msw-search

---

name: msw-search description: "MSW search integration — (1) vector search for API docs and implementation guides via the msw-mcp MCP server (mlua_api_retriever / mlua_document_retriever), (2) REST API search for resources (sprite / animation / sound / resource pack / avatar). Use for 'find details, examples, or related APIs not in .d.mlua', 'need a SpriteRUID', 'monster sprite', 'background image', 'find a sound', 'avatar item lookup', etc. Keywords: document search, API details, examples, guide, retriever, resource, sprite, animation, sound, RUID, resource pack, avatar."

MSW Search

MSW has two distinct search targets:

1. API docs & implementation guides — Vector search for descriptions, code examples, and related APIs missing from .d.mlua.
2. Resources — REST API for sprites, animations, sounds, resource packs, and avatars. The only path for obtaining RUIDs.

---

Routing Table

Request type	Go to section
"How do I implement this?", "Show me an example", "What related APIs exist?"	Document search
".d.mlua only has the signature; the description is insufficient"	Document search
"I don't know the API name (semantic search)"	Document search
"Implementation guide / best practice / pattern"	Document search
"I need a SpriteRUID", "Find a sprite for monster / NPC / background"	Resource search → start with resource_pack
"Find an animation / sound / resource pack"	Resource search → start with resource_pack
"Details for this RUID", "Similar resources"	Resource search
"Avatar item / default avatar lookup"	Resource search
"Upload / list / update / delete my own assets"	Call msw-mcp asset_* tools directly (account_get_my_user_id first for ownerId)

★ Resource search default — always resource_pack first

Unless the user explicitly asks for an individual sprite / animationclip / sound / avatar item (or names a non-pack RUID directly), pass resourceTypeFilter: ["resource_pack"] to searchResources. A pack bundles every sprite + animation + sound for one asset, so picking a stray sprite or animationclip first usually leaves the entity with a single frame, no animation set, or the wrong asset family.

Search the pack → drill into payload.elements → assign individual RUIDs. Switch types only on explicit intent: "BGM file", "individual sprite only", "avatar item", "animationclip similar to this RUID", etc.

---

Section 1 — Document Search (APIs & Guides)

Vector search via the msw-mcp MCP server. Supplies the detailed descriptions, code examples, related APIs, and implementation guides missing from .d.mlua.

Decision Flow

Need API-related information
│
├─ Checking signature / type / property / enum
│   → Read .d.mlua first (highest priority)
│   → If .d.mlua is insufficient, call msw-mcp
│     (code examples, parameter details, related APIs, etc.)
│
├─ Implementation guide / pattern / best practice
│   → mlua_document_retriever
│
└─ Don't know the API name (semantic search)
    → mlua_api_retriever (and/or mlua_document_retriever for broader scope)

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API Research Order

Priority 1 — .d.mlua (always first)

If you know the API name, always read .d.mlua first. Signatures, types, properties, event parameters, and enum values can be confirmed here accurately.

Path: Environment/NativeScripts/{Component,Service,Event,Enum,Logic,Misc}/Name.d.mlua

Situation	Example
Confirm method signature	"Does TransformComponent have SetPosition?"
Property type / existence	"What is the type of SpriteRendererComponent.RUID?"
Event parameter structure	"What are the AttackEvent constructor parameters?"
List of enum values	"What are the BodyMoveType values?"
Method existence	"What methods does SpawnService have?"

Priority 2 — Vector search (when .d.mlua is not enough)

.d.mlua contains only signatures and lacks detailed descriptions and examples. Use vector search when you need any of the following.

Situation	MCP tool	Example query
Need a code example	mlua_api_retriever	AIComponent example, BehaviorTree usage
Parameter details	mlua_api_retriever	BadgeService GetBadgeInfosAndWait parameters
Related API cross-references	mlua_api_retriever	AttackComponent related, HitComponent
ScriptOverridable check	mlua_api_retriever	AttackComponent CalcCritical override
Don't know the API name	both retrievers	damage calculation, inventory save
"How do I …?" implementation guide	mlua_document_retriever	how to make inventory system
Pattern / best practice	mlua_document_retriever	collision detection best practice

---

MCP Tools (msw-mcp)

Tool	Description
mlua_api_retriever	API details for Service / Component / Misc etc. (signatures, parameters, examples). Pass an API/class/function/component name.
mlua_document_retriever	Authoring manuals, guidelines, MLua usage, and other document-style material. Pass a natural-language sentence describing what to implement.

