{"eval":{"version":"openagentskill-skill-eval-v1","slug":"yan-labs-opencli","name":"opencli","generated_at":"2026-08-24T12:15:16.368Z","task_input":"Evaluate opencli before installing it in an AI agent workflow","status":"failed","score":65,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, filesystem or document access","auto_install_allowed":false,"policy":"block","human_review_required":true},"task_fit":{"score":84,"suited_tasks":["Browser automation workflows","Claude Code teams","builders willing to evaluate younger projects","Navigate pages","Click and type safely","Check visual and DOM state","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"]},"install":{"command":"npx skills add yan-labs/yan-skills --skill opencli","ready":true,"policy":"review","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install yan-labs-opencli"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"opencli\" agent skill from https://github.com/yan-labs/yan-skills/tree/main/opencli. 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: 用 OpenCLI 驱动用户本机那个真实的、已登录的 Chrome，或调用它的 160+ 站点 adapter。任何需要登录态的页面操作都从这里开始——读登录后的后台、抓没有 API 的表格、填表提交、跑一个站点命令、把页面数据取回来。也覆盖会话命名与租约纪律（\"我的标签页被别人抢了\"）、批量取数与落盘、adapter 的编写与自修复、opencli doctor 排障。用户提到 opencli、浏览器自动化、用我的浏览器、驱动 Chrome、登录态、抓后台数据、抓表格、导出报表、填表、自动点击、截图、adapter、doctor 报错、session 撞名、标签页被抢、tab 泄漏，或说\"打开这个页面看看\"\"帮我登录后台查一下\"\"这个站没有 API\"时，务必使用本 Skill。只要动作会落在浏览器上，先读这里再动手。 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\":\"yan-labs-opencli\",\"task\":\"Install opencli\",\"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."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"opencli\" as a Claude Code skill from https://github.com/yan-labs/yan-skills/tree/main/opencli. 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: 用 OpenCLI 驱动用户本机那个真实的、已登录的 Chrome，或调用它的 160+ 站点 adapter。任何需要登录态的页面操作都从这里开始——读登录后的后台、抓没有 API 的表格、填表提交、跑一个站点命令、把页面数据取回来。也覆盖会话命名与租约纪律（\"我的标签页被别人抢了\"）、批量取数与落盘、adapter 的编写与自修复、opencli doctor 排障。用户提到 opencli、浏览器自动化、用我的浏览器、驱动 Chrome、登录态、抓后台数据、抓表格、导出报表、填表、自动点击、截图、adapter、doctor 报错、session 撞名、标签页被抢、tab 泄漏，或说\"打开这个页面看看\"\"帮我登录后台查一下\"\"这个站没有 API\"时，务必使用本 Skill。只要动作会落在浏览器上，先读这里再动手。 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\":\"yan-labs-opencli\",\"task\":\"Install opencli\",\"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 \"opencli\" from https://github.com/yan-labs/yan-skills/tree/main/opencli 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: 用 OpenCLI 驱动用户本机那个真实的、已登录的 Chrome，或调用它的 160+ 站点 adapter。任何需要登录态的页面操作都从这里开始——读登录后的后台、抓没有 API 的表格、填表提交、跑一个站点命令、把页面数据取回来。也覆盖会话命名与租约纪律（\"我的标签页被别人抢了\"）、批量取数与落盘、adapter 的编写与自修复、opencli doctor 排障。用户提到 opencli、浏览器自动化、用我的浏览器、驱动 Chrome、登录态、抓后台数据、抓表格、导出报表、填表、自动点击、截图、adapter、doctor 报错、session 撞名、标签页被抢、tab 泄漏，或说\"打开这个页面看看\"\"帮我登录后台查一下\"\"这个站没有 API\"时，务必使用本 Skill。只要动作会落在浏览器上，先读这里再动手。 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\":\"yan-labs-opencli\",\"task\":\"Install opencli\",\"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."}]},"trust":{"score":67,"label":"Manual review","version":"trust-score-v4","evidence":{"stars":"50 GitHub stars","repoActivity":"50 stars, 35 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/yan-labs/yan-skills/tree/main/opencli","install":"npx skills add yan-labs/yan-skills --skill opencli","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":75,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","SKILL.md is very long and dense (mainly in Chinese), which may reduce readability for some users, but it is comprehensive.","The skill relies on a specific fork (yan-labs/OpenCLI) and clearly documents differences from upstream, which is good but may cause confusion if users attempt to use the upstream version.