Files
Nan e9ea4c5248 5.0 (#62)
* feat: Add Bioxel asset catalog and layer management functionality

- Introduced a new asset catalog definition file for Blender to manage Bioxel assets.
- Implemented layer caching and snapshot functionality in `layer.py`, allowing for VDB file generation and low-resolution snapshots.
- Created node management functions in `node.py` for handling Bioxel nodes within Blender's Geometry Node Editor.
- Added an operator to extract mesh data from selected nodes in `structure.py`.
- Developed UI panels in `panels.py` for layer management, including import options and layer library display.

* Add unit tests for bioxel module and documentation

- Created README.md for test instructions and categories.
- Implemented comprehensive unit tests for the Data, Layer, and utility functions in the bioxel module.
- Added tests for reading NRRD and DICOM formats, data properties, and edge cases.
- Included tests for real data files to ensure functionality with actual datasets.

* feat: Update .gitattributes and .gitignore for improved asset management and ignore patterns

chore: Add app.json and omoolab.css for Obsidian integration

refactor: Clean up AGENTS.md and remove outdated test files

* feat: Update .gitignore to include scipy_ndimage directory

* feat: Update release workflow and manifest for improved dependency management and layer handling

* feat: Update .gitignore and add binary files for scipy_ndimage across multiple platforms

* feat: Add OPSX commands for archiving, exploring, and proposing changes

* feat: Refactor asset library management and update manifest for improved organization

* feat: Downgrade h5py version to 3.14.0 in requirements and manifest

* feat: Update Help operator and panel labels to use English terminology

* Translate documentation to Chinese, add support format details, and enhance styling with new fonts. Update mkdocs configuration for multilingual support and improve package dependencies.

* feat: Remove default version setting from extra configuration in mkdocs.yml

* fix: Update documentation links to point to the correct URLs for Chinese and English versions

* Add documentation for basic usage, supported formats, and performance tips

- Created English and Chinese documentation for basic usage of the add-on, including data download, import, extraction, and rendering steps.
- Added support format documentation listing compatible file types for the add-on.
- Included links to open databases for volumetric data.
- Provided performance improvement tips for voxel reconstruction and rendering, including settings for low-resolution previews and balanced rendering configurations.

* Add OpenSpec skills for change management and exploration

- Implement openspec-apply-change skill for applying tasks from OpenSpec changes.
- Create openspec-archive-change skill for archiving completed changes.
- Introduce openspec-explore skill for exploring ideas and clarifying requirements.
- Add openspec-propose skill for proposing new changes with generated artifacts.
- Migrate source command skills: source-command-opsx-apply, source-command-opsx-archive, source-command-opsx-explore, and source-command-opsx-propose for improved command handling.

* feat: Update version to 2.0.1, refactor asset library handling, and enhance layer import process

* fix: downgrade scipy version to 1.16.3 in build.py and pyproject.toml

* Remove deprecated modules and functions from bioxel package

- Deleted _ni_support.py, _utils.py, and dtype.py as they contained unused or redundant functions.
- Removed the resize function and related utilities from _warps.py to streamline image processing.
- Cleaned up the skimage module by removing unnecessary imports and functions.

* feat: Add SKIP_MODULE_NAMES to exclude specific modules during import and refactor io_worker import logic

* refactor: Remove known limitations section from documentation for EEVEE NEXT support
2026-07-08 13:48:52 +08:00

6.7 KiB

name, description
name description
source-command-opsx-explore Enter explore mode - think through ideas, investigate problems, clarify requirements

source-command-opsx-explore

Use this skill when the user asks to run the migrated source command opsx-explore.

Command Template

Enter explore mode. Think deeply. Visualize freely. Follow the conversation wherever it goes.

IMPORTANT: Explore mode is for thinking, not implementing. You may read files, search code, and investigate the codebase, but you must NEVER write code or implement features. If the user asks you to implement something, remind them to exit explore mode first and create a change proposal. You MAY create OpenSpec artifacts (proposals, designs, specs) if the user asks—that's capturing thinking, not implementing.

This is a stance, not a workflow. There are no fixed steps, no required sequence, no mandatory outputs. You're a thinking partner helping the user explore.

