feat(opsx): add OpenSpec workflow commands and skills

This commit is contained in:
2026-03-07 14:53:36 +08:00
parent e832f9d656
commit bf02a05ffc
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---
name: "OPSX: Apply"
description: Implement tasks from an OpenSpec change (Experimental)
category: Workflow
tags: [workflow, artifacts, experimental]
---
Implement tasks from an OpenSpec change.
**Input**: Optionally specify a change name (e.g., `/opsx:apply add-auth`). If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **Select the change**
If a name is provided, use it. Otherwise:
- Infer from conversation context if the user mentioned a change
- Auto-select if only one active change exists
- If ambiguous, run `openspec list --json` to get available changes and use the **AskUserQuestion tool** to let the user select
Always announce: "Using change: <name>" and how to override (e.g., `/opsx:apply <other>`).
2. **Check status to understand the schema**
```bash
openspec status --change "<name>" --json
```
Parse the JSON to understand:
- `schemaName`: The workflow being used (e.g., "spec-driven")
- Which artifact contains the tasks (typically "tasks" for spec-driven, check status for others)
3. **Get apply instructions**
```bash
openspec instructions apply --change "<name>" --json
```
This returns:
- Context file paths (varies by schema)
- Progress (total, complete, remaining)
- Task list with status
- Dynamic instruction based on current state
**Handle states:**
- If `state: "blocked"` (missing artifacts): show message, suggest using `/opsx:continue`
- If `state: "all_done"`: congratulate, suggest archive
- Otherwise: proceed to implementation
4. **Read context files**
Read the files listed in `contextFiles` from the apply instructions output.
The files depend on the schema being used:
- **spec-driven**: proposal, specs, design, tasks
- Other schemas: follow the contextFiles from CLI output
5. **Show current progress**
Display:
- Schema being used
- Progress: "N/M tasks complete"
- Remaining tasks overview
- Dynamic instruction from CLI
6. **Implement tasks (loop until done or blocked)**
For each pending task:
- Show which task is being worked on
- Make the code changes required
- Keep changes minimal and focused
- Mark task complete in the tasks file: `- [ ]` → `- [x]`
- Continue to next task
**Pause if:**
- Task is unclear → ask for clarification
- Implementation reveals a design issue → suggest updating artifacts
- Error or blocker encountered → report and wait for guidance
- User interrupts
7. **On completion or pause, show status**
Display:
- Tasks completed this session
- Overall progress: "N/M tasks complete"
- If all done: suggest archive
- If paused: explain why and wait for guidance
**Output During Implementation**
```
## Implementing: <change-name> (schema: <schema-name>)
Working on task 3/7: <task description>
[...implementation happening...]
✓ Task complete
Working on task 4/7: <task description>
[...implementation happening...]
✓ Task complete
```
**Output On Completion**
```
## Implementation Complete
**Change:** <change-name>
**Schema:** <schema-name>
**Progress:** 7/7 tasks complete ✓
### Completed This Session
- [x] Task 1
- [x] Task 2
...
All tasks complete! You can archive this change with `/opsx:archive`.
```
**Output On Pause (Issue Encountered)**
```
## Implementation Paused
**Change:** <change-name>
**Schema:** <schema-name>
**Progress:** 4/7 tasks complete
### Issue Encountered
<description of the issue>
**Options:**
1. <option 1>
2. <option 2>
3. Other approach
What would you like to do?
```
**Guardrails**
- Keep going through tasks until done or blocked
- Always read context files before starting (from the apply instructions output)
- If task is ambiguous, pause and ask before implementing
- If implementation reveals issues, pause and suggest artifact updates
- Keep code changes minimal and scoped to each task
- Update task checkbox immediately after completing each task
- Pause on errors, blockers, or unclear requirements - don't guess
- Use contextFiles from CLI output, don't assume specific file names
**Fluid Workflow Integration**
This skill supports the "actions on a change" model:
- **Can be invoked anytime**: Before all artifacts are done (if tasks exist), after partial implementation, interleaved with other actions
- **Allows artifact updates**: If implementation reveals design issues, suggest updating artifacts - not phase-locked, work fluidly

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---
name: "OPSX: Archive"
description: Archive a completed change in the experimental workflow
category: Workflow
tags: [workflow, archive, experimental]
---
Archive a completed change in the experimental workflow.
