[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-google-google-agents-cli-observability-hi":3,"guides-for-google-google-agents-cli-observability":227,"similar-k17atq5e7xjq7r2h28whqw6wc1866agk":228},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":21,"identity":184,"isFallback":189,"parentExtension":190,"providers":191,"relations":196,"repo":198,"workflow":224},1778053359436.7273,"k17atq5e7xjq7r2h28whqw6wc1866agk",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13,"tags":14},"This skill should be used when the user wants to \"set up tracing\", \"monitor my ADK agent\", \"configure logging\", \"add observability\", \"debug production traffic\", or needs guidance on monitoring deployed ADK (Agent Development Kit) agents. Covers Cloud Trace, prompt-response logging, BigQuery Agent Analytics, third-party integrations (AgentOps, Phoenix, MLflow, etc.), and troubleshooting. Part of the Google ADK (Agent Development Kit) skills suite. Do NOT use for deployment setup (use google-agents-cli-deploy) or API code patterns (use google-agents-cli-adk-code).",{},"ADK Observability Guide","https://github.com/google/agents-cli/tree/HEAD/skills/google-agents-cli-observability",[15,16,17,18,19,20],"observability","logging","tracing","adk","google-cloud","telemetry",{"_creationTime":22,"_id":23,"extensionId":5,"locale":24,"result":25,"trustSignals":173,"workflow":182},1778053387143.3662,"kn7a6cg39p9pfgt715rwdx6d8186624n","en",{"checks":26,"evaluatedAt":163,"extensionSummary":164,"promptVersionExtension":165,"promptVersionScoring":166,"rationale":167,"score":168,"summary":169,"tags":170,"targetMarket":171,"tier":172},[27,32,35,38,42,45,50,54,57,60,64,68,71,75,78,81,84,87,90,93,96,100,104,108,112,115,118,121,125,128,131,134,137,140,144,147,150,153,156,160],{"category":28,"check":29,"severity":30,"summary":31},"Practical Utility","Problem relevance","pass","The description clearly states the user problem of setting up tracing, monitoring, logging, and observability for ADK agents, along with specific use cases and explicit non-goals.",{"category":28,"check":33,"severity":30,"summary":34},"Unique selling proposition","The skill provides specific guidance on configuring Cloud Trace, prompt-response logging, BigQuery Agent Analytics, and various third-party integrations for ADK agents, which goes beyond basic LLM capabilities.",{"category":28,"check":36,"severity":30,"summary":37},"Production readiness","The skill covers the full lifecycle of observability setup for ADK agents, including infrastructure provisioning (Terraform), deployment considerations, and troubleshooting, making it production-ready.",{"category":39,"check":40,"severity":30,"summary":41},"Scope","Single responsibility principle","The skill is focused on observability for ADK agents, covering tracing, logging, analytics, and third-party integrations within this domain, without straying into unrelated areas like deployment setup or API code patterns.",{"category":39,"check":43,"severity":30,"summary":44},"Description quality","The displayed description accurately reflects the skill's capabilities, is concise, readable, and clearly outlines the problem space, intended use, and boundaries.",{"category":46,"check":47,"severity":48,"summary":49},"Invocation","Scoped tools","not_applicable","This skill primarily provides guidance and configuration information rather than executing specific tools directly. Therefore, the concept of narrow verb-noun specialist tools does not apply.",{"category":51,"check":52,"severity":30,"summary":53},"Documentation","Configuration & parameter reference","Configuration details such as environment variables and their purposes are documented within the SKILL.md and reference files. The precedence of configuration is implicitly handled by Terraform and the ADK framework.",{"category":39,"check":55,"severity":48,"summary":56},"Tool naming","This skill does not expose user-facing tools directly; its functionality is through providing guidance and documentation. Therefore, tool naming conventions are not applicable.",{"category":39,"check":58,"severity":48,"summary":59},"Minimal I/O surface","The skill provides guidance and documentation rather than executing tools with input/output schemas. Therefore, minimal I/O surface is not applicable.",{"category":61,"check":62,"severity":30,"summary":63},"License","License usability","The LICENSE file at the repository root clearly states the Apache-2.0 license, which is a