{
  "schemaVersion": "1.0",
  "item": {
    "slug": "geb-aesthetics",
    "name": "GEB Aesthetics",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/weiyangzen/geb-aesthetics",
    "canonicalUrl": "https://clawhub.ai/weiyangzen/geb-aesthetics",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/geb-aesthetics",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geb-aesthetics",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "README.md",
      "SKILL.md",
      "docs/PHILOSOPHY.md",
      "package.json",
      "scripts/export.sh",
      "scripts/generate.sh"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/geb-aesthetics"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/geb-aesthetics",
    "agentPageUrl": "https://openagent3.xyz/skills/geb-aesthetics/agent",
    "manifestUrl": "https://openagent3.xyz/skills/geb-aesthetics/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/geb-aesthetics/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "1.1 Gödel's Insight: The Limits of Systems",
        "body": "Incompleteness as Creative Freedom\n\nAny formal system powerful enough to describe itself contains truths that cannot be proven within the system. For creative AI:\n\nThe Frame Problem: The best ideas often come from outside the current context\nMeta-Creative Space: True innovation requires stepping outside the system\nProductive Tension: Constraints that cannot be fully satisfied drive creative breakthroughs\n\nImplementation: The system maintains awareness of its own limitations, using them as generative forces rather than bugs to fix."
      },
      {
        "title": "1.2 Escher's Vision: Self-Reference in Form",
        "body": "Visual Paradox as Aesthetic Device\n\nEscher's impossible constructions reveal that form can be content:\n\nMeta-Narrative: Stories about storytelling\nNested Worlds: Realities within realities\nObserver Effect: The act of creation changing the creator\n\nImplementation: Five-layer Spec architecture where each layer reflects and contains the others."
      },
      {
        "title": "1.3 Bach's Harmony: Constraint Breeds Complexity",
        "body": "The Fugue as Creative Model\n\nMultiple independent voices weaving together under strict contrapuntal rules:\n\nVoice Independence: Each modality (text/audio/visual) maintains its own logic\nHarmonic Convergence: Cross-modal alignment at emotional peaks\nThematic Transformation: Core motifs appearing in varied forms across scales\n\nImplementation: Cross-modal consistency engine ensuring independent voices harmonize."
      },
      {
        "title": "2.1 Layer 1: Worldview (L1)",
        "body": "Time Scale: Generations/Eras\nCore Question: \"What kinds of existence are possible?\"\n\nDesign Elements:\n\nCosmological Rules (physics, metaphysics)\nHistorical Timeline (key events, causality chains)\nCultural Symbol Systems (language, religion, art)\nSpatial Geography (maps, climate, resources)\nPower Structures (politics, economics, social classes)\n\nConstraint Type: Rigid - Violations break internal consistency\n\nOutput: \"Cosmic Constitution\" - Immutable boundary conditions"
      },
      {
        "title": "2.2 Layer 2: Character (L2)",
        "body": "Time Scale: Lifetime/Years\nCore Question: \"Whose story? Why does it matter?\"\n\nDesign Elements:\n\nPsychological Dimension (core desires, deep fears, cognitive patterns)\nSocial Dimension (class position, relationship networks, group affiliations)\nNarrative Dimension (arc type, functional role, symbolic meaning)\n\nConstraint Type: Motivation-Action Consistency\n\nOutput: Character Bible + Relationship Graph"
      },
      {
        "title": "2.3 Layer 3: Narrative (L3)",
        "body": "Time Scale: Hours/Days\nCore Question: \"What happens? Why so?\"\n\nDesign Elements:\n\nConflict System (internal, interpersonal, supra-personal)\nInformation Release Rhythm (when, through whom, how)\nStructural Templates (three-act, hero's journey, circular, network)\n\nConstraint Type: Theme-Event Alignment\n\nOutput: Detailed Outline + Plot Structure Map"
      },
      {
        "title": "2.4 Layer 4: Beat (L4)",