**Input**: Optionally specify a change name after `/opsx:archive` (e.g., `/opsx:archive add-auth`). If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **If no change name provided, prompt for selection**
Run `openspec list --json` to get available changes. Use the **AskUserQuestion tool** to let the user select.
Show only active changes (not already archived).
Include the schema used for each change if available.
**IMPORTANT**: Do NOT guess or auto-select a change. Always let the user choose.
2. **Check artifact completion status**
Run `openspec status --change "<name>" --json` to check artifact completion.
Parse the JSON to understand:
- `schemaName`: The workflow being used
- `artifacts`: List of artifacts with their status (`done` or other)
**If any artifacts are not `done`:**
- Display warning listing incomplete artifacts
- Prompt user for confirmation to continue
- Proceed if user confirms
3. **Check task completion status**
Read the tasks file (typically `tasks.md`) to check for incomplete tasks.
Count tasks marked with `- [ ]` (incomplete) vs `- [x]` (complete).
**If incomplete tasks found:**
- Display warning showing count of incomplete tasks
- Prompt user for confirmation to continue
- Proceed if user confirms
**If no tasks file exists:** Proceed without task-related warning.
4. **Assess delta spec sync state**
Check for delta specs at `openspec/changes/<name>/specs/`. If none exist, proceed without sync prompt.
**If delta specs exist:**
- Compare each delta spec with its corresponding main spec at `openspec/specs/<capability>/spec.md`
- Determine what changes would be applied (adds, modifications, removals, renames)
- Show a combined summary before prompting
**Prompt options:**
- If changes needed: "Sync now (recommended)", "Archive without syncing"
- If already synced: "Archive now", "Sync anyway", "Cancel"
If user chooses sync, use Task tool (subagent_type: "general-purpose", prompt: "Use Skill tool to invoke openspec-sync-specs for change '<name>'. Delta spec analysis: <include the analyzed delta spec summary>"). Proceed to archive regardless of choice.
5. **Perform the archive**
Create the archive directory if it doesn't exist:
```bash
mkdir -p openspec/changes/archive
```
Generate target name using current date: `YYYY-MM-DD-<change-name>`
**Check if target already exists:**
- If yes: Fail with error, suggest renaming existing archive or using different date
- If no: Move the change directory to archive
```bash
mv openspec/changes/<name> openspec/changes/archive/YYYY-MM-DD-<name>
```
6. **Display summary**
Show archive completion summary including:
- Change name
- Schema that was used
- Archive location
- Spec sync status (synced / sync skipped / no delta specs)
- Note about any warnings (incomplete artifacts/tasks)
**Output On Success**
```
## Archive Complete
**Change:** <change-name>
**Schema:** <schema-name>
**Archived to:** openspec/changes/archive/YYYY-MM-DD-<name>/
**Specs:** ✓ Synced to main specs
All artifacts complete. All tasks complete.
```
**Output On Success (No Delta Specs)**
```
## Archive Complete
**Change:** <change-name>
**Schema:** <schema-name>
**Archived to:** openspec/changes/archive/YYYY-MM-DD-<name>/
**Specs:** No delta specs
All artifacts complete. All tasks complete.
```
**Output On Success With Warnings**
```
## Archive Complete (with warnings)
**Change:** <change-name>
**Schema:** <schema-name>
**Archived to:** openspec/changes/archive/YYYY-MM-DD-<name>/
**Specs:** Sync skipped (user chose to skip)
**Warnings:**
- Archived with 2 incomplete artifacts
- Archived with 3 incomplete tasks
- Delta spec sync was skipped (user chose to skip)
Review the archive if this was not intentional.
```
**Output On Error (Archive Exists)**
```
## Archive Failed
**Change:** <change-name>
**Target:** openspec/changes/archive/YYYY-MM-DD-<name>/
Target archive directory already exists.