On failure: If a msw-mcp tool call errors out, surface the failure to the user and fall back to .d.mlua. Do not guess — state what you couldn't verify.

Default result count: request 3 results unless wider exploration is explicitly required.

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.d.mlua vs Search — Information Comparison

.d.mlua is a type stub (~29 lines); Search returns the full document (254+ lines).

Information	.d.mlua	Search
Method signature / types	O	O
Property declarations	O	O
Detailed method description (DetailDesc)	X	O
Code examples (AdditionalPageContent)	X	O
Per-parameter descriptions	X	O
Related APIs (SeeAlsoAPIs)	X	O
Related guides (SeeAlsoGuides)	X	O
ScriptOverridable flag	X	O
SyncDirection	Partial	O
Localized descriptions (Ko/Ja/Es/Zh)	X	O

---

Maker Editor Syntax → .mlua Conversion Rules

Code examples in search results use Maker Editor syntax. They must be converted before being used in a local .mlua file.

Item	Maker Editor	.mlua file	Note
Override declaration	override integer CalcDamage(...)	method integer CalcDamage(...)	override → method
Block	{ ... }	... end	Braces → end
Exec space (own method)	[server only]	@ExecSpace("ServerOnly")	Self-defined methods: annotate explicitly
Exec space (override)	[server only] shown / omitted in editor	Match the parent's @ExecSpace exactly — see warning below	LEA-3014 if mismatched
Property	Property: int32 Score = 0	@Sync property int32 Score = 0	Add @Sync if synced
Type int	int	integer	C# int → mlua integer
Type number	number	number	Same (double)
Type float	float	float	Same (single)

number (64-bit double) and float (32-bit single) are assignable to each other but remain distinct types. Follow the .d.mlua declaration.

⚠ Override ExecSpace caveat — LEA-3014 SignatureMismatch

The Maker Editor often hides the parent's exec space and lets you toggle [server only] freely on an override block. In .mlua, however, the override's @ExecSpace must be byte-identical to the parent declared in .d.mlua. If the parent has no @ExecSpace (engine default = ExecSpace=All), the override must also omit @ExecSpace entirely.

Concretely, the AttackComponent / HitComponent damage hooks (CalcDamage, CalcCritical, GetCriticalDamageRate, GetDisplayHitCount, IsAttackTarget, IsHitTarget, OnAttack) are all ExecSpace=All upstream. Adding @ExecSpace("ServerOnly") produces:

[LEA-3014] SignatureMismatch : The signature of <Child>.CalcDamage[... (ExecSpace=ServerOnly)]
  must match the overridden <Parent>.CalcDamage.[... (ExecSpace=All)].

Always look up the parent in .d.mlua first and copy its annotation block verbatim. Detail: msw-scripting/SKILL.md §9 "Method override → LEA-3014".

Conversion example — AttackComponent from search results:

-- Maker Editor syntax (search result)
override int CalcDamage(Entity attacker, Entity defender, string attackInfo) {
    return 50
}
override boolean CalcCritical(Entity attacker, Entity defender, string attackInfo) {
    return _UtilLogic:RandomDouble() < 0.3
}

-- Converted to .mlua
-- ⚠ Parent AttackComponent.CalcDamage / CalcCritical declare no @ExecSpace
--   (ExecSpace=All). Adding @ExecSpace here triggers LEA-3014 SignatureMismatch.
method integer CalcDamage(Entity attacker, Entity defender, string attackInfo)
    return 50
end

method boolean CalcCritical(Entity attacker, Entity defender, string attackInfo)
    return _UtilLogic:RandomDouble() < 0.3
end

---

Section 2 — Resource Search (Sprite / Animation / Sound / Resource Pack / Avatar)

REST API for searching and browsing MSW resources. Never guess or fabricate a RUID — always obtain one through this API.

Default search type = resource_pack — see the pack-first rule under the Routing Table above.