        "body": "Time Scale: Minutes\nCore Question: \"Emotion now? Rhythm fast or slow?\"\n\nDesign Elements:\n\nEmotional Curve (intensity/valence over time)\nScene Function Labels (advancement, turning point, revelation, emotional ascent, transition)\nRhythm Parameters (scene length, dialogue density, action ratio)\n\nConstraint Type: Narrative Function Completion\n\nOutput: Scene List + Emotional Curve + Rhythm Parameters"
      },
      {
        "title": "2.5 Layer 5: Shot/Execution (L5)",
        "body": "Time Scale: Seconds/Frames\nCore Question: \"What does the audience see? Hear?\"\n\nDesign Elements:\n\nSpatial Blocking (character-camera relationships)\nTemporal Design (shot duration, editing rhythm, speed changes)\nVisual Grammar (shot scale, angle, movement)\n\nConstraint Type: Technical Feasibility\n\nOutput: Storyboard + Shot List + Technical Specifications"
      },
      {
        "title": "2.6 Cross-Layer Dynamics",
        "body": "Top-Down: Higher layers constrain lower layers\nBottom-Up: Lower implementations enrich or revise higher understanding\nBidirectional Constraint: Changes at any level trigger consistency checks"
      },
      {
        "title": "3.1 The \"Emotion-Form\" Mapping Table",
        "body": "Central validation mechanism ensuring cross-modal alignment:\n\nEmotion CoordinateText ExpressionAudio ExpressionVisual ExpressionHope in DespairDark imagery → light metaphorMinor → major modulationCold tones → warm point lightControlled PanicShort sentences, technical termsStaccato rhythm, rising pitchRapid cuts, shallow depthNostalgic LongingArchaic diction, sensory detailSlow tempo, reverb-heavyDesaturated colors, soft focus"
      },
      {
        "title": "3.2 Real-Time Consistency Scoring",
        "body": "Consistency Score = Σ(emotion_vector_distance) / n\n\n- Score > 0.8: Aligned\n- Score 0.5-0.8: Tension (intentional or error)\n- Score < 0.5: Misalignment alert"
      },
      {
        "title": "3.3 Harmonization Strategies",
        "body": "When misalignment detected:\n\nDominant Modality: One modality leads, others adapt\nCounterpoint: Intentional tension for aesthetic effect\nCompromise: Find intermediate emotional position\nRevision: Return to higher layer for constraint adjustment"
      },
      {
        "title": "4.1 Self-Referential Systems",
        "body": "Meta-Narrative Layer: Story about storytelling\nNested Structure: Stories within stories, dreams within dreams\nParadox Design: Contradictory propositions unified at higher level\nObserver Effect: Audience participation changes meaning"
      },
      {
        "title": "4.2 Fractal Recursive Structures",
        "body": "Self-Similarity: Micro details mirror macro themes\nScale Invariance: Same generation rules apply at all layers\nInfinite Detail: New information at every zoom level\nBoundary Chaos: Order and randomness at the edge"
      },
      {
        "title": "4.3 Cross-Domain Isomorphisms",
        "body": "Music-Visual-Narrative Mappings:\n\nRhythm ↔ Editing pace\nHarmony ↔ Color palette\nMelody ↔ Camera movement\nTension-Resolution ↔ Plot structure"
      },
      {
        "title": "5.1 The 70-20-10 Rule",
        "body": "DimensionPercentageFunctionRiskFamiliarity70%Lower barrier, establish connectionBoredom if too highSurprise20%Create memory, spark discussionConfusion if too highMystery10%Invite participation, reward re-experienceAlienation if too high"
      },
      {
        "title": "5.2 Controlled Innovation Strategies",
        "body": "Core Premise Inversion: Change one foundational assumption, derive consequences\nGenre Hybridization: Deep structural fusion (not surface pastiche)\nPerspective Flip: Invert power/time/causality coordinates\nMedium Self-Reference: Expose creation process as content"
      },
      {
        "title": "Phase 1: Framework Generation",
        "body": "Intent Capture → Reference Deconstruction → Constraint Specification"
      },
      {
        "title": "Phase 2: Constraint Negotiation",
        "body": "Conflict Detection → Priority Sorting → Trade-off Visualization"
      },
      {
        "title": "Phase 3: Layered Construction",
        "body": "Top-Down Generation + Bottom-Up Emergence → Bidirectional Validation"
      },
      {
        "title": "Phase 4: Integration Validation",
        "body": "Structure-Constraint-Content Triangular Check → Multi-Modal Consistency Audit"
      },
      {
        "title": "7. Usage",
