{"eval":{"version":"openagentskill-skill-eval-v1","slug":"skyworkaigc-skychat-chinese-chatbot-gpt3","name":"SkyChat Chinese Chatbot GPT3","generated_at":"2026-07-04T01:11:42.805Z","task_input":"Evaluate SkyChat Chinese Chatbot GPT3 before installing it in an AI agent workflow","status":"review","score":65,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["Workflow automation workflows","Claude Code teams","teams that value GitHub adoption signals","Move data between tools","Transform files","Trigger repeatable actions","Inspect repository metadata","Compare code changes"],"suited_agents":["C#","Chatbot","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"]},"install":{"command":"npx skills add SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3","ready":true,"policy":"review","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"SkyChat Chinese Chatbot GPT3\" agent skill from https://github.com/SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3. 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: SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。| SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"SkyChat Chinese Chatbot GPT3\" as a Claude Code skill from https://github.com/SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3. 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: SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。| SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"SkyChat Chinese Chatbot GPT3\" from https://github.com/SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3 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: SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。| SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing."}]},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"692 GitHub stars","repoActivity":"692 stars, 70 forks","lastPushed":"3y since push","license":"MIT","repository":"https://github.com/SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3","install":"npx skills add SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":65,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository appears stale","Repository looks stale","Quality score needs review","Recent maintenance: 3y since push"]},"safety_gate":{"score":49,"tier":"experimental","label":"Experimental","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":["Repository appears stale"]},"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate SkyChat Chinese Chatbot GPT3 before installing it in an AI agent workflow","support-automation","Workflow 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 SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3"]},{"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 SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3"]},{"id":"trust_score","label":"Trust score","status":"warn","score":73,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","692 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":65,"required_for_auto_install":true,"detail":"Needs review","evidence":["Repository appears stale"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":49,"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.","Repository appears stale"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":90,"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":"fail","score":22,"required_for_auto_install":false,"detail":"3y since push","evidence":["3y since push"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":72,"required_for_auto_install":true,"detail":"filesystem or document access, network or browser 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.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","Permission surface: filesystem or document access, network or browser access","Repository appears stale","Repository looks stale","Quality score needs review","Recent maintenance: 3y since push"],"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 require actively maintained dependencies","production agents without a repository review","Repository looks stale","Repository appears stale","Quality score needs review","Recent maintenance: 3y since push","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":"skyworkaigc-skychat-chinese-chatbot-gpt3","name":"SkyChat Chinese Chatbot GPT3","description":"SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。| SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing. ","category":"support-automation","url":"https://www.openagentskill.com/skills/skyworkaigc-skychat-chinese-chatbot-gpt3","repository":"https://github.com/SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3","github_repo":"SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3"},"suited_tasks":["Workflow automation workflows","Claude Code teams","teams that value GitHub adoption signals","Move data between tools","Transform files","Trigger repeatable actions","Inspect repository metadata","Compare code changes"],"suited_agents":["C#","Chatbot","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"SkyChat Chinese Chatbot GPT3\" agent skill from https://github.com/SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3. 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: SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。| SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"SkyChat Chinese Chatbot GPT3\" as a Claude Code skill from https://github.com/SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3. 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: SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。| SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"SkyChat Chinese Chatbot GPT3\" from https://github.com/SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3 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: SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。| SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing."}],"handoff_url":"https://www.openagentskill.com/api/skills/skyworkaigc-skychat-chinese-chatbot-gpt3/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/skyworkaigc-skychat-chinese-chatbot-gpt3"},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"692 GitHub stars","repoActivity":"692 stars, 70 forks","lastPushed":"3y since push","license":"MIT","repository":"https://github.com/SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3","install":"npx skills add SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser 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":["support-automation","chatbot","support","automation","customer-support","aigc"],"known_risks":["Repository looks stale","Quality score needs review","Recent maintenance: 3y since push"]},"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":65,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository appears stale","Repository looks stale","Quality score needs review","Recent maintenance: 3y since push"]},"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":55,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"3y since push","risk":"Needs review"},"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 require actively maintained dependencies","production agents without a repository review","Repository looks stale","Repository appears stale","Quality score needs review","Recent maintenance: 3y since push","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 SkyChat Chinese Chatbot GPT3 before installing it in an AI agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 73/100 Strong shortlist","Audit: 65/100 Needs review","Safety: 49/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"skyworkaigc-skychat-chinese-chatbot-gpt3 (SkyChat Chinese Chatbot GPT3)","install_command":"npx skills add SkyWorkAIGC/SkyChat-Chinese-Chatbot-GPT3","risk_summary":"Needs review; Experimental; 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":"skyworkaigc-skychat-chinese-chatbot-gpt3","task":"Evaluate SkyChat Chinese Chatbot GPT3 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/skyworkaigc-skychat-chinese-chatbot-gpt3","api":"https://www.openagentskill.com/api/agent/skills/skyworkaigc-skychat-chinese-chatbot-gpt3","audit":"https://www.openagentskill.com/skills/skyworkaigc-skychat-chinese-chatbot-gpt3/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=skyworkaigc-skychat-chinese-chatbot-gpt3&task=Evaluate%20SkyChat%20Chinese%20Chatbot%20GPT3%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20SkyChat%20Chinese%20Chatbot%20GPT3%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20SkyChat%20Chinese%20Chatbot%20GPT3%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/skyworkaigc-skychat-chinese-chatbot-gpt3/install","manifest":"https://www.openagentskill.com/api/registry/manifest/skyworkaigc-skychat-chinese-chatbot-gpt3"}},"endpoints":{"web":"https://www.openagentskill.com/skills/skyworkaigc-skychat-chinese-chatbot-gpt3","api":"https://www.openagentskill.com/api/agent/skills/skyworkaigc-skychat-chinese-chatbot-gpt3","eval":"https://www.openagentskill.com/api/agent/evals?slug=skyworkaigc-skychat-chinese-chatbot-gpt3","audit":"https://www.openagentskill.com/skills/skyworkaigc-skychat-chinese-chatbot-gpt3/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20SkyChat%20Chinese%20Chatbot%20GPT3%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":"2026-07-04T01:11:42.805Z"}}