{"eval":{"version":"openagentskill-skill-eval-v1","slug":"aws-samples-aws-lex-web-ui","name":"Aws Lex Web Ui","generated_at":"2026-07-04T00:17:19.841Z","task_input":"Evaluate Aws Lex Web Ui before installing it in an AI agent workflow","status":"review","score":79,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Review the audit page, then allow agent install in a sandboxed workflow.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":84,"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Inspect source files","Explain architecture"],"suited_agents":["JavaScript","Chatbot","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add aws-samples/aws-lex-web-ui","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add aws-samples/aws-lex-web-ui"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Aws Lex Web Ui\" agent skill from https://github.com/aws-samples/aws-lex-web-ui. 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 Amazon Lex chat bot web interface"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Aws Lex Web Ui\" as a Claude Code skill from https://github.com/aws-samples/aws-lex-web-ui. 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 Amazon Lex chat bot web interface"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Aws Lex Web Ui\" from https://github.com/aws-samples/aws-lex-web-ui 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: Sample Amazon Lex chat bot web interface"}]},"trust":{"score":79,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"822 GitHub stars","repoActivity":"822 stars, 512 forks","lastPushed":"19d since push","license":"Unknown","repository":"https://github.com/aws-samples/aws-lex-web-ui","install":"npx skills add aws-samples/aws-lex-web-ui","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":84,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["License is unclear","Quality score needs review","License clarity: Unknown"]},"safety_gate":{"score":68,"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","blocked":false,"permission_hints":[{"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":["License is unclear"]},"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 Aws Lex Web Ui before installing it in an AI agent workflow","support-automation","Browser automation workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add aws-samples/aws-lex-web-ui"]},{"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 aws-samples/aws-lex-web-ui"]},{"id":"trust_score","label":"Trust score","status":"warn","score":79,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","822 GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"pass","score":84,"required_for_auto_install":true,"detail":"Safe to try","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":68,"required_for_auto_install":true,"detail":"Good audit and safety signals with no high-risk permission hints in public metadata.","evidence":["Review the audit page, then allow agent install in a sandboxed workflow.","Safe-to-try audit"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":74,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"id":"license_clarity","label":"License clarity","status":"warn","score":42,"required_for_auto_install":true,"detail":"Unknown","evidence":["Unknown"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"19d since push","evidence":["19d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":86,"required_for_auto_install":true,"detail":"filesystem or document access","evidence":["Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["xtekky-gpt4free","chatboxai-chatbox","chatwoot-chatwoot","python-telegram-bot-python-telegram-bot"]}],"blockers":[],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Agent safety gate: Good audit and safety signals with no high-risk permission hints in public metadata.","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","License clarity: Unknown","License is unclear","Quality score needs review"],"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","high-compliance environments without internal security review","No major risk signals from current metadata","License is unclear","Quality score needs review","License clarity: Unknown","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"alternatives":[{"slug":"xtekky-gpt4free","name":"Gpt4free","url":"https://www.openagentskill.com/skills/xtekky-gpt4free","stars":66337,"install_command":"npx skills add xtekky/gpt4free","trust_score":92,"audit_score":94},{"slug":"chatboxai-chatbox","name":"Chatbox","url":"https://www.openagentskill.com/skills/chatboxai-chatbox","stars":40498,"install_command":"npx skills add chatboxai/chatbox","trust_score":92,"audit_score":95},{"slug":"chatwoot-chatwoot","name":"Chatwoot","url":"https://www.openagentskill.com/skills/chatwoot-chatwoot","stars":31904,"install_command":"npx skills add chatwoot/chatwoot","trust_score":89,"audit_score":92},{"slug":"python-telegram-bot-python-telegram-bot","name":"Python Telegram Bot","url":"https://www.openagentskill.com/skills/python-telegram-bot-python-telegram-bot","stars":29226,"install_command":"npx skills add python-telegram-bot/python-telegram-bot","trust_score":92,"audit_score":95}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"aws-samples-aws-lex-web-ui","name":"Aws Lex Web Ui","description":"Sample Amazon Lex chat bot web interface","category":"support-automation","url":"https://www.openagentskill.com/skills/aws-samples-aws-lex-web-ui","repository":"https://github.com/aws-samples/aws-lex-web-ui","github_repo":"aws-samples/aws-lex-web-ui"},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Inspect source files","Explain architecture"],"suited_agents":["JavaScript","Chatbot","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add aws-samples/aws-lex-web-ui","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add aws-samples/aws-lex-web-ui"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Aws Lex Web Ui\" agent skill from https://github.com/aws-samples/aws-lex-web-ui. 