Access — always go through msw_resource_api.cjs

All resource-API calls in this skill are made through the Node.js wrapper

scripts/msw_resource_api.cjs

Do not assemble curl commands by hand. The wrapper:

• Sends UTF-8 JSON bodies directly, so non-ASCII queries (Korean / Japanese / Chinese / emoji) avoid the {"detail":"There was an error parsing the body"} failure mode that hits inline curl -d '...'.
• URL-encodes slash-containing path parameters (e.g. pack IDs like npc/1013617.img).
• Zero dependencies (Node 18+ built-in fetch / AbortController).
• Uses the exact OpenAPI field names (topK, resourceTypeFilter, categoryFilter, count, …). Legacy names like limit / types / categories are silently ignored by the server.

Two ways to use it:

# 1) CLI — fire one call from a shell. Output is pretty-printed JSON.
node scripts/msw_resource_api.cjs \
    search "orange mushroom" --resource-type resource_pack --category npc --topK 3

# Discover available subcommands:
node scripts/msw_resource_api.cjs --help

// 2) require — preferred when already in a Node.js context.
const {
  searchResources, searchAvatarItems, findSimilarResources,
  getResource, getResourcesBatch, getResourceTags,
  listResources, randomResources, findPacksContaining,
  listAvatars, getAvatarDefaults,
} = require('./scripts/msw_resource_api.cjs');

const result = await searchResources("orange mushroom", {
  resourceTypeFilter: ["resource_pack"],
  categoryFilter: ["npc"],
  topK: 3,
});

Wrapper function ↔ endpoint map

Wrapper function	CLI subcommand	Endpoint
searchResources	search	POST /v3/search/resources
searchAvatarItems	search-avatar	POST /v3/search/resources (avatar mode)
findSimilarResources	similar	GET /v3/search/resources/similar/{ruid}
getResource	get	GET /v3/resources/{ruid} (works for sprite / animationclip / resource_pack / avataritem)
getResourcesBatch	batch	POST /v3/resources/batch
getResourceTags	tags	GET /v3/resources/tags/{ruid}
listResources	list	GET /v3/resources (Qdrant Scroll, opaque-string offset cursor)
randomResources	random	GET /v3/resources/random
findPacksContaining	packs	GET /v3/resources/packs/{ruid} (lists packs containing a RUID — pack id is NOT accepted here)
listAvatars	avatars	GET /v3/avatars
getAvatarDefaults	avatar-defaults	GET /v3/avatars/defaults

No /v3/avatars/{ruid} endpoint exists. To inspect an avataritem (color_hex, group members, …), call getResource(ruid) — the /v3/resources/{ruid} endpoint returns avataritem detail just like any other resource.

Base URL & transport (informational)

The wrapper handles all of this — you do not need to set it manually.

• Base URL: https://maplestoryworlds-resourcesearch-new.nexon.com/api
• No auth (public), /v3/ prefix, POST bodies are application/json; charset=utf-8
• Default timeout: 15s (override via the wrapper's _request(method, path, { timeout }))

Result count — this skill's default is 3

Unless explicitly told otherwise, always send 3 for the result-count parameter on every search call. The wrapper defaults to 3 as well, and parameter names follow the OpenAPI spec exactly — note that limit / count / topK differ per endpoint.

Endpoint	Server parameter	Wrapper default
POST /v3/search/resources (resources + avatar)	topK	3
GET /v3/search/resources/similar/{ruid}	topK	3
GET /v3/resources (browsing)	limit	3
GET /v3/resources/random	count	3
GET /v3/resources/packs/{ruid} (packs containing a RUID)	limit	3

The server-side default is 20 or 50, so always pass these parameters explicitly. Increase to 10+ (or 50–100 for avatar broad-browse) only when wider exploration is explicitly required.

offset parameter caveat — for GET /v3/resources and GET /v3/resources/packs/{ruid}, offset is not an integer but the opaque string cursor nextOffset returned by the previous response. Do not send it on the first page (sending integer 0 is interpreted as a cursor and returns empty results).

