OpenDCAI

OpenDCAI/GameFactory-3A

Skill Claude CodeCodex

Judge whether a generated mesh is fit to ship in a browser game, from the same rendered sheet the orientation review uses.

OpenDCAI/GameFactory-3A

Skill Claude CodeCodex

Choose how to build a 3dscene asset. Do not default to one pipeline for every task: what the user specified about the scene's appearance matters more than the scene type, and generative reconstruction is the least stable route here.

OpenDCAI/GameFactory-3A

Skill Claude CodeCodex

Use this Skill when a game plan requires dialogue, voice lines, sound effects, foley, ambience, or other offline WAV assets. This is asset generation, not a runtime audio-playback contract; use the selected engine context after an asset has passed review.

OpenDCAI/GameFactory-3A

Skill Claude CodeCodex

Use this Skill for text-to-video, first-frame-to-video, first/last-frame transitions, and reference-image-conditioned CG-video generation. Generate video only after the game plan defines its narrative purpose, visual style, shot, duration, and acceptance criteria.

OpenDCAI/GameFactory-3A

Skill Claude CodeCodex

Convert game CG intent and optional media references into validated, model-specific directing envelopes for opening, cutscene, ultimate, or promo clips. Use for standalone CG prompt direction or as a child capability of a game-generation Harness. Supports T2VA/text-only, I2VA/first-frame image…

OpenDCAI/GameFactory-3A

Skill Claude CodeCodex

Use this Skill when a game plan needs a single-subject concept image, a character reference cleaned for image-to-3D, or a front-facing transparent T-pose image for downstream character reconstruction. T-pose generation is an image-generation and image-editing task; it is not a separate asset category.

OpenDCAI/GameFactory-3A

Skill Claude CodeCodex

How an agent turns a character mesh into a usable animated FBX — and how to judge whether the result is shippable.

OpenDCAI/GameFactory-3A

Skill Claude CodeCodex

Create and control reusable game VFX in Unreal Engine 5 or Unity, including smoke, fire, explosions, dust, stylized ink/frost/cyber effects, and action-attached effects. Use for environmental or combat VFX, Niagara, Unity ParticleSystem, VFX lifecycle, animation/socket binding, or engine code that must reuse an…

OpenDCAI/DataFlow-WebUI

Cursor rule Cursor

DataFlow WebUI backend development. Activate when editing FastAPI backend code — endpoints, services, schemas, or config.

OpenDCAI/DataFlow-WebUI

Cursor rule Cursor

When using jsonschema in FormatStrPromptedGenerator, PromptedGenerator, or operators.json to constrain LLM structured output.

OpenDCAI/DataFlow-WebUI

Cursor rule Cursor

DataFlow WebUI frontend development. Activate when editing Vue 3 frontend code — components, views, stores, router, or API client.

OpenDCAI/DataFlow-WebUI

Cursor rule Cursor

Strict change policy for DataFlow WebUI frontend and backend. Limits what modifications are allowed.

OpenDCAI/DataFlow-WebUI

MCP server Claude CodeCodexCursor +2

MCP server "dataflow", hosted remotely at localhost, as configured in OpenDCAI/DataFlow-WebUI.

OpenDCAI/DataFlow-WebUI

Instructions file

Instructions for OpenDCAI/DataFlow-WebUI, covering dataflow webui — project rules, webui change policy, encouraged work areas, still prohibited and decision rule.

OpenDCAI/DataFlow-WebUI

Agent

You are an AI agent asked to set up DataFlow-Harness. This document is the authoritative procedure. It states what you may do without asking, what you must ask about first, and how to tell whether you succeeded.

OpenDCAI/DataFlow-WebUI

Skill Claude CodeCodex

Reference documentation for DataFlow's coretext operators — 8 generators, 3 filters, 2 refiners and 5 evaluators. Read by generating-dataflow-pipeline when a task needs an operator beyond the six core primitives. This is a reference package, not a workflow: it is consulted, never invoked directly.

OpenDCAI/DataFlow-WebUI

Skill Claude CodeCodex

Reference documentation for the BenchDatasetEvaluatorQuestion operator. Extended version of BenchDatasetEvaluator with question and subquestion support. Use when: evaluating answers with question context or multiple subquestions.

OpenDCAI/DataFlow-WebUI

Skill Claude CodeCodex

Reference documentation for the BenchDatasetEvaluator operator. Covers the constructor, two comparison modes (match/semantic), and pipeline usage. Use when: comparing predicted answers against ground truth answers in benchmark evaluation.

OpenDCAI/DataFlow-WebUI

Skill Claude CodeCodex

Reference documentation for the PromptedEvaluator operator. Use when: scoring text quality with LLM without filtering rows.

OpenDCAI/DataFlow-WebUI

Skill Claude CodeCodex

Reference documentation for the Text2QASampleEvaluator operator. Use when: evaluating QA pair quality across multiple dimensions.

OpenDCAI/DataFlow-WebUI

Skill Claude CodeCodex

Reference documentation for the UnifiedBenchDatasetEvaluator operator. Use when: evaluating model answers on benchmark datasets.

OpenDCAI/DataFlow-WebUI

Skill Claude CodeCodex

Reference documentation for the GeneralFilter operator. Covers the constructor, rule-based filtering logic, and pipeline usage notes. Use when: filtering rows based on column value conditions that can be expressed as lambda functions without LLM calls.

OpenDCAI/DataFlow-WebUI

Skill Claude CodeCodex

Reference documentation for the KCenterGreedyFilter operator. Covers the constructor, K-Center Greedy algorithm behavior, embedding serving requirements, and pipeline usage notes. Use when: downsampling a large dataset by semantic diversity using embedding vectors.

OpenDCAI/DataFlow-WebUI

Skill Claude CodeCodex

Reference documentation for the PromptedFilter operator. Covers the constructor, actual scoring and filtering behavior, and pipeline usage notes. Use when: filtering rows based on LLM semantic quality judgment rather than simple rule-based conditions.