permissive open-source license.",{"category":65,"check":66,"severity":48,"summary":67},"Maintenance","Commit recency","The provided Trust Signals indicate 'n/a' for Last commit on default branch, and there are no commits available for evaluation.",{"category":65,"check":69,"severity":48,"summary":70},"Dependency Management","The skill itself does not appear to introduce third-party dependencies directly. It relies on the `agents-cli` framework and external services like Google Cloud, which are managed by the framework.",{"category":72,"check":73,"severity":30,"summary":74},"Security","Secret Management","The skill provides guidance on configuring observability and does not handle or expose secrets directly. Configuration instructions emphasize setting environment variables and IAM roles, which aligns with secure practices.",{"category":72,"check":76,"severity":30,"summary":77},"Injection","The skill provides guidance and references external documentation. There is no indication of loading or executing untrusted third-party data as instructions.",{"category":72,"check":79,"severity":30,"summary":80},"Transitive Supply-Chain Grenades","The skill provides links to external documentation pages hosted on 'adk.dev'. These are treated as documentation and not executed code, and there's no indication of runtime code fetching or execution from untrusted sources.",{"category":72,"check":82,"severity":30,"summary":83},"Sandbox Isolation","The skill provides guidance and documentation, and does not perform any file system operations outside of its own bundle or intended configuration targets managed by external tools like Terraform.",{"category":72,"check":85,"severity":30,"summary":86},"Sandbox escape primitives","The skill's content is purely instructional and does not contain any scripts or commands that could be used to escape sandbox environments.",{"category":72,"check":88,"severity":30,"summary":89},"Data Exfiltration","The skill focuses on configuring observability and does not instruct the agent to read or submit confidential data. It guides users on how to configure existing services securely.",{"category":72,"check":91,"severity":30,"summary":92},"Hidden Text Tricks","The bundled markdown files appear to be free of hidden text tricks, invisible Unicode characters, or other methods to deliberately steer the model covertly.",{"category":72,"check":94,"severity":30,"summary":95},"Opaque code execution","The skill consists of markdown files and does not contain any obfuscated or dynamically fetched code.",{"category":97,"check":98,"severity":30,"summary":99},"Portability","Structural Assumption","The skill references standard ADK project structures and Google Cloud project IDs, which are expected conventions. It guides users to use `agents-cli` commands that handle project setup.",{"category":101,"check":102,"severity":48,"summary":103},"Trust","Issues Attention","The provided Trust Signals indicate 'n/a' for Issues Opened and Issues Closed, making it impossible to evaluate.",{"category":105,"check":106,"severity":30,"summary":107},"Versioning","Release Management","The SKILL.md frontmatter declares a version: '0.1.2', indicating a managed release.",{"category":109,"check":110,"severity":48,"summary":111},"Code Execution","Validation","This skill provides guidance and documentation. It does not execute code or process structured input/output that would require schema validation.",{"category":72,"check":113,"severity":30,"summary":114},"Unguarded Destructive Operations","The skill provides guidance on setting up observability and infrastructure. Any destructive operations are managed by external tools (e.g., Terraform) which are assumed to have their own safety mechanisms.",{"category":109,"check":116,"severity":30,"summary":117},"Error Handling","As this skill is primarily documentation and guidance, it does not contain executable code with error handling requirements. It directs users to consult other tools and documentation for specific error scenarios.",{"category":109,"check":119,"severity":48,"summary":120},"Logging","The skill itself does not perform actions that require local audit logging. It guides users on how to configure logging for the ADK agents.",{"category":122,"check":123,"severity":30,"summary":124},"Compliance","GDPR","The skill guides users on configuring observability and logging for ADK agents. It explicitly mentions privacy-preserving defaults for prompt-response logging and