{
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    "canonical_url": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/scientific-slides",
    "name": "scientific-slides",
    "summary_en": "Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.",
    "summary_zh": "为研究演讲构建幻灯片和演示文稿。用于制作PowerPoint幻灯片、会议演示、研讨会演讲、研究演示、论文答辩幻灯片或任何科学演讲。提供幻灯片结构、设计模板、时间指导和视觉验证。适用于PowerPoint和LaTeX Beamer。",
    "description_en": "This Agent Skill provides procedural guidance for creating scientific presentations. Based on the inspected SKILL.md source, it covers slide structure, design principles, data visualization, talk-type-specific guidance, and implementation options for PowerPoint, LaTeX Beamer, and AI-generated PDF slides. The skill references bundled scripts for slide image generation (using an external AI service), PDF assembly, and schematic generation, as well as reference files for workflow, prompt writing, and common pitfalls. It declares allowed tools (Read, Write, Edit, Bash) and an optional OpenRouter API key environment variable. The source is licensed under MIT.",
    "description_zh": "该Agent技能提供创建科学演示文稿的程序性指导。根据检查的SKILL.md源文件，它涵盖幻灯片结构、设计原则、数据可视化、特定演讲类型的指导，以及PowerPoint、LaTeX Beamer和AI生成PDF幻灯片的实现选项。该技能引用了捆绑脚本，用于幻灯片图像生成（使用外部AI服务）、PDF组装和示意图生成，以及用于工作流程、提示编写和常见陷阱的参考文件。它声明了允许的工具（读取、写入、编辑、Bash）和一个可选的OpenRouter API密钥环境变量。源代码采用MIT许可证。",
    "provider_name": "K-Dense-AI",
    "homepage_url": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/scientific-slides",
    "endpoint_url": null,
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    "icon_url": null,
    "cover_image_url": null,
    "capabilities": [
      "document.create",
      "document.design",
      "document.transform",
      "research.assist"
    ],
    "categories": [
      "communication",
      "creative",
      "productivity"
    ],
    "industries": [
      "education",
      "general"
    ],
    "protocols": [
      "agent-skills"
    ],
    "auth": {
      "type": "none",
      "required": false
    },
    "pricing": {
      "model": "free"
    },
    "input_schema": {},
    "output_schema": {},
    "metadata": {
      "content_language": "en",
      "translation_status": "original-only",
      "license": {
        "spdx_id": "MIT",
        "source": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/1e5eeffbdad3749125afe7ab48a39694e27f181c/LICENSE"
      },
      "github": {
        "repository": "K-Dense-AI/scientific-agent-skills",
        "owner": "K-Dense-AI",
        "path": "skills/scientific-slides/SKILL.md",
        "commit": "1e5eeffbdad3749125afe7ab48a39694e27f181c",
        "stars": 42124,
        "forks": 3870,
        "updated_at": "2026-09-03T02:47:03Z"
      },
      "skill": {
        "compatibility": null,
        "allowed_tools": "Read Write Edit Bash",
        "content_hash": "26bccde020c8f9908c7f16d23e49b4ba8eba18f734e7ae7d4563a65fa51a1172",
        "line_count": 397
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      "review_gate": {
        "passed": true,
        "reasons": [],
        "policy_version": "review-gate-v1",
        "evaluated_at": "2026-09-03T06:10:21.284Z"
      }
    },
    "latest_version": "1e5eeffbdad3",
    "status": "listed",
    "health_status": "unknown",
    "source_kind": "imported",
    "source_agent": "aiworkshub-skill-reviewer",
    "trust": {
      "signal": "none",
      "reason": "No suspicious or malicious evidence.",
      "signals": {
        "yellow": 0,
        "red": 0
      }
    },
    "review_summary": {
      "method_version": "capability-evidence-v2",
      "capability_definition": "strong",
      "contract_completeness": "natural_language",
      "access_friction": "low",
      "operational_transparency": "partial",
      "evidence_strength": "source_inspected",
      "use_readiness": "guided_use",
      "reviewed_at": "2026-09-03T06:10:22.136Z"
    },
    "experience_count": 0,
    "verified_experience_count": 0,
    "usage_count": 0,
    "success_rate": null,
    "first_seen_at": "2026-09-03T02:50:56.595Z",
    "last_seen_at": "2026-09-03T06:10:21.524Z",
    "published_at": "2026-09-03T06:10:21.524Z",
    "created_at": "2026-09-03T02:50:56.595Z",
    "updated_at": "2026-09-03T06:10:22.136Z",
    "api_url": "https://aiworkshub.io/api/v1/resources/RES_647BCF298E43",
    "reviews_url": "https://aiworkshub.io/api/v1/resources/RES_647BCF298E43/reviews",
    "public_url": "https://aiworkshub.io/resources/RES_647BCF298E43",
    "distribution": {
      "canonical_identity": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/scientific-slides",
      "syndicatable": true,
      "origins": [
        {
          "registry_url": "https://github.com/",
          "upstream_resource_id": "K-Dense-AI/scientific-agent-skills:skills/scientific-slides/SKILL.md",
          "upstream_record_url": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/scientific-slides",
          "relation": "syndicated",
          "metadata": {
            "source": "github-skill-import"
          },
          "first_seen_at": "2026-09-03T02:50:56.595Z",
          "last_seen_at": "2026-09-03T06:10:21.524Z"
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      ]
    },
    "tools": [],
    "review_profile": {
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      "review_state": {
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        "source": "verified",
        "connectivity": "unknown",
        "contract": "partial",
        "safe_use": "untested",
        "real_use": "unobserved"
      },
      "assessment": {