POST body rule — let msw_resource_api.cjs handle it

If you must POST without the wrapper (no HTTP client in your language), reproduce its behaviour:

1. Serialize the body as UTF-8 JSON bytes (not a re-encoded shell string).
2. Send Content-Type: application/json; charset=utf-8.
3. POST raw bytes (e.g. curl's --data-binary "@file" reading a UTF-8 temp file).

Otherwise, just call the wrapper.

Resource Types

type values (the type field on server responses, and the values you put into the resourceTypeFilter array when searching):

type	Description
sprite	Static image (PNG)
animationclip	Frame-based animation
resource_pack	Finished asset bundling sprites + animations + sounds
bgm	Background music (audio)
voice	Voice clip — NPC dialogue, etc. (audio)
effect	Sound effect (audio). Not a visual effect. For visual particles / hit / skill FX, search sprite or animationclip (categories skill / mob / etc).
avataritem	Avatar costume item (cap, coat, pants, shoes, weapon, …) — same POST /v3/search/resources endpoint with resourceTypeFilter: ["avataritem"]. See references/resource/search.md ("Avatar Item Search") and references/resource/avatar.md.

All search and listing endpoints use the same type-filter field name: resourceTypeFilter (an array). Other names like types are silently ignored by the server. The wrapper's resource_type_filter argument (or CLI --resource-type) maps to this field.

⚠ SpriteRendererComponent.SpriteRUID accepts both sprite and animationclip, but renders them differently:

• animationclip → all frame layers play (shadow + body + foreground)
• sprite → that single Sprite renders only

Symptom of mistake: feeding an animationclip RUID where you intended a sprite (or vice-versa) leaves only the shadow layer visible — the body silently vanishes. Always check payload.type of the response before assigning to SpriteRUID. Use sprite for the static idle/default frame; use animationclip only for fields like StateAnimationComponent.ActionSheet values.

skeleton and avataritem RUIDs fail silently (no error, nothing renders) when assigned to SpriteRUID / ImageRUID without the thumbnail:// prefix. Conversely, CostumeManagerComponent.Custom*Equip / SkeletonRendererComponent.SkeletonRUID / StateAnimationComponent.ActionSheet do not accept the thumbnail:// prefix — pass a plain RUID there. If the search query targeted an icon / thumbnail image and returned a sprite RUID, that RUID is already renderable directly — adding thumbnail:// is redundant. Full assignment rules — accepted types, slot-by-slot prefix matrix, RUID-vs-prefix usage — live in msw-sprite-ruid/SKILL.md.

Categories

category values that actually appear on responses. Use these with categoryFilter.

General resources (sprite / animationclip / resource_pack / bgm / voice / effect)

category	Description
mob	Monster
npc	NPC
item	Item
skill	Skill effect / skill resources
object	Map object (tree, rock, decoration)
background	Background / map tile / BGM
foothold	Walkable platform
rope	Rope
ladder	Ladder
etc	Uncategorized

Avatar (avataritem only)

category	Slot
cap, hair, face, faceaccessory, eyeaccessory, earaccessory	Head / face
coat, longcoat, pants, shoes, glove, cape	Body
weapon, twohandweapon, subweapon, shield	Weapon

map, effect, ui are not valid category values — they return zero results.

• Looking for maps / backgrounds → category: "background" or "object".
• Looking for visual effects → search sprite / animationclip with category: "skill" (or mob/etc); effect is the audio resource_type, not a category.
• There is no ui resource family in this index — UI sprites usually live as sprite + category: "etc".

RUID

A 32-character hex string that uniquely identifies every resource. Example: "0017da7385e04bc4b2ddbe5949b4b462"

• The id field in search results is the RUID
• assetGuid is a separate Unity asset GUID (used in spawn_preset)
• Never guess or fabricate a RUID — always obtain it from an API response

Common Response Fields

{
  "id": "32-char hex RUID",
  "type": "sprite|animationclip|resource_pack|bgm|voice|effect|avataritem",
  "category": "mob|npc|item|skill|object|background|foothold|rope|ladder|etc | <avatar slot>",
  "names": {
    "ko": ["Korean name"],
    "en": ["English name"]
  },
  "assetGuid": "Unity asset GUID (may or may not exist)",
  "payload": {
    "width": 64,
    "height": 64,
    "thumbnail": "https://...",
    "pivot": {"x": 32, "y": 32},
    "frames": [],
    "elements": []
  }
}

Pagination — same name, two flavors

nextOffset appears in every list-style response but means different things depending on the endpoint. Round-tripping a value into the wrong endpoint silently misbehaves.