does not appear to operate on personal data directly.",{"category":122,"check":126,"severity":30,"summary":127},"Target market","The skill focuses on Google Cloud observability tools and ADK agents, which are generally applicable globally. No specific regional limitations are evident, so the target market is global.",{"category":97,"check":129,"severity":30,"summary":130},"Runtime stability","The skill provides guidance and references external documentation. It assumes the user has `agents-cli` and Google Cloud set up, which are standard prerequisites for ADK development and deployment.",{"category":46,"check":132,"severity":30,"summary":133},"Precise Purpose","The description clearly defines the skill's purpose for setting up observability on ADK agents and lists specific triggers and explicit non-goals.",{"category":46,"check":135,"severity":30,"summary":136},"Concise Frontmatter","The frontmatter is concise and effectively summarizes the core capability and trigger phrases within the recommended character limit.",{"category":51,"check":138,"severity":30,"summary":139},"Concise Body","The SKILL.md body is well-structured, under 500 lines, and delegates detailed information to reference files, adhering to progressive disclosure.",{"category":141,"check":142,"severity":30,"summary":143},"Context","Progressive Disclosure","The SKILL.md effectively outlines the observability flow and links to detailed `references/` files for specific topics like cloud trace, logging, and BigQuery analytics.",{"category":141,"check":145,"severity":48,"summary":146},"Forked exploration","This skill is primarily instructional and does not involve deep exploration of code or data, making the 'context: fork' setting not applicable.",{"category":28,"check":148,"severity":30,"summary":149},"Usage examples","The skill provides clear examples for verifying telemetry setup and configuration steps, along with links to detailed documentation for further setup.",{"category":28,"check":151,"severity":30,"summary":152},"Edge cases","The troubleshooting section and the reference files cover various failure modes and provide solutions or next steps, such as checking service accounts, environment variables, and privacy modes.",{"category":109,"check":154,"severity":48,"summary":155},"Tool Fallback","This skill does not rely on external tools like MCP servers and thus does not require fallback mechanisms for them.",{"category":157,"check":158,"severity":30,"summary":159},"Safety","Halt on unexpected state","The skill's instructions implicitly guide users to set up preconditions and configurations correctly before proceeding with deployment or use, and directs them to troubleshooting steps for issues.",{"category":97,"check":161,"severity":30,"summary":162},"Cross-skill coupling","The skill is self-contained within observability and clearly references related skills like deployment and scaffold for other functionalities, avoiding implicit dependencies.",1778053373807,"This skill provides detailed guidance on integrating Cloud Trace, prompt-response logging, BigQuery Agent Analytics, and third-party observability platforms with ADK agents. It covers infrastructure provisioning via Terraform, deployment considerations, and troubleshooting steps for various observability tiers.","2.0.0","3.4.0","This skill is highly polished, with excellent documentation, clear scope, and practical guidance. It adheres to progressive disclosure and provides comprehensive troubleshooting. The 'pass' on most checks, including security and usability, contributes to a high score.",95,"A well-documented and practical skill for configuring observability features for ADK agents on Google Cloud.",[15,16,17,18,19,20],"global","verified",{"codeQuality":174,"collectedAt":175,"documentation":176,"maintenance":178,"security":179,"testCoverage":181},{},1778053361086,{"descriptionLength":177,"readmeSize":8},568,{},{"hasNpmPackage":180,"smitheryVerified":180},false,{"hasCi":180,"hasTests":180},{"updatedAt":183},1778053387143,{"githubOwner":185,"githubRepo":186,"locale":24,"slug":187,"type":188},"google","agents-cli","google-agents-cli-observability","skill",true,null,{"extract":192,"llm":195},{"commitSha":193,"license":194},"9e2966f509ae8ee8a866cf7ecc6e227209f347ff","Apache-2.0",{"promptVersionExtension":165,"promptVersionScoring":166,"score":168,"targetMarket":171,"tier":172},{"repoId":197},"kd74jrvbwp33xw6azpzkw7r7vs8644t0",{"_creationTime":199,"_id":197,"identity":