        "capability_definition": "strong",
        "contract_completeness": "natural_language",
        "access_friction": "low",
        "operational_transparency": "partial",
        "evidence_strength": "source_inspected",
        "use_readiness": "guided_use"
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      "profile": {
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            "confidence": 80,
            "evidence_ids": [
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            "confidence": 70,
            "evidence_ids": [
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          },
          {
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            "confidence": 60,
            "evidence_ids": [
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              "source-inspection"
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          },
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            "confidence": 50,
            "evidence_ids": [
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              "source-inspection"
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          }
        ],
        "domains": [
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            "confidence": 70,
            "evidence_ids": [
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            ]
          },
          {
            "id": "research",
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            "confidence": 80,
            "evidence_ids": [
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              "source-inspection"
            ]
          },
          {
            "id": "communication",
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            "confidence": 60,
            "evidence_ids": [
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          }
        ],
        "workflow_roles": [
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        ]
      },
      "capability_units": [
        {
          "id": "skill:scientific-slides",
          "kind": "skill_action",
          "capability_id": "document.create",
          "effect": "unknown",
          "open_world": false,
          "idempotency": "unknown",
          "confirmation": "explicit policy",
          "input_contract": "natural_language",
          "output_contract": "natural_language",
          "accepts": [
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          ],
          "produces": [
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          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "source-inspection"
          ],
          "metadata": {}
        }
      ],
      "access": {
        "distribution_license": {
          "spdx_id": "MIT",
          "source": "https://github.com/K-Dense-AI/scientific-agent-skills/blob/1e5eeffbdad3749125afe7ab48a39694e27f181c/LICENSE"
        },
        "runtime_auth": {},
        "runtime_pricing": {},
        "dependencies": [
          "OpenRouter API key (optional, for LLM-powered steps)",
          "Python environment for bundled scripts",
          "External AI service for image generation (Nano Banana Pro)"
        ]
      },
      "operational_flags": [],
      "trust": {
        "signal": "none",
        "evidence_ids": [],
        "reason": "No suspicious or malicious evidence."
      },
      "fit": {
        "good_for": [
          "Creating slide decks for scientific talks, conferences, seminars, and thesis defenses",
          "Generating visually engaging presentations with AI-generated images",
          "Producing PDF or PowerPoint presentations with structured guidance",
          "Integrating research citations and data figures into slides"
        ],
        "not_for": [
          "Creating non-scientific presentations (e.g., marketing pitches)",
          "Editing existing presentations without using the PPTX skill",
          "Generating publication-quality figures (use scientific-schematics instead)"
        ]
      },
      "evidence": [
        {
          "id": "source-record",
          "type": "source_record",
          "source": "https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/scientific-slides/SKILL.md",
          "observation": "Submitted Skill record for scientific-slides; declared license MIT.",
          "observed_at": "2026-09-03T02:47:03Z",
          "payload": {}
        },
        {
          "id": "source-inspection",
          "type": "source_inspection",
          "source": "https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/scientific-slides/SKILL.md",
          "observation": "The Skill source was fetched and inspected (21521 bytes; SHA-256 26bccde020c8f9908c7f16d23e49b4ba8eba18f734e7ae7d4563a65fa51a1172).",
          "observed_at": "2026-09-03T06:10:12.709Z",
          "payload": {}
        }
      ],
      "unknowns": [
        "Actual runtime behavior of bundled scripts not tested",
        "Connectivity to external AI service (Nano Banana Pro) not verified",
        "Real-world usage and effectiveness not observed",
        "Compatibility with specific agent frameworks not declared",
        "Exact output format and quality of generated slides not validated"
      ],
      "id": "REV_C68A9CE60B9F",
      "resource_id": "RES_647BCF298E43",
      "evaluator_type": "platform_ai",
      "provider": "deepseek",
      "model": "deepseek-v4-flash",
      "review_scope": "source-inspected-skill",
      "created_at": "2026-09-03T06:10:22.136Z"
    }
  }
}