Bots & BonesWATCH
Updated 05 Nov, 03:21 UTC
Fixed taxonomy

Tags

A tag is attached when one of its signals appears in an item's topics, name or description — a topic match counts double, and the strongest four win. Counts below are from the current collection.

Adding a tag or topic

Tags are data, not code. Add an entry to src/lib/classification/taxonomy.ts with a label, a group and the signals that should trigger it:

{ label: "Voice Cloning", group: "Creative AI",
  signals: ["voice-clone", "voice cloning", "speaker adaptation"] }

To make it count towards a category, list the label in that category's core or adjacent array in src/lib/classification/categories.ts. Nothing else needs to change — filters, facets, the dashboard and scoring all read from these two files.

Creative AI

Image Generation207AIRoblox*text-to-imageimage-generationdiffusionstable-diffusionflux+2
Image Editing39AIimage-editinginpaintingoutpaintingupscalerbackground removal+1
Video Generation101AItext-to-videovideo-generationvideo modelimage-to-videosora+3
Video Editing13AIvideo-editingvideo editorauto-cutmontageffmpeg+1
Avatars8AIRoblox*avatartalking headdigital humanspokesperson
Lip Sync0AIlip-synclipsyncwav2lipviseme
Voice39AItext-to-speechttsvoice clonespeech-synthesisvoice-ai+2
Audio13AIRoblox*audio-generationmusic-generationsound designaudio model
3D43AI*Roblox*3d-generationgaussian-splattingnerfmeshblender+1
Motion30AI*Roblox*motion-captureanimationmotion transferrigging
Remotion0AIremotionprogrammatic videoreact-video
Creative Automation1AIcreative automationad creativecreative pipelinebatch render

AI Infrastructure

Agents260AIRoblox*ai-agentai-agentsagenticautonomous agentmulti-agent+1
MCP201AImcpmodel-context-protocolmcp-server
Agent Skills102AIagent skillsskillstool usefunction calling
Computer Use20AIcomputer-usegui agentdesktop automationscreen control
LLM Tooling343AIllmpromptinferencefine-tuningopenai+2
Model Routing15AImodel-routerllm-gatewaymodel routingai-gatewayproxy for llm
Memory11AIagent memorylong-term memorycontext management
RAG81AIragretrieval-augmentedvector-databaseembeddingssemantic search
Browser Agents19AIbrowser-automationbrowser agentplaywrightpuppeteerweb scraping+1

Content & Media

Content Generation6AI*content-generationcopywritingcontent creationblog generator
Social Media43social-mediatwittertiktokinstagramyoutube+2
Content Research9content researchtrendcompetitor analysismarket research
Trend Analysis2trend analysistrendingtrend detectionvirality
Publishing11publishingschedulercross-postcms
Analytics90IT*analyticsdashboardmetricstracking
UGC2ugcuser-generatedtestimonial
Personalization6personalizationpersonalisationrecommendationaudience targeting
Creative Testing0creative testinga/b testab-testingsplit test
Ads50adsadvertisingcampaignperformance marketing
Localization29AI*localizationlocalisationi18ntranslationtranslate+2
Subtitles14AI*subtitlesubtitlescaptionssrttranscription+1
SEO18seosearch-engine-optimizationkeyword researchserp
Storytelling2storytellingnarrativedocumentaryjournalismeditorial

Workflow

Nodes56AI*node-basednode editorcomfyuinode graph
Visual Workflow14AI*visual workflowflow-basedcanvasreact-flowdrag and drop workflow
Automation53AI*IT*automationworkflow-automationn8nzapiermake.com
No-code13IT*no-codenocode
Low-code7IT*low-codelowcode
Orchestration54AI*IT*orchestrationpipelinedagschedulerqueue
API Aggregation10IT*api aggregationunified apisdk wrapperapi gateway

Product Type

Open Source134AI*IT*open-sourceopensourcelibre software
Developer Tools320AI*IT*Roblox*developer-toolsdevtoolsclisdkframework+1
Design Tools5AI*design-toolfigmaui-designprototyping
Creator Tools18creatorinfluencerstreamerpodcast
AI SaaS7AI*ai saasai-powered saassaas platform
Marketing SaaS6marketing saasmartechcrmemail marketing
Productivity49IT*productivitynote-takingtask managementknowledge base

Games

Roblox82Robloxrobloxluauroblox-studiorbxlrojo
Game Dev109Robloxgamedevgame-developmentunityunreal-enginegodot+2
Game AI1Robloxnpcgame aibehavior treebehaviour treepathfinding+1
Procedural Generation4Robloxproceduralprocedural-generationlevel generationterrain generationpcg
Game Assets5Robloxgame-assetsspritetexture-generationriggingcharacter model+1
Multiplayer12Robloxmultiplayernetcodematchmakinggame servergame-server

Engineering

DevOps64ITdevopsci-cdci/cdcontinuous-integrationcontinuous-delivery+3
Containers134ITkubernetesk8sdockercontainercontainerd+3
Cloud & IaC49ITterraformpulumiinfrastructure-as-codecloud-nativeaws+3
Databases98ITdatabasepostgrespostgresqlmysqlsqlite+4
Security93ITsecuritycybersecurityappsecvulnerabilitypentest+4
Observability81ITobservabilitymonitoringprometheusgrafanaopentelemetry+2
Self-hosted74ITself-hostedselfhostedhomelabself hosting
Data Engineering18ITetleltdata-pipelinedata engineeringairflow+3
Web Frameworks35ITweb frameworkhttp serverfullstack frameworknextjsdjango+3
Networking24ITreverse proxyload balancernetworkingvpndns server+2

* marks a tag that is adjacent rather than core for that category — it contributes less relevance.