Unity Perception

Unity Perception Skills

Use this module for read-only scene and project analysis.

Operating Mode

• Approval / Auto / Bypass: 本模块 18 个 skill 里的 17 个纯读 skill（scene_analyze / scene_summarize / scene_health_check / scene_component_stats / scene_find_hotspots / scene_tag_layer_stats / scene_performance_hints / scene_diff / hierarchy_describe / scene_context / scene_dependency_analyze / scene_spatial_query / scene_materials / scene_contract_validate / project_stack_detect / script_analyze / script_dependency_graph）都标 Mode = SkillMode.SemiAuto 且 ReadOnly = true，三档模式下直接执行无需 grant。
• 特别说明：scene_export_report 写 markdown 文件到磁盘（Operation = Analyze | Execute，标 MutatesAssets = true），因此不是 SemiAuto——它走默认 SkillMode.FullAuto，Approval 模式下需要 grant 才能执行。
• 本模块不含 Delete / PlayMode / Reload / RiskLevel=high 类 skill —— 没有 IsForbiddenInSemi 拦截。

DO NOT (common hallucinations):

• perception_analyze, perception_scan, and perception_describe do not exist
• scene_context is not editor_get_context: it exports hierarchy/components/references, while editor context focuses on current editor state
• scene_analyze, scene_health_check, scene_contract_validate, scene_component_stats, scene_find_hotspots, and project_stack_detect belong to this module even if the prefix looks like scene_* or project_*

Routing:

• Current selection/play-mode/editor state -> editor_get_context
• Object search by name/path -> scene_find_objects or gameobject_find
• Script dependency closure -> script_dependency_graph

Skills

Scene Health and Summary

| Skill | Use | Key parameters |

|-------|-----|----------------|

| scene_analyze | Combined scene + project analysis | topComponentsLimit?, issueLimit?, deepHierarchyThreshold?, largeChildCountThreshold? |

| scene_health_check | Read-only health report | issueLimit?, deepHierarchyThreshold?, largeChildCountThreshold? |

| scene_summarize | Structured scene summary | includeComponentStats?, topComponentsLimit? |

| scene_component_stats | Component and facility stats | topComponentsLimit? |

| scene_find_hotspots | Deep hierarchy / large group / empty node hotspots | thresholds + maxResults? |

| scene_tag_layer_stats | Tag/layer usage | none |

| scene_performance_hints | Prioritized optimization hints | none |

Scene Snapshots and Exports

| Skill | Use | Key parameters |

|-------|-----|----------------|

| scene_diff | Capture or compare lightweight snapshots | snapshotJson? |

| hierarchy_describe | Return text hierarchy tree | maxDepth?, includeInactive?, maxItemsPerLevel? |

| scene_context | Export hierarchy, components, references | maxDepth?, maxObjects?, rootPath?, includeValues?, includeReferences?, includeCodeDeps? |

| scene_export_report | Save markdown scene report | savePath?, maxDepth?, maxObjects? |

| scene_dependency_analyze | Analyze impact / dependency graph in-scene | targetPath?, savePath? |

Project and Script Analysis

| Skill | Use | Key parameters |

|-------|-----|----------------|

| project_stack_detect | Detect pipeline, input, UI, packages, tests, folders | none |

| script_analyze | Analyze one MonoBehaviour / ScriptableObject / user class by class name | scriptName, includePrivate? |

| script_dependency_graph | N-hop dependency closure for one script class name | scriptName, maxHops?, includeDetails? |

Spatial and Material Queries

| Skill | Use | Key parameters |

|-------|-----|----------------|

| scene_spatial_query | Find objects near a point or object | x/y/z?, radius?, nearObject?, componentFilter?, maxResults? |

| scene_materials | Summarize scene materials and shaders | includeProperties? |

| scene_contract_validate | Validate default roots/tags/layers/UI EventSystem conventions | requiredRootsJson?, requiredTagsJson?, requiredLayersJson?, requireEventSystemForUi? |

High-Frequency Skill Differences

scene_summarize vs scene_analyze vs scene_health_check

| Skill | Best for | Typical output focus |

|-------|----------|----------------------|

| scene_summarize | Fast overview | object counts, hierarchy depth, top components |

| scene_analyze | Broad diagnosis | summary + findings + warnings + recommendations + next-skill hints |

| scene_health_check | Hygiene / red flags | missing scripts, duplicate names, deep hierarchy, empty nodes, hotspot-style findings |

scene_context vs hierarchy_describe

| Skill | Best for | Output style |

|-------|----------|-------------|

| hierarchy_describe | Human-readable tree | text tree, lightweight |

| scene_context | AI coding context | structured hierarchy + components + references + optional code dependencies |

scene_dependency_analyze vs script_dependency_graph

| Skill | Scope | Use when |

|-------|-------|----------|

| scene_dependency_analyze | Scene object references | ask "who depends on this object if I delete or disable it" |

| script_dependency_graph | Script class dependency closure | ask "which scripts do I have to touch to change this feature" |

Key Return Shapes

scene_summarize

Returns sceneName, stats, and optional topComponents.

scene_analyze

Returns summary, stats, findings, warnings, recommendations, and suggestedNextSkills.

scene_health_check

Returns summary, findings, hotspots, and suggestedNextSkills.

scene_context

Returns a structured export with objects, references, and optional codeDependencies. Use it when another AI step needs full scene context, not just a human summary.

High-frequency options:

• rootPath to export only one subtree
• includeValues=true when serialized field values matter
• includeCodeDeps=true when AI needs a rough scene-to-code dependency picture

scene_export_report

Writes a markdown artifact to disk and returns savedTo, object/script/reference counts, and success state. Prefer this when the user wants a durable report file.

Defaults:

• savePath = "Assets/Docs/SceneReport.md"
• maxDepth = 10
• maxObjects = 500

When to Use Which Skill

| Need | Best first skill |

|------|------------------|

| Quick scene overview | scene_summarize |

| Full diagnosis | scene_analyze |

| Suspicious hierarchy or clutter | scene_find_hotspots |

| Safe-to-delete / impact question | scene_dependency_analyze |

| AI coding context export | scene_context |

| Script reading order | script_dependency_graph |

| Render/input/UI stack detection | project_stack_detect |

Minimal Example

import unity_skills

summary = unity_skills.call_skill("scene_summarize", includeComponentStats=True)
health = unity_skills.call_skill("scene_health_check", issueLimit=50)
context = unity_skills.call_skill("scene_context", maxDepth=6, maxObjects=120)
report = unity_skills.call_skill("scene_export_report", savePath="Assets/Docs/SceneReport.md")

Exact Signatures

Exact names, parameters, defaults, and returns are defined by GET /skills/schema or unity_skills.get_skill_schema(), not by this file.