Endpoint	nextOffset type	Meaning	How to paginate
POST /v3/search/resources (search)	integer	Item offset (0-based)	Pass it back as offset (number)
GET /v3/search/resources/similar/{id} (similar)	integer	Item offset	Same
GET /v3/resources (list)	opaque UUID string	Qdrant Scroll cursor	Pass the string back as offset. End-of-stream = null
GET /v3/resources/packs/{ruid} (packs)	opaque UUID string	Same cursor	Same
GET /v3/resources/random	n/a	No pagination	—

Rules:

1. Never feed a list cursor into a search call (or vice versa) — the server ignores the wrong-shape value and returns the first page.
2. On the first page, omit offset entirely. Sending integer 0 to list / packs is interpreted as a cursor and yields zero items (silent failure).
3. Stop paginating when the response returns nextOffset: null (list / packs) or returns fewer items than topK (search / similar).

Endpoint Summary

Method	Endpoint	Purpose
POST	/v3/search/resources	Natural-language semantic search (incl. avatar items via resourceTypeFilter: ["avataritem"])
GET	/v3/search/resources/similar/{ruid}	Find similar resources
GET	/v3/resources/{ruid}	Single resource details (sprite / animationclip / resource_pack with populated elements / avataritem)
POST	/v3/resources/batch	Batch fetch multiple resources
GET	/v3/resources/tags/{ruid}	AI-generated multilingual tags
GET	/v3/resources	List resources (Qdrant Scroll, opaque-string offset cursor)
GET	/v3/resources/random	Random resource recommendation
GET	/v3/resources/packs/{ruid}	List resource packs containing the given RUID — the path parameter is a 32-char-hex RUID, not a pack id
GET	/v3/avatars	List all avatar items (cached)
GET	/v3/avatars/defaults	Default avatar body / head RUIDs

Single avataritem detail uses /v3/resources/{ruid} (no /v3/avatars/{ruid} endpoint exists).

---

Resource Routing Guide

★ When in doubt, search resource_pack first. Only the rows marked with an explicit non-pack intent below should bypass the pack-first default.

Situation	Wrapper call (CLI subcommand)	Reference file
"Find a slime / orange mushroom / monster / NPC / item / background / map asset" (default — no type specified)	searchResources(query, { resourceTypeFilter: ["resource_pack"], ... }) (search ... --resource-type resource_pack)	references/resource/search.md
"Find an individual sprite / single image" (user explicitly asked for a sprite)	searchResources(query, { resourceTypeFilter: ["sprite"], ... })	references/resource/search.md
"Find an individual animationclip" (user explicitly asked for an animation)	searchResources(query, { resourceTypeFilter: ["animationclip"], ... })	references/resource/search.md
"Find a visual effect / particle / hit FX"	searchResources(query, { resourceTypeFilter: ["animationclip","sprite"], categoryFilter: ["skill","mob","etc"] }) — note: effect here would mean audio, not visual	references/resource/search.md
"Find a sound / BGM / voice / sound-effect" (audio)	searchResources(query, { resourceTypeFilter: ["bgm"|"voice"|"effect"], ... }) — effect resource_type = sound-effect (audio)	references/resource/search.md
"Find a background / map tile / scenery"	searchResources(query, { resourceTypeFilter: ["sprite","animationclip"], categoryFilter: ["background","object"] }) — there is no map category in the index	references/resource/search.md
"Find a costume / hat / shoes / weapon (avatar item)"	searchAvatarItems(...) (search-avatar)	references/resource/search.md (Avatar Item Search section) + references/resource/avatar.md
"Any more monsters like this one?"	findSimilarResources(ruid, ...) (similar)	references/resource/search.md
"Details for RUID abc123" (any type incl. avataritem and resource_pack)	getResource(ruid) (get)	references/resource/detail.md
"Show me a list of monster sprites"	listResources(...) (list)	references/resource/browse.md
"Which resource packs include this RUID?"	findPacksContaining(ruid, ...) (packs)	references/resource/browse.md
"Browse all avatar items"	listAvatars(...) (avatars)	references/resource/avatar.md