**Options:**
1. Rename the existing archive
2. Delete the existing archive if it's a duplicate
3. Wait until a different date to archive
```
**Guardrails**
- Always prompt for change selection if not provided
- Use artifact graph (openspec status --json) for completion checking
- Don't block archive on warnings - just inform and confirm
- Preserve .openspec.yaml when moving to archive (it moves with the directory)
- Show clear summary of what happened
- If sync is requested, use the Skill tool to invoke `openspec-sync-specs` (agent-driven)
- If delta specs exist, always run the sync assessment and show the combined summary before prompting

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---
name: "OPSX: Explore"
description: "Enter explore mode - think through ideas, investigate problems, clarify requirements"
category: Workflow
tags: [workflow, explore, experimental, thinking]
---
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:
```bash
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

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---
name: "OPSX: Propose"
description: Propose a new change - create it and generate all artifacts in one step
category: Workflow
tags: [workflow, artifacts, experimental]
---
Propose a new change - create the change and generate all artifacts in one step.
I'll create a change with artifacts:
- proposal.md (what & why)
- design.md (how)
- tasks.md (implementation steps)
When ready to implement, run /opsx:apply
---
**Input**: The argument after `/opsx:propose` is the change name (kebab-case), OR a description of what the user wants to build.
**Steps**
1. **If no input provided, ask what they want to build**
Use the **AskUserQuestion tool** (open-ended, no preset options) to ask:
> "What change do you want to work on? Describe what you want to build or fix."
From their description, derive a kebab-case name (e.g., "add user authentication" → `add-user-auth`).
**IMPORTANT**: Do NOT proceed without understanding what the user wants to build.
2. **Create the change directory**
```bash
openspec new change "<name>"
```
This creates a scaffolded change at `openspec/changes/<name>/` with `.openspec.yaml`.
3. **Get the artifact build order**
```bash
openspec status --change "<name>" --json
```
Parse the JSON to get:
- `applyRequires`: array of artifact IDs needed before implementation (e.g., `["tasks"]`)
- `artifacts`: list of all artifacts with their status and dependencies
4. **Create artifacts in sequence until apply-ready**
Use the **TodoWrite tool** to track progress through the artifacts.
Loop through artifacts in dependency order (artifacts with no pending dependencies first):
a. **For each artifact that is `ready` (dependencies satisfied)**:
- Get instructions:
```bash
openspec instructions <artifact-id> --change "<name>" --json
```
- The instructions JSON includes:
- `context`: Project background (constraints for you - do NOT include in output)
- `rules`: Artifact-specific rules (constraints for you - do NOT include in output)
- `template`: The structure to use for your output file
- `instruction`: Schema-specific guidance for this artifact type
- `outputPath`: Where to write the artifact
- `dependencies`: Completed artifacts to read for context
- Read any completed dependency files for context
- Create the artifact file using `template` as the structure
- Apply `context` and `rules` as constraints - but do NOT copy them into the file
- Show brief progress: "Created <artifact-id>"
b. **Continue until all `applyRequires` artifacts are complete**
- After creating each artifact, re-run `openspec status --change "<name>" --json`
- Check if every artifact ID in `applyRequires` has `status: "done"` in the artifacts array
- Stop when all `applyRequires` artifacts are done
c. **If an artifact requires user input** (unclear context):
- Use **AskUserQuestion tool** to clarify
- Then continue with creation
5. **Show final status**
```bash
openspec status --change "<name>"
```
**Output**
After completing all artifacts, summarize:
- Change name and location
- List of artifacts created with brief descriptions
- What's ready: "All artifacts created! Ready for implementation."
- Prompt: "Run `/opsx:apply` to start implementing."
**Artifact Creation Guidelines**
- Follow the `instruction` field from `openspec instructions` for each artifact type
- The schema defines what each artifact should contain - follow it
- Read dependency artifacts for context before creating new ones
- Use `template` as the structure for your output file - fill in its sections
- **IMPORTANT**: `context` and `rules` are constraints for YOU, not content for the file
- Do NOT copy `<context>`, `<rules>`, `<project_context>` blocks into the artifact
- These guide what you write, but should never appear in the output
**Guardrails**
- Create ALL artifacts needed for implementation (as defined by schema's `apply.requires`)
- Always read dependency artifacts before creating a new one
- If context is critically unclear, ask the user - but prefer making reasonable decisions to keep momentum
- If a change with that name already exists, ask if user wants to continue it or create a new one
- Verify each artifact file exists after writing before proceeding to next

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---
name: openspec-apply-change
description: Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
license: MIT
compatibility: Requires openspec CLI.
metadata:
author: openspec
version: "1.0"
generatedBy: "1.2.0"
---
Implement tasks from an OpenSpec change.