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 Amazon Lex chat bot web interface"},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Aws Lex Web Ui\" as a Claude Code skill from https://github.com/aws-samples/aws-lex-web-ui. 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 Amazon Lex chat bot web interface"},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Aws Lex Web Ui\" from https://github.com/aws-samples/aws-lex-web-ui 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: Sample Amazon Lex chat bot web interface"}],"handoff_url":"https://www.openagentskill.com/api/skills/aws-samples-aws-lex-web-ui/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/aws-samples-aws-lex-web-ui"},"trust":{"score":79,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"822 GitHub stars","repoActivity":"822 stars, 512 forks","lastPushed":"19d since push","license":"Unknown","repository":"https://github.com/aws-samples/aws-lex-web-ui","install":"npx skills add aws-samples/aws-lex-web-ui","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Usable metadata, review docs","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":["support-automation","chatbot","support","automation","customer-support","ai"],"known_risks":["License is unclear","Quality score needs review","License clarity: Unknown"]},"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":84,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["License is unclear","Quality score needs review","License clarity: Unknown"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow."},"quality":{"score":81,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"19d since push","risk":"Safe to try"},"alternative_skills":[{"slug":"xtekky-gpt4free","name":"Gpt4free","url":"https://www.openagentskill.com/skills/xtekky-gpt4free","stars":66337,"install_command":"npx skills add xtekky/gpt4free","trust_score":92,"audit_score":94},{"slug":"chatboxai-chatbox","name":"Chatbox","url":"https://www.openagentskill.com/skills/chatboxai-chatbox","stars":40498,"install_command":"npx skills add chatboxai/chatbox","trust_score":92,"audit_score":95},{"slug":"chatwoot-chatwoot","name":"Chatwoot","url":"https://www.openagentskill.com/skills/chatwoot-chatwoot","stars":31904,"install_command":"npx skills add chatwoot/chatwoot","trust_score":89,"audit_score":92},{"slug":"python-telegram-bot-python-telegram-bot","name":"Python Telegram Bot","url":"https://www.openagentskill.com/skills/python-telegram-bot-python-telegram-bot","stars":29226,"install_command":"npx skills add python-telegram-bot/python-telegram-bot","trust_score":92,"audit_score":95}],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","License is unclear","Quality score needs review","License clarity: Unknown","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Evaluate Aws Lex Web Ui before installing it in an AI agent workflow","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","install_policy":"review","minimum_review_before_use":["Trust: 79/100 Strong shortlist","Audit: 84/100 Safe to try","Safety: 68/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"aws-samples-aws-lex-web-ui (Aws Lex Web Ui)","install_command":"npx skills add aws-samples/aws-lex-web-ui","risk_summary":"Safe to try; Reviewed; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"aws-samples-aws-lex-web-ui","task":"Evaluate Aws Lex Web Ui before installing it in an AI agent workflow","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":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/aws-samples-aws-lex-web-ui","api":"https://www.openagentskill.com/api/agent/skills/aws-samples-aws-lex-web-ui","audit":"https://www.openagentskill.com/skills/aws-samples-aws-lex-web-ui/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=aws-samples-aws-lex-web-ui&task=Evaluate%20Aws%20Lex%20Web%20Ui%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Aws%20Lex%20Web%20Ui%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Aws%20Lex%20Web%20Ui%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/aws-samples-aws-lex-web-ui/install","manifest":"https://www.openagentskill.com/api/registry/manifest/aws-samples-aws-lex-web-ui"}},"endpoints":{"web":"https://www.openagentskill.com/skills/aws-samples-aws-lex-web-ui","api":"https://www.openagentskill.com/api/agent/skills/aws-samples-aws-lex-web-ui","eval":"https://www.openagentskill.com/api/agent/evals?slug=aws-samples-aws-lex-web-ui","audit":"https://www.openagentskill.com/skills/aws-samples-aws-lex-web-ui/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Aws%20Lex%20Web%20Ui%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium"}},"meta":{"endpoint":"/api/agent/evals","mode":"skill_eval","purpose":"Pre-install eval contract for a single skill. Agents should read this before installing a reusable skill.","generated_at":"2026-07-04T00:17:19.841Z"}}