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 50 GitHub stars"]},"safety_gate":{"score":43,"tier":"experimental","label":"Experimental","auto_install_policy":"review","blocked":false,"permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"browser","label":"Browser automation","reason":"Skill may drive a browser or interact with web pages.","severity":"medium"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Permission surface may require sandboxing"]},"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate opencli before installing it in an AI agent workflow","automation","Browser automation workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add yan-labs/yan-skills --skill opencli"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add yan-labs/yan-skills --skill opencli"]},{"id":"trust_score","label":"Trust score","status":"warn","score":67,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","50 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":75,"required_for_auto_install":true,"detail":"Needs review","evidence":["Permission surface may require sandboxing"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":43,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","High-risk permission hints: Shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"Pushed today","evidence":["Pushed today"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":48,"required_for_auto_install":true,"detail":"shell or command execution, filesystem or document access","evidence":["Shell or command execution: high","Browser automation: medium","Network access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["bytedance-ui-tars-desktop","harry0703-moneyprinterturbo","trycua-cua"]}],"blockers":["Permission surface: shell or command execution, filesystem or document access"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","SKILL.md is very long and dense (mainly in Chinese), which may reduce readability for some users, but it is comprehensive.","The skill relies on a specific fork (yan-labs/OpenCLI) and clearly documents differences from upstream, which is good but may cause confusion if users attempt to use the upstream version.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 50 GitHub stars"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md is very long and dense (mainly in Chinese), which may reduce readability for some users, but it is comprehensive.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The skill relies on a specific fork (yan-labs/OpenCLI) and clearly documents differences from upstream, which is good but may cause confusion if users attempt to use the upstream version."],"alternatives":[{"slug":"bytedance-ui-tars-desktop","name":"UI-TARS Desktop","url":"https://www.openagentskill.com/skills/bytedance-ui-tars-desktop","stars":36958,"install_command":"npx skills add bytedance/UI-TARS-desktop","trust_score":85,"audit_score":90},{"slug":"harry0703-moneyprinterturbo","name":"MoneyPrinterTurbo","url":"https://www.openagentskill.com/skills/harry0703-moneyprinterturbo","stars":88538,"install_command":"npx skills add harry0703/MoneyPrinterTurbo","trust_score":90,"audit_score":92},{"slug":"trycua-cua","name":"Cua","url":"https://www.openagentskill.com/skills/trycua-cua","stars":21387,"install_command":"npx skills add trycua/cua","trust_score":93,"audit_score":95}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"yan-labs-opencli","name":"opencli","description":"用 OpenCLI 驱动用户本机那个真实的、已登录的 Chrome，或调用它的 160+ 站点 adapter。任何需要登录态的页面操作都从这里开始——读登录后的后台、抓没有 API 的表格、填表提交、跑一个站点命令、把页面数据取回来。也覆盖会话命名与租约纪律（\"我的标签页被别人抢了\"）、批量取数与落盘、adapter 的编写与自修复、opencli doctor 排障。用户提到 opencli、浏览器自动化、用我的浏览器、驱动 Chrome、登录态、抓后台数据、抓表格、导出报表、填表、自动点击、截图、adapter、doctor 报错、session 撞名、标签页被抢、tab 泄漏，或说\"打开这个页面看看\"\"帮我登录后台查一下\"\"这个站没有 API\"时，务必使用本 Skill。只要动作会落在浏览器上，先读这里再动手。","category":"automation","url":"https://www.openagentskill.com/skills/yan-labs-opencli","repository":"https://github.com/yan-labs/yan-skills/tree/main/opencli","github_repo":"yan-labs/yan-skills"},"suited_tasks":["Browser automation workflows","Claude Code teams","builders willing to evaluate younger projects","Navigate pages","Click and type safely","Check visual and DOM state","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"],"install":{"command":"npx skills add yan-labs/yan-skills --skill opencli","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install yan-labs-opencli"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"opencli\" agent skill from https://github.com/yan-labs/yan-skills/tree/main/opencli. 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: 用 OpenCLI 驱动用户本机那个真实的、已登录的 Chrome，或调用它的 160+ 站点 adapter。任何需要登录态的页面操作都从这里开始——读登录后的后台、抓没有 API 的表格、填表提交、跑一个站点命令、把页面数据取回来。