**Input**: Optionally specify a change name. If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **Select the change**
If a name is provided, use it. Otherwise:
- Infer from conversation context if the user mentioned a change
- Auto-select if only one active change exists
- If ambiguous, run `openspec list --json` to get available changes and use the **AskUserQuestion tool** to let the user select
Always announce: "Using change: <name>" and how to override (e.g., `/opsx:apply <other>`).
2. **Check status to understand the schema**
```bash
openspec status --change "<name>" --json
```
Parse the JSON to understand:
- `schemaName`: The workflow being used (e.g., "spec-driven")
- Which artifact contains the tasks (typically "tasks" for spec-driven, check status for others)
3. **Get apply instructions**
```bash
openspec instructions apply --change "<name>" --json
```
This returns:
- Context file paths (varies by schema - could be proposal/specs/design/tasks or spec/tests/implementation/docs)
- Progress (total, complete, remaining)
- Task list with status
- Dynamic instruction based on current state
**Handle states:**
- If `state: "blocked"` (missing artifacts): show message, suggest using openspec-continue-change
- If `state: "all_done"`: congratulate, suggest archive
- Otherwise: proceed to implementation
4. **Read context files**
Read the files listed in `contextFiles` from the apply instructions output.
The files depend on the schema being used:
- **spec-driven**: proposal, specs, design, tasks
- Other schemas: follow the contextFiles from CLI output
5. **Show current progress**
Display:
- Schema being used
- Progress: "N/M tasks complete"
- Remaining tasks overview
- Dynamic instruction from CLI
6. **Implement tasks (loop until done or blocked)**
For each pending task:
- Show which task is being worked on
- Make the code changes required
- Keep changes minimal and focused
- Mark task complete in the tasks file: `- [ ]` → `- [x]`
- Continue to next task
**Pause if:**
- Task is unclear → ask for clarification
- Implementation reveals a design issue → suggest updating artifacts
- Error or blocker encountered → report and wait for guidance
- User interrupts
7. **On completion or pause, show status**
Display:
- Tasks completed this session
- Overall progress: "N/M tasks complete"
- If all done: suggest archive
- If paused: explain why and wait for guidance
**Output During Implementation**
```
## Implementing: <change-name> (schema: <schema-name>)
Working on task 3/7: <task description>
[...implementation happening...]
✓ Task complete
Working on task 4/7: <task description>
[...implementation happening...]
✓ Task complete
```
**Output On Completion**
```
## Implementation Complete
**Change:** <change-name>
**Schema:** <schema-name>
**Progress:** 7/7 tasks complete ✓
### Completed This Session
- [x] Task 1
- [x] Task 2
...
All tasks complete! Ready to archive this change.
```
**Output On Pause (Issue Encountered)**
```
## Implementation Paused
**Change:** <change-name>
**Schema:** <schema-name>
**Progress:** 4/7 tasks complete
### Issue Encountered
<description of the issue>
**Options:**
1. <option 1>
2. <option 2>
3. Other approach
What would you like to do?
```
**Guardrails**
- Keep going through tasks until done or blocked
- Always read context files before starting (from the apply instructions output)
- If task is ambiguous, pause and ask before implementing
- If implementation reveals issues, pause and suggest artifact updates
- Keep code changes minimal and scoped to each task
- Update task checkbox immediately after completing each task
- Pause on errors, blockers, or unclear requirements - don't guess
- Use contextFiles from CLI output, don't assume specific file names
**Fluid Workflow Integration**
This skill supports the "actions on a change" model:
- **Can be invoked anytime**: Before all artifacts are done (if tasks exist), after partial implementation, interleaved with other actions
- **Allows artifact updates**: If implementation reveals design issues, suggest updating artifacts - not phase-locked, work fluidly

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---
name: openspec-archive-change
description: Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
license: MIT
compatibility: Requires openspec CLI.
metadata:
author: openspec
version: "1.0"
generatedBy: "1.2.0"
---
Archive a completed change in the experimental workflow.