200,"providers":202,"workflow":221},1777995558409.8618,{"githubOwner":185,"githubRepo":186,"sourceUrl":201},"https://github.com/google/agents-cli",{"discover":203,"github":206},{"sources":204},[205],"skills-sh",{"closedIssues90d":207,"forks":208,"homepage":209,"license":194,"openIssues90d":210,"pushedAt":211,"readmeSize":212,"stars":213,"topics":214},3,246,"https://google.github.io/agents-cli/",7,1777501706000,8553,2086,[18,215,216,217,218,219,220,19],"agent-development-kit","agents","coding-agent","gemini","generative-ai","gemini-enterprise-agent-platform",{"discoverAt":222,"extractAt":223,"githubAt":223,"updatedAt":223},1777995558409,1778053360399,{"anyEnrichmentAt":225,"extractAt":226,"githubAt":225,"llmAt":183,"updatedAt":183},1778053359868,1778053359436,[],[229,257,278,306,326,346],{"_creationTime":230,"_id":231,"community":232,"display":233,"identity":244,"providers":246,"relations":251,"workflow":253},1778054700481.1514,"k175w4xae32fmw64g164akw1dd866rme",{"reviewCount":8},{"description":234,"installMethods":235,"name":236,"sourceUrl":237,"tags":238},"Interact with Langfuse and access its documentation. Use when needing to (1) query or modify Langfuse data programmatically via the CLI — traces, prompts, datasets, scores, sessions, and any other API resource, (2) look up Langfuse documentation, concepts, integration guides, or SDK usage, or (3) understand how any Langfuse feature works. This skill covers CLI-based API access (via npx) and multiple documentation retrieval methods.",{},"Langfuse","https://github.com/langfuse/skills/tree/HEAD/skills/langfuse",[239,240,241,242,15,243,17],"langfuse","cli","documentation","api","prompts",{"githubOwner":239,"githubRepo":245,"locale":24,"slug":239,"type":188},"skills",{"extract":247,"llm":250},{"commitSha":248,"license":249},"af1aaf673239c48d7cdc1898a80b713695afbb33","MIT",{"promptVersionExtension":165,"promptVersionScoring":166,"score":168,"targetMarket":171,"tier":172},{"repoId":252},"kd7b3vqvjckbgc57ffafhx0mss8656na",{"anyEnrichmentAt":254,"extractAt":255,"githubAt":254,"llmAt":256,"updatedAt":256},1778054700769,1778054700481,1778054716562,{"_creationTime":258,"_id":259,"community":260,"display":261,"identity":270,"providers":272,"relations":276,"workflow":277},1778053359436.7278,"k1771zndgvnz68m2vbj4ax9c5s8673mf",{"reviewCount":8},{"description":262,"installMethods":263,"name":264,"sourceUrl":265,"tags":266},"This skill should be used when the user wants to \"publish an agent\", \"publish my ADK agent\", \"register an agent with Gemini Enterprise\", \"publish to Gemini Enterprise\", or needs guidance on the agents-cli publish gemini-enterprise command. Covers ADK vs A2A registration modes, programmatic and interactive usage, flag reference, auto-detection from deployment metadata, and troubleshooting. Part of the Google ADK (Agent Development Kit) skills suite. Do NOT use for deployment (use google-agents-cli-deploy).",{},"agents-cli publish gemini-enterprise","https://github.com/google/agents-cli/tree/HEAD/skills/google-agents-cli-publish",[267,186,19,268,269],"gemini-enterprise","agent-registration","ci-cd",{"githubOwner":185,"githubRepo":186,"locale":24,"slug":271,"type":188},"google-agents-cli-publish",{"extract":273,"llm":274},{"commitSha":193,"license":194},{"promptVersionExtension":165,"promptVersionScoring":166,"score":275,"targetMarket":171,"tier":172},99,{"repoId":197},{"anyEnrichmentAt":225,"extractAt":226,"githubAt":225,"llmAt":183,"updatedAt":183},{"_creationTime":279,"_id":280,"community":281,"display":282,"identity":292,"providers":295,"relations":300,"workflow":302},1778054617416.4724,"k171wbhkefsa1s7m82mat9azn9867e51",{"reviewCount":8},{"description":283,"installMethods":284,"name":285,"sourceUrl":286,"tags":287},"自动捕获经验并安全进化的技能。触发条件：(1)命令/操作失败时→记ERRORS.md (2)被用户纠正('不对'/'应该是')时→记LEARNINGS.md (3)用户需要不存在的能力时→记FEATURE_REQUESTS.md (4)外部API/工具出错时→记ERRORS.md (5)发现自己知识过时/错误时→记LEARNINGS.md (6)发现更好做法时→记LEARNINGS.md (7)每个任务完成时→回顾过程，有新经验则记LEARNINGS.md。去重原则：如果没有新经验或已有条目已覆盖则跳过不写。每次写入同时在.learnings/CHANGELOG.md追加JSONL日志。经验反复出现≥3次时晋升到AGENTS.md/TOOLS.md/SOUL.md。