也覆盖会话命名与租约纪律（\"我的标签页被别人抢了\"）、批量取数与落盘、adapter 的编写与自修复、opencli doctor 排障。用户提到 opencli、浏览器自动化、用我的浏览器、驱动 Chrome、登录态、抓后台数据、抓表格、导出报表、填表、自动点击、截图、adapter、doctor 报错、session 撞名、标签页被抢、tab 泄漏，或说\"打开这个页面看看\"\"帮我登录后台查一下\"\"这个站没有 API\"时，务必使用本 Skill。只要动作会落在浏览器上，先读这里再动手。 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\":\"yan-labs-opencli\",\"task\":\"Install opencli\",\"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."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"opencli\" as a Claude Code skill from https://github.com/yan-labs/yan-skills/tree/main/opencli. 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: 用 OpenCLI 驱动用户本机那个真实的、已登录的 Chrome，或调用它的 160+ 站点 adapter。任何需要登录态的页面操作都从这里开始——读登录后的后台、抓没有 API 的表格、填表提交、跑一个站点命令、把页面数据取回来。也覆盖会话命名与租约纪律（\"我的标签页被别人抢了\"）、批量取数与落盘、adapter 的编写与自修复、opencli doctor 排障。用户提到 opencli、浏览器自动化、用我的浏览器、驱动 Chrome、登录态、抓后台数据、抓表格、导出报表、填表、自动点击、截图、adapter、doctor 报错、session 撞名、标签页被抢、tab 泄漏，或说\"打开这个页面看看\"\"帮我登录后台查一下\"\"这个站没有 API\"时，务必使用本 Skill。只要动作会落在浏览器上，先读这里再动手。 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\":\"yan-labs-opencli\",\"task\":\"Install opencli\",\"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 \"opencli\" from https://github.com/yan-labs/yan-skills/tree/main/opencli 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: 用 OpenCLI 驱动用户本机那个真实的、已登录的 Chrome，或调用它的 160+ 站点 adapter。任何需要登录态的页面操作都从这里开始——读登录后的后台、抓没有 API 的表格、填表提交、跑一个站点命令、把页面数据取回来。也覆盖会话命名与租约纪律（\"我的标签页被别人抢了\"）、批量取数与落盘、adapter 的编写与自修复、opencli doctor 排障。用户提到 opencli、浏览器自动化、用我的浏览器、驱动 Chrome、登录态、抓后台数据、抓表格、导出报表、填表、自动点击、截图、adapter、doctor 报错、session 撞名、标签页被抢、tab 泄漏，或说\"打开这个页面看看\"\"帮我登录后台查一下\"\"这个站没有 API\"时，务必使用本 Skill。只要动作会落在浏览器上，先读这里再动手。 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\":\"yan-labs-opencli\",\"task\":\"Install opencli\",\"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."}],"handoff_url":"https://www.openagentskill.com/api/skills/yan-labs-opencli/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/yan-labs-opencli"},"trust":{"score":67,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"50 GitHub stars","repoActivity":"50 stars, 35 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/yan-labs/yan-skills/tree/main/opencli","install":"npx skills add yan-labs/yan-skills --skill opencli","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["SKILL.md is very long and dense (mainly in Chinese), which may reduce readability for some users, but it is comprehensive.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 50 GitHub stars","Stars/forks activity: 50 stars, 35 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. 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":75,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","SKILL.md is very long and dense (mainly in Chinese), which may reduce readability for some users, but it is comprehensive.","The skill relies on a specific fork (yan-labs/OpenCLI) and clearly documents differences from upstream, which is good but may cause confusion if users attempt to use the upstream version.","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","GitHub adoption: 50 GitHub stars"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":64,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[{"slug":"bytedance-ui-tars-desktop","name":"UI-TARS Desktop","url":"https://www.openagentskill.com/skills/bytedance-ui-tars-desktop","stars":36958,"install_command":"npx skills add bytedance/UI-TARS-desktop","trust_score":85,"audit_score":90},{"slug":"harry0703-moneyprinterturbo","name":"MoneyPrinterTurbo","url":"https://www.openagentskill.com/skills/harry0703-moneyprinterturbo","stars":88538,"install_command":"npx skills add harry0703/MoneyPrinterTurbo","trust_score":90,"audit_score":92},{"slug":"trycua-cua","name":"Cua","url":"https://www.openagentskill.com/skills/trycua-cua","stars":21387,"install_command":"npx skills add trycua/cua","trust_score":93,"audit_score":95}],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md is very long and dense (mainly in Chinese), which may reduce readability for some users, but it is comprehensive.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Financial research output is not financial advice; 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