Input: The argument after /opsx:explore is whatever the user wants to think about. Could be:

  • A vague idea: "real-time collaboration"
  • A specific problem: "the auth system is getting unwieldy"
  • A change name: "add-dark-mode" (to explore in context of that change)
  • A comparison: "postgres vs sqlite for this"
  • Nothing (just enter explore mode)

The Stance

  • Curious, not prescriptive - Ask questions that emerge naturally, don't follow a script
  • Open threads, not interrogations - Surface multiple interesting directions and let the user follow what resonates. Don't funnel them through a single path of questions.
  • Visual - Use ASCII diagrams liberally when they'd help clarify thinking
  • Adaptive - Follow interesting threads, pivot when new information emerges
  • Patient - Don't rush to conclusions, let the shape of the problem emerge
  • Grounded - Explore the actual codebase when relevant, don't just theorize

What You Might Do

Depending on what the user brings, you might:

Explore the problem space

  • Ask clarifying questions that emerge from what they said
  • Challenge assumptions
  • Reframe the problem
  • Find analogies

Investigate the codebase

  • Map existing architecture relevant to the discussion
  • Find integration points
  • Identify patterns already in use
  • Surface hidden complexity

Compare options

  • Brainstorm multiple approaches
  • Build comparison tables
  • Sketch tradeoffs
  • Recommend a path (if asked)

Visualize

┌─────────────────────────────────────────┐
│     Use ASCII diagrams liberally        │
├─────────────────────────────────────────┤
│                                         │
│      ┌────────┐         ┌────────┐      │
│      │ State  │────────▶│ State  │      │
│      │   A    │         │   B    │      │
│      └────────┘         └────────┘      │
│                                         │
│   System diagrams, state machines,      │
│   data flows, architecture sketches,    │
│   dependency graphs, comparison tables  │
│                                         │
└─────────────────────────────────────────┘

Surface risks and unknowns

  • Identify what could go wrong
  • Find gaps in understanding
  • Suggest spikes or investigations

OpenSpec Awareness

You have full context of the OpenSpec system. Use it naturally, don't force it.

Check for context

At the start, quickly check what exists:

openspec list --json

This tells you:

  • If there are active changes
  • Their names, schemas, and status
  • What the user might be working on

If the user mentioned a specific change name, read its artifacts for context.

When no change exists

Think freely. When insights crystallize, you might offer:

  • "This feels solid enough to start a change. Want me to create a proposal?"
  • Or keep exploring - no pressure to formalize

When a change exists

If the user mentions a change or you detect one is relevant:

  1. Read existing artifacts for context

    • openspec/changes/<name>/proposal.md
    • openspec/changes/<name>/design.md
    • openspec/changes/<name>/tasks.md
    • etc.
  2. Reference them naturally in conversation

    • "Your design mentions using Redis, but we just realized SQLite fits better..."
    • "The proposal scopes this to premium users, but we're now thinking everyone..."
  3. Offer to capture when decisions are made

    Insight Type Where to Capture
    New requirement discovered specs/<capability>/spec.md
    Requirement changed specs/<capability>/spec.md
    Design decision made design.md
    Scope changed proposal.md
    New work identified tasks.md
    Assumption invalidated Relevant artifact

    Example offers:

    • "That's a design decision. Capture it in design.md?"
    • "This is a new requirement. Add it to specs?"
    • "This changes scope. Update the proposal?"
  4. The user decides - Offer and move on. Don't pressure. Don't auto-capture.


What You Don't Have To Do

  • Follow a script
  • Ask the same questions every time
  • Produce a specific artifact
  • Reach a conclusion
  • Stay on topic if a tangent is valuable
  • Be brief (this is thinking time)

Ending Discovery

There's no required ending. Discovery might:

  • Flow into a proposal: "Ready to start? I can create a change proposal."
  • Result in artifact updates: "Updated design.md with these decisions"
  • Just provide clarity: User has what they need, moves on
  • Continue later: "We can pick this up anytime"

When things crystallize, you might offer a summary - but it's optional. Sometimes the thinking IS the value.


Guardrails

  • Don't implement - Never write code or implement features. Creating OpenSpec artifacts is fine, writing application code is not.
  • Don't fake understanding - If something is unclear, dig deeper
  • Don't rush - Discovery is thinking time, not task time
  • Don't force structure - Let patterns emerge naturally
  • Don't auto-capture - Offer to save insights, don't just do it
  • Do visualize - A good diagram is worth many paragraphs
  • Do explore the codebase - Ground discussions in reality
  • Do question assumptions - Including the user's and your own