详见正文。",{},"Proactive Self-Improving Agent","https://github.com/yanhongxi-openclaw/proactive-self-improving-agent",[288,289,290,16,291],"agent","learning","self-improvement","experience-capture",{"githubOwner":293,"githubRepo":294,"locale":24,"slug":294,"type":188},"yanhongxi-openclaw","proactive-self-improving-agent",{"extract":296,"llm":298},{"commitSha":297,"license":249},"5af957709186392fb9892382d0ffb26e8095ad65",{"promptVersionExtension":165,"promptVersionScoring":166,"score":299,"targetMarket":171,"tier":172},98,{"repoId":301},"kd78yyb7ypqjg4av4r3p0feyfd864sdm",{"anyEnrichmentAt":303,"extractAt":304,"githubAt":303,"llmAt":305,"updatedAt":305},1778054617695,1778054617416,1778054631760,{"_creationTime":307,"_id":308,"community":309,"display":310,"identity":319,"providers":321,"relations":324,"workflow":325},1778053359436.7288,"k1780yft5sxt8fewxcc5bm1941866rzt",{"reviewCount":8},{"description":311,"installMethods":312,"name":313,"sourceUrl":314,"tags":315},"This skill should be used when the user wants to \"develop an agent\", \"build an agent using ADK\", \"run the agent locally\", \"debug agent code\", \"test an agent\", \"deploy an agent\", \"publish an agent\", \"monitor an agent\", or needs the ADK (Agent Development Kit) development lifecycle and coding guidelines. Entrypoint for building ADK agents. Always active — provides the full workflow (scaffold, build, evaluate, deploy, publish, observe), code preservation rules, model selection guidance, and troubleshooting steps for ADK or any agent development.",{},"ADK Development Workflow & Guidelines","https://github.com/google/agents-cli/tree/HEAD/skills/google-agents-cli-workflow",[18,316,317,318,240],"agent-development","workflow","guidelines",{"githubOwner":185,"githubRepo":186,"locale":24,"slug":320,"type":188},"google-agents-cli-workflow",{"extract":322,"llm":323},{"commitSha":193,"license":194},{"promptVersionExtension":165,"promptVersionScoring":166,"score":299,"targetMarket":171,"tier":172},{"repoId":197},{"anyEnrichmentAt":225,"extractAt":226,"githubAt":225,"llmAt":183,"updatedAt":183},{"_creationTime":327,"_id":328,"community":329,"display":330,"identity":339,"providers":341,"relations":344,"workflow":345},1778053359436.7283,"k173ynpdc9ckbq2dqv7r5xwtqh866w6z",{"reviewCount":8},{"description":331,"installMethods":332,"name":333,"sourceUrl":334,"tags":335},"This skill should be used when the user wants to \"create an agent project\", \"start a new ADK project\", \"build me a new agent\", \"add CI/CD to my project\", \"add deployment\", \"enhance my project\", or \"upgrade my project\". Part of the Google ADK (Agent Development Kit) skills suite. Covers `agents-cli scaffold create`, `scaffold enhance`, and `scaffold upgrade` commands, template options, deployment targets, and the prototype-first workflow. Do NOT use for writing agent code (use google-agents-cli-adk-code) or deployment operations (use google-agents-cli-deploy).",{},"ADK Project Scaffolding Guide","https://github.com/google/agents-cli/tree/HEAD/skills/google-agents-cli-scaffold",[186,336,18,337,240,338],"scaffolding","python","development-workflow",{"githubOwner":185,"githubRepo":186,"locale":24,"slug":340,"type":188},"google-agents-cli-scaffold",{"extract":342,"llm":343},{"commitSha":193,"license":194},{"promptVersionExtension":165,"promptVersionScoring":166,"score":299,"targetMarket":171,"tier":172},{"repoId":197},{"anyEnrichmentAt":225,"extractAt":226,"githubAt":225,"llmAt":183,"updatedAt":183},{"_creationTime":347,"_id":348,"community":349,"display":350,"identity":358,"providers":360,"relations":363,"workflow":364},1778053359436.7268,"k17dsn9qz29ezffmm5p52x70js867wsh",{"reviewCount":8},{"description":351,"installMethods":352,"name":353,"sourceUrl":354,"tags":355},"This skill should be used when the user wants to \"run an evaluation\", \"evaluate my ADK agent\", \"write an evalset\", \"debug eval scores\", \"compare eval results\", or needs guidance on ADK (Agent Development Kit) evaluation methodology and the eval-fix loop. Covers eval metrics, evalset schema, LLM-as-judge, tool trajectory scoring, and common failure causes. Part of the Google ADK (Agent Development Kit) skills suite. Do NOT use for API code patterns (use google-agents-cli-adk-code), deployment (use google-agents-cli-deploy), or project scaffolding (use google-agents-cli-scaffold).",{},"ADK Evaluation Guide","https://github.com/google/agents-cli/tree/HEAD/skills/google-agents-cli-eval",[18,356,357,241,218],"evaluation","testing",{"githubOwner":185,"githubRepo":186,"locale":24,"slug":359,"type":188},"google-agents-cli-eval",{"extract":361,"llm":362},{"commitSha":193,"license":194},{"promptVersionExtension":165,"promptVersionScoring":166,"score":299,"targetMarket":171,"tier":172},{"repoId":197},{"anyEnrichmentAt":225,"extractAt":226,"githubAt":225,"llmAt":183,"updatedAt":183}]