        "body": "# Initialize project with GEB principles\ngeb-aesthetics init --project-name \"cyberpunk_short\" --medium film\n\n# Generate recursive spec\ncd cyberpunk_short\ngeb-aesthetics spec --layer L1 --prompt \"Neon-lit megacity where memories are currency\"\n\n# Validate consistency\ngeb-aesthetics validate --cross-modal --strict\n\n# Export to production formats\ngeb-aesthetics export --format finaldraft --format pdf"
      },
      {
        "title": "8. License",
        "body": "MIT © Weiyang (@weiyangzen)\n\n\"The eternal golden braid: human creativity and machine intelligence, weaving together.\""
      }
    ],
    "body": "GEB Aesthetics Skill Specification\nMulti-Modal Creative Intelligence System\n1. Core Philosophy: The GEB Trinity\n1.1 Gödel's Insight: The Limits of Systems\n\nIncompleteness as Creative Freedom\n\nAny formal system powerful enough to describe itself contains truths that cannot be proven within the system. For creative AI:\n\nThe Frame Problem: The best ideas often come from outside the current context\nMeta-Creative Space: True innovation requires stepping outside the system\nProductive Tension: Constraints that cannot be fully satisfied drive creative breakthroughs\n\nImplementation: The system maintains awareness of its own limitations, using them as generative forces rather than bugs to fix.\n\n1.2 Escher's Vision: Self-Reference in Form\n\nVisual Paradox as Aesthetic Device\n\nEscher's impossible constructions reveal that form can be content:\n\nMeta-Narrative: Stories about storytelling\nNested Worlds: Realities within realities\nObserver Effect: The act of creation changing the creator\n\nImplementation: Five-layer Spec architecture where each layer reflects and contains the others.\n\n1.3 Bach's Harmony: Constraint Breeds Complexity\n\nThe Fugue as Creative Model\n\nMultiple independent voices weaving together under strict contrapuntal rules:\n\nVoice Independence: Each modality (text/audio/visual) maintains its own logic\nHarmonic Convergence: Cross-modal alignment at emotional peaks\nThematic Transformation: Core motifs appearing in varied forms across scales\n\nImplementation: Cross-modal consistency engine ensuring independent voices harmonize.\n\n2. Recursive Five-Layer Spec Architecture\n2.1 Layer 1: Worldview (L1)\n\nTime Scale: Generations/Eras\nCore Question: \"What kinds of existence are possible?\"\n\nDesign Elements:\n\nCosmological Rules (physics, metaphysics)\nHistorical Timeline (key events, causality chains)\nCultural Symbol Systems (language, religion, art)\nSpatial Geography (maps, climate, resources)\nPower Structures (politics, economics, social classes)\n\nConstraint Type: Rigid - Violations break internal consistency\n\nOutput: \"Cosmic Constitution\" - Immutable boundary conditions\n\n2.2 Layer 2: Character (L2)\n\nTime Scale: Lifetime/Years\nCore Question: \"Whose story? Why does it matter?\"\n\nDesign Elements:\n\nPsychological Dimension (core desires, deep fears, cognitive patterns)\nSocial Dimension (class position, relationship networks, group affiliations)\nNarrative Dimension (arc type, functional role, symbolic meaning)\n\nConstraint Type: Motivation-Action Consistency\n\nOutput: Character Bible + Relationship Graph\n\n2.3 Layer 3: Narrative (L3)\n\nTime Scale: Hours/Days\nCore Question: \"What happens? Why so?\"\n\nDesign Elements:\n\nConflict System (internal, interpersonal, supra-personal)\nInformation Release Rhythm (when, through whom, how)\nStructural Templates (three-act, hero's journey, circular, network)\n\nConstraint Type: Theme-Event Alignment\n\nOutput: Detailed Outline + Plot Structure Map\n\n2.4 Layer 4: Beat (L4)\n\nTime Scale: Minutes\nCore Question: \"Emotion now? Rhythm fast or slow?\"\n\nDesign Elements:\n\nEmotional Curve (intensity/valence over time)\nScene Function Labels (advancement, turning point, revelation, emotional ascent, transition)\nRhythm Parameters (scene length, dialogue density, action ratio)\n\nConstraint Type: Narrative Function Completion\n\nOutput: Scene List + Emotional Curve + Rhythm Parameters\n\n2.5 Layer 5: Shot/Execution (L5)\n\nTime Scale: Seconds/Frames\nCore Question: \"What does the audience see? Hear?