{"eval":{"version":"openagentskill-skill-eval-v1","slug":"fangyuanopus-literature-report-ppt-builder","name":"Literature Report Ppt Builder","generated_at":"2026-07-10T05:35:34.225Z","task_input":"Evaluate Literature Report Ppt Builder before installing it in an AI agent workflow","status":"review","score":78,"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":["Presentation generation workflows","Claude Code teams","builders willing to evaluate younger projects","Choose the right deck format","Generate editable slide structure","Check visual and license risk","Search sources","Extract claims"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"]},"install":{"command":"npx skills add fangyuanopus/literature-report-ppt-builder","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add fangyuanopus/literature-report-ppt-builder"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Literature Report Ppt Builder\" agent skill from https://github.com/fangyuanopus/literature-report-ppt-builder. 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 Codex skill for generating academic literature-report PowerPoint presentations with evidence chain analysis."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Literature Report Ppt Builder\" as a Claude Code skill from https://github.com/fangyuanopus/literature-report-ppt-builder. 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 Codex skill for generating academic literature-report PowerPoint presentations with evidence chain analysis."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Literature Report Ppt Builder\" from https://github.com/fangyuanopus/literature-report-ppt-builder 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 Codex skill for generating academic literature-report PowerPoint presentations with evidence chain analysis."}]},"trust":{"score":81,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"84 GitHub stars","repoActivity":"84 stars, 2 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/fangyuanopus/literature-report-ppt-builder","install":"npx skills add fangyuanopus/literature-report-ppt-builder","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":85,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Quality score needs review","GitHub adoption: 84 GitHub stars","Stars/forks activity: 84 stars, 2 forks; issue activity unavailable in current metadata"]},"safety_gate":{"score":69,"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":["Quality score needs review"]},"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 Literature Report Ppt Builder before installing it in an AI agent workflow","productivity","Presentation generation 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 fangyuanopus/literature-report-ppt-builder"]},{"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 fangyuanopus/literature-report-ppt-builder"]},{"id":"trust_score","label":"Trust score","status":"warn","score":81,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","84 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"pass","score":85,"required_for_auto_install":true,"detail":"Safe to try","evidence":["Quality score needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":69,"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":"pass","score":100,"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":"1d since push","evidence":["1d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":100,"required_for_auto_install":true,"detail":"no high-risk permission surface in public metadata","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":["aaron-he-zhu-aaron-marketing-skills","chuspeeism-dashiai-ppt-skill","917dhj-deeppapernote","doist-todoist-cli"]}],"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.","Quality score needs review","GitHub adoption: 84 GitHub stars","Stars/forks activity: 84 stars, 2 forks; issue activity unavailable in current metadata"],"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 OpenAgentSkill engagement data yet","Quality score needs review","GitHub adoption: 84 GitHub stars","Stars/forks activity: 84 stars, 2 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"alternatives":[{"slug":"aaron-he-zhu-aaron-marketing-skills","name":"Aaron Marketing Skills","url":"https://www.openagentskill.com/skills/aaron-he-zhu-aaron-marketing-skills","stars":2351,"install_command":"npx skills add aaron-he-zhu/aaron-marketing-skills","trust_score":89,"audit_score":93},{"slug":"chuspeeism-dashiai-ppt-skill","name":"DashiAI Ppt Skill","url":"https://www.openagentskill.com/skills/chuspeeism-dashiai-ppt-skill","stars":2100,"install_command":"npx skills add chuspeeism/dashiAI-ppt-skill","trust_score":93,"audit_score":95},{"slug":"917dhj-deeppapernote","name":"DeepPaperNote","url":"https://www.openagentskill.com/skills/917dhj-deeppapernote","stars":490,"install_command":"npx skills add 917Dhj/DeepPaperNote","trust_score":85,"audit_score":92},{"slug":"doist-todoist-cli","name":"Todoist Cli","url":"https://www.openagentskill.com/skills/doist-todoist-cli","stars":234,"install_command":"npx skills add Doist/todoist-cli","trust_score":79,"audit_score":87}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"fangyuanopus-literature-report-ppt-builder","name":"Literature Report Ppt Builder","description":"A Codex skill for generating academic literature-report PowerPoint presentations with evidence chain analysis.","category":"productivity","url":"https://www.openagentskill.com/skills/fangyuanopus-literature-report-ppt-builder","repository":"https://github.com/fangyuanopus/literature-report-ppt-builder","github_repo":"fangyuanopus/literature-report-ppt-builder"},"suited_tasks":["Presentation generation workflows","Claude Code teams","builders willing to evaluate younger projects","Choose the right deck format","Generate editable slide structure","Check visual and license risk","Search sources","Extract claims"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add fangyuanopus/literature-report-ppt-builder","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add fangyuanopus/literature-report-ppt-builder"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Literature Report Ppt Builder\" agent skill from https://github.com/fangyuanopus/literature-report-ppt-builder. 