audit_score":70,"safety_score":58,"why_consider":"Matches task terms: spring, boot","risk":{"level":"Needs review","safety_tier":"Reviewed with permission notes","safety":"58/100 Review before install","trust":"79/100 Strong shortlist","notes":["Repository appears stale","Repository looks stale","Quality score needs review","Documentation summary is thin","Recent maintenance: 2y since push"]}}],"outcome_feedback":{"event_id":"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866","skill_slug":"anghelleonard-hibernate-springboot","task":"Use Spring Boot Observability","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_bf675ddf-9070-4828-b29a-f6ed4475c866\" --skill \"anghelleonard-hibernate-springboot\" --task \"Use Spring Boot Observability\" --agent \"codex\" --outcome success"},"next_agent_action":"Ask for human approval or choose a safer alternative before installing.","stable_fields":["decision_packet.selected_skill","decision_packet.install","decision_packet.risk.do_not_use_when","decision_packet.alternatives","decision_packet.outcome_feedback","decision_packet.trust.decision"]},"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":"2026-08-22T22:43:06.231Z","total_skills_searched":944,"total_candidates":15,"candidate_pool":{"sort":"quality","size":944,"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","agent_handoff":"agent_handoff.platform_templates + agent_handoff.review_checklist","decision_packet":"decision_packet","install_receipt":"install_receipt","recommendation_lanes":"recommendation_lanes"}}}