Typical Workflow (pack-first)

1. searchResources(query, { resourceTypeFilter: ["resource_pack"], topK: 3 })
   → obtain a resource_pack RUID (or pack id like "npc/9072309.img")
   → switch types only on explicit user intent, or fall back when 0 packs match
2. getResource(id)
   → resource_pack: payload.elements is pre-populated with element payloads
                    (sprite / animationclip / sound RUIDs live here)
   → avataritem:    payload has color_hex / group meta
3. Pick the element from payload.elements and assign its RUID to
   SpriteRendererComponent.SpriteRUID / StateAnimationComponent.ActionSheet
   (or assign avataritem RUIDs through the slot mapping in `msw-avatar`)

Don't call findPacksContaining(packId) to "open" a pack — that endpoint takes a 32-hex RUID and returns the packs that include that RUID, not the contents of a pack. Use getResource(packId) for pack contents.

For detailed Request/Response of each endpoint, refer to the files under references/resource/.

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Sprite Orientation — Most Resources Face Left

Most MSW sprite / animationclip / resource_pack assets — especially mob, npc, and player-character — are authored facing left, so a freshly spawned SpriteRendererComponent renders left unless you flip it.

Situation	What to do
Spawn an entity that should face right	Set FlipX = true on SpriteRendererComponent (default is false = left-facing as authored)
Custom AI / chase using MovementComponent:MoveToDirection	Update FlipX on direction change: sprite.FlipX = velocity.x > 0 (right ⇒ flip)
Monster model / monster collider alignment	Invert TransformComponent.Scale.x instead of FlipX so the sprite and collider stay aligned; see msw-general/references/monster.md
Native AIChaseComponent / AIWanderComponent	Engine flips automatically based on movement — do nothing
Top-down (RectTile) movement	Decide per-axis: usually flip when dx > 0; sprites with up/down frames need the StateAnimationComponent action set instead
_EffectService:PlayEffect(...) should face right	Pass FlipX = true in the options table
Player-attached effect must follow the player's facing	Use SyncFlip = true in PlayEffect options, or read PlayerControllerComponent.LookDirectionX
Resource is authored facing right (rare)	Inspect payload.thumbnail via GET /v3/resources/{ruid} and invert the rule for that asset

-- Custom side-view chase: flip sprite to match movement direction
local sprite = self.Entity.SpriteRendererComponent
local selfX = self.Entity.TransformComponent.WorldPosition.x
local dx    = targetPos.x - selfX
if dx ~= 0 then
    sprite.FlipX = dx > 0   -- target on the right → flip
end

Sanity check — the left-facing convention is not contractual. Open payload.thumbnail from GET /v3/resources/{ruid} to confirm.

Do not use TransformComponent.Scale.x as a general renderer flip — for players / effects / non-monster renderers, use SpriteRendererComponent.FlipX. Monster exception: monster models should invert TransformComponent.Scale.x so the sprite and collider stay aligned. Related: msw-combat-system/SKILL.md "Direction check ★", msw-general/references/monster.md.

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Shared Tips

1. Keyword choice — Use the exact name if you know it; natural-language Korean/English also works.
2. Adjust the page-size parameter — the name differs per endpoint (topK for search/similar, limit for list/packs, count for random). This skill's default is 3 (see the "Result count" table above). Keep it at 3 for precise lookups; increase to 10+ (or 50–100 for avatar broad-browse) only when wider exploration is required.
3. When search fails:
   • Document search fails → read .d.mlua directly.
   • Resource search fails → retry with synonyms or a different category; browse with listResources(...) (CLI: list) by type/category.
   • POST returns {"detail":"There was an error parsing the body"} → you bypassed the wrapper and sent JSON inline via curl -d '{...}'. Switch to msw_resource_api.cjs (or replicate its UTF-8 raw-body POST pattern) as described in Section 2.
4. Composite queries are allowed — e.g. AttackComponent CalcCritical for docs, red slime jump for resources.
5. No guessing — Never guess API names, RUIDs, or enum values; always confirm via search or references.