deepx-ai/dx-all-suite/dx-agent-brainstorm

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DEEPX build brainstorming with model registry check and sub-project routing.

Install

npx vskill@latest install deepx-ai/dx-all-suite/dx-agent-brainstorm

SKILL.md

Skill: DEEPX Build Brainstorming

For the general brainstorming process (key decisions, propose approaches,
present plan, get approval, spec self-review), see dx-swe-brainstorm.
This skill covers DEEPX-specific pre-flight checks and routing.

Scope

This is the top-level suite version covering all sub-projects. When working in a single sub-project, prefer the project-level version:

Working on...Use this skill
dx_app (standalone inference)dx-runtime/dx_app/.deepx/skills/dx-agent-brainstorm/SKILL.md
dx_stream (GStreamer pipelines)dx-runtime/dx_stream/.deepx/skills/dx-agent-brainstorm/SKILL.md
Cross-project integrationdx-runtime/.deepx/skills/dx-agent-brainstorm/SKILL.md

When to Use

Use this skill (in addition to dx-swe-brainstorm) when the task involves any DEEPX-specific concern:

  • New Python or C++ inference app (dx_app)
  • New GStreamer pipeline (dx_stream)
  • Cross-project build coordination (dx_app + dx_stream)
  • Shared model configuration
  • Integration testing across sub-projects
  • Modifying existing DEEPX applications or conventions

Process

Step 1: Route to Sub-Project

Determine which sub-project(s) are involved:

  1. If only dx_app → delegate to dx-runtime/dx_app/.deepx/skills/dx-agent-brainstorm/SKILL.md
  2. If only dx_stream → delegate to dx-runtime/dx_stream/.deepx/skills/dx-agent-brainstorm/SKILL.md
  3. If cross-project → use the integration version at dx-runtime/.deepx/skills/dx-agent-brainstorm/SKILL.md
  4. If unclear → ask the user which sub-project they're targeting
Step 2: Context Check

Before asking any questions:

  1. Check the relevant model registry (model_registry.json for dx_app, model_list.json for dx_stream)
  2. Check if the target directory already exists
  3. If the model/app already exists, inform the user and ask their intent
Step 3: Follow General Brainstorming Process

Continue with the general brainstorming process defined in dx-swe-brainstorm: key decisions, propose approaches, present plan, get approval, spec self-review, then route to implementation.

5-Condition Pre-Flight Check

Before presenting the build plan, verify ALL of these:

#CheckAction if Failed
1Model exists in registryList available models, ask user to choose
2Target directory doesn't existAsk user: modify existing, specialize, or fresh build?
3Task type is supportedList supported tasks, suggest closest match
4Required components existCheck preprocessor/postprocessor availability
5Output path is dx-agent-dev/Confirm isolation (never default to src/)

Red Flags — STOP

  • Skipping the model registry check
  • Creating files in src/ without explicit user request
  • Assuming the user wants the same thing as an existing app
  • Proceeding without confirming variant and input source

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

Repository stars
44
Repository forks
20
7-day trend score
19

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