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 Codex skill for generating academic literature-report PowerPoint presentations with evidence chain analysis."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Literature Report Ppt Builder\" as a Claude Code skill from https://github.com/fangyuanopus/literature-report-ppt-builder. 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 Codex skill for generating academic literature-report PowerPoint presentations with evidence chain analysis."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Literature Report Ppt Builder\" from https://github.com/fangyuanopus/literature-report-ppt-builder 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 Codex skill for generating academic literature-report PowerPoint presentations with evidence chain analysis."}],"handoff_url":"https://www.openagentskill.com/api/skills/fangyuanopus-literature-report-ppt-builder/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/fangyuanopus-literature-report-ppt-builder"},"trust":{"score":81,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"84 GitHub stars","repoActivity":"84 stars, 2 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/fangyuanopus/literature-report-ppt-builder","install":"npx skills add fangyuanopus/literature-report-ppt-builder","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","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":["productivity","academic","ppt-generation","codex-skill","literature-review","slide-deck"],"known_risks":["Quality score needs review","GitHub adoption: 84 GitHub stars","Stars/forks activity: 84 stars, 2 forks; issue activity unavailable in current metadata"]},"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":85,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Quality score needs review","GitHub adoption: 84 GitHub stars","Stars/forks activity: 84 stars, 2 forks; issue activity unavailable in current metadata"]},"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":76,"label":"Strong"},"supply":{"track":"Presentation and deck workflows","scenario":"Presentation generation","maintenance":"1d since push","risk":"Safe to try"},"alternative_skills":[{"slug":"aaron-he-zhu-aaron-marketing-skills","name":"Aaron Marketing Skills","url":"https://www.openagentskill.com/skills/aaron-he-zhu-aaron-marketing-skills","stars":2351,"install_command":"npx skills add aaron-he-zhu/aaron-marketing-skills","trust_score":89,"audit_score":93},{"slug":"chuspeeism-dashiai-ppt-skill","name":"DashiAI Ppt Skill","url":"https://www.openagentskill.com/skills/chuspeeism-dashiai-ppt-skill","stars":2100,"install_command":"npx skills add chuspeeism/dashiAI-ppt-skill","trust_score":93,"audit_score":95},{"slug":"917dhj-deeppapernote","name":"DeepPaperNote","url":"https://www.openagentskill.com/skills/917dhj-deeppapernote","stars":490,"install_command":"npx skills add 917Dhj/DeepPaperNote","trust_score":85,"audit_score":92},{"slug":"doist-todoist-cli","name":"Todoist Cli","url":"https://www.openagentskill.com/skills/doist-todoist-cli","stars":234,"install_command":"npx skills add Doist/todoist-cli","trust_score":79,"audit_score":87}],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Quality score needs review","GitHub adoption: 84 GitHub stars","Stars/forks activity: 84 stars, 2 forks; issue activity unavailable in current metadata","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 Literature Report Ppt Builder 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: 81/100 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."],"expected_agent_output":{"selected_skill":"fangyuanopus-literature-report-ppt-builder (Literature Report Ppt Builder)","install_command":"npx skills add fangyuanopus/literature-report-ppt-builder","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":"fangyuanopus-literature-report-ppt-builder","task":"Evaluate Literature Report Ppt Builder 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/fangyuanopus-literature-report-ppt-builder","api":"https://www.openagentskill.com/api/agent/skills/fangyuanopus-literature-report-ppt-builder","audit":"https://www.openagentskill.com/skills/fangyuanopus-literature-report-ppt-builder/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=fangyuanopus-literature-report-ppt-builder&task=Evaluate%20Literature%20Report%20Ppt%20Builder%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Literature%20Report%20Ppt%20Builder%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Literature%20Report%20Ppt%20Builder%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/fangyuanopus-literature-report-ppt-builder/install","manifest":"https://www.openagentskill.com/api/registry/manifest/fangyuanopus-literature-report-ppt-builder"}},"endpoints":{"web":"https://www.openagentskill.com/skills/fangyuanopus-literature-report-ppt-builder","api":"https://www.openagentskill.com/api/agent/skills/fangyuanopus-literature-report-ppt-builder","eval":"https://www.openagentskill.com/api/agent/evals?slug=fangyuanopus-literature-report-ppt-builder","audit":"https://www.openagentskill.com/skills/fangyuanopus-literature-report-ppt-builder/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Literature%20Report%20Ppt%20Builder%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":"2026-07-10T05:35:34.226Z"}}