\"\n\nDesign Elements:\n\nSpatial Blocking (character-camera relationships)\nTemporal Design (shot duration, editing rhythm, speed changes)\nVisual Grammar (shot scale, angle, movement)\n\nConstraint Type: Technical Feasibility\n\nOutput: Storyboard + Shot List + Technical Specifications\n\n2.6 Cross-Layer Dynamics\n\nTop-Down: Higher layers constrain lower layers\nBottom-Up: Lower implementations enrich or revise higher understanding\nBidirectional Constraint: Changes at any level trigger consistency checks\n\n3. Multi-Modal Consistency Engine\n3.1 The \"Emotion-Form\" Mapping Table\n\nCentral validation mechanism ensuring cross-modal alignment:\n\nEmotion Coordinate\tText Expression\tAudio Expression\tVisual Expression\nHope in Despair\tDark imagery → light metaphor\tMinor → major modulation\tCold tones → warm point light\nControlled Panic\tShort sentences, technical terms\tStaccato rhythm, rising pitch\tRapid cuts, shallow depth\nNostalgic Longing\tArchaic diction, sensory detail\tSlow tempo, reverb-heavy\tDesaturated colors, soft focus\n3.2 Real-Time Consistency Scoring\nConsistency Score = Σ(emotion_vector_distance) / n\n\n- Score > 0.8: Aligned\n- Score 0.5-0.8: Tension (intentional or error)\n- Score < 0.5: Misalignment alert\n\n3.3 Harmonization Strategies\n\nWhen misalignment detected:\n\nDominant Modality: One modality leads, others adapt\nCounterpoint: Intentional tension for aesthetic effect\nCompromise: Find intermediate emotional position\nRevision: Return to higher layer for constraint adjustment\n4. GEB-Inspired Form Constraints\n4.1 Self-Referential Systems\n\nMeta-Narrative Layer: Story about storytelling\nNested Structure: Stories within stories, dreams within dreams\nParadox Design: Contradictory propositions unified at higher level\nObserver Effect: Audience participation changes meaning\n\n4.2 Fractal Recursive Structures\n\nSelf-Similarity: Micro details mirror macro themes\nScale Invariance: Same generation rules apply at all layers\nInfinite Detail: New information at every zoom level\nBoundary Chaos: Order and randomness at the edge\n\n4.3 Cross-Domain Isomorphisms\n\nMusic-Visual-Narrative Mappings:\n\nRhythm ↔ Editing pace\nHarmony ↔ Color palette\nMelody ↔ Camera movement\nTension-Resolution ↔ Plot structure\n5. Novelty Quantification\n5.1 The 70-20-10 Rule\nDimension\tPercentage\tFunction\tRisk\nFamiliarity\t70%\tLower barrier, establish connection\tBoredom if too high\nSurprise\t20%\tCreate memory, spark discussion\tConfusion if too high\nMystery\t10%\tInvite participation, reward re-experience\tAlienation if too high\n5.2 Controlled Innovation Strategies\nCore Premise Inversion: Change one foundational assumption, derive consequences\nGenre Hybridization: Deep structural fusion (not surface pastiche)\nPerspective Flip: Invert power/time/causality coordinates\nMedium Self-Reference: Expose creation process as content\n6. Four-Phase Creative Workflow\nPhase 1: Framework Generation\n\nIntent Capture → Reference Deconstruction → Constraint Specification\n\nPhase 2: Constraint Negotiation\n\nConflict Detection → Priority Sorting → Trade-off Visualization\n\nPhase 3: Layered Construction\n\nTop-Down Generation + Bottom-Up Emergence → Bidirectional Validation\n\nPhase 4: Integration Validation\n\nStructure-Constraint-Content Triangular Check → Multi-Modal Consistency Audit\n\n7. Usage\n# Initialize project with GEB principles\ngeb-aesthetics init --project-name \"cyberpunk_short\" --medium film\n\n# Generate recursive spec\ncd cyberpunk_short\ngeb-aesthetics spec --layer L1 --prompt \"Neon-lit megacity where memories are currency\"\n\n# Validate consistency\ngeb-aesthetics validate --cross-modal --strict\n\n# Export to production formats\ngeb-aesthetics export --format finaldraft --format pdf\n\n8. License\n\nMIT © Weiyang (@weiyangzen)\n\n\"The eternal golden braid: human creativity and machine intelligence, weaving together.\""
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/weiyangzen/geb-aesthetics",
    "publisherUrl": "https://clawhub.ai/weiyangzen/geb-aesthetics",
    "owner": "weiyangzen",
    "version": "0.1.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/geb-aesthetics",
    "downloadUrl": "https://openagent3.xyz/downloads/geb-aesthetics",
    "agentUrl": "https://openagent3.xyz/skills/geb-aesthetics/agent",
    "manifestUrl": "https://openagent3.xyz/skills/geb-aesthetics/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/geb-aesthetics/agent.md"
  }
}