**Input**: Optionally specify a change name. If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **If no change name provided, prompt for selection**
Run `openspec list --json` to get available changes. Use the **AskUserQuestion tool** to let the user select.
Show only active changes (not already archived).
Include the schema used for each change if available.
**IMPORTANT**: Do NOT guess or auto-select a change. Always let the user choose.
2. **Check artifact completion status**
Run `openspec status --change "<name>" --json` to check artifact completion.
Parse the JSON to understand:
- `schemaName`: The workflow being used
- `artifacts`: List of artifacts with their status (`done` or other)
**If any artifacts are not `done`:**
- Display warning listing incomplete artifacts
- Use **AskUserQuestion tool** to confirm user wants to proceed
- Proceed if user confirms
3. **Check task completion status**
Read the tasks file (typically `tasks.md`) to check for incomplete tasks.
Count tasks marked with `- [ ]` (incomplete) vs `- [x]` (complete).
**If incomplete tasks found:**
- Display warning showing count of incomplete tasks
- Use **AskUserQuestion tool** to confirm user wants to proceed
- Proceed if user confirms
**If no tasks file exists:** Proceed without task-related warning.
4. **Assess delta spec sync state**
Check for delta specs at `openspec/changes/<name>/specs/`. If none exist, proceed without sync prompt.
**If delta specs exist:**
- Compare each delta spec with its corresponding main spec at `openspec/specs/<capability>/spec.md`
- Determine what changes would be applied (adds, modifications, removals, renames)
- Show a combined summary before prompting
**Prompt options:**
- If changes needed: "Sync now (recommended)", "Archive without syncing"
- If already synced: "Archive now", "Sync anyway", "Cancel"
If user chooses sync, use Task tool (subagent_type: "general-purpose", prompt: "Use Skill tool to invoke openspec-sync-specs for change '<name>'. Delta spec analysis: <include the analyzed delta spec summary>"). Proceed to archive regardless of choice.
5. **Perform the archive**
Create the archive directory if it doesn't exist:
```bash
mkdir -p openspec/changes/archive
```
Generate target name using current date: `YYYY-MM-DD-<change-name>`
**Check if target already exists:**
- If yes: Fail with error, suggest renaming existing archive or using different date
- If no: Move the change directory to archive
```bash
mv openspec/changes/<name> openspec/changes/archive/YYYY-MM-DD-<name>
```
6. **Display summary**
Show archive completion summary including:
- Change name
- Schema that was used
- Archive location
- Whether specs were synced (if applicable)
- Note about any warnings (incomplete artifacts/tasks)
**Output On Success**
```
## Archive Complete
**Change:** <change-name>
**Schema:** <schema-name>
**Archived to:** openspec/changes/archive/YYYY-MM-DD-<name>/
**Specs:** ✓ Synced to main specs (or "No delta specs" or "Sync skipped")
All artifacts complete. All tasks complete.
```
**Guardrails**
- Always prompt for change selection if not provided
- Use artifact graph (openspec status --json) for completion checking
- Don't block archive on warnings - just inform and confirm
- Preserve .openspec.yaml when moving to archive (it moves with the directory)
- Show clear summary of what happened
- If sync is requested, use openspec-sync-specs approach (agent-driven)
- If delta specs exist, always run the sync assessment and show the combined summary before prompting

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---
name: openspec-explore
description: Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.
license: MIT
compatibility: Requires openspec CLI.
metadata:
author: openspec
version: "1.0"
generatedBy: "1.2.0"
---
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.
---
## 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:
```bash
openspec list --json
```
This tells you:
- If there are active changes
- Their names, schemas, and status
- What the user might be working on
### 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)
---
## Handling Different Entry Points
**User brings a vague idea:**
```
User: I'm thinking about adding real-time collaboration
You: Real-time collab is a big space. Let me think about this...
COLLABORATION SPECTRUM
════════════════════════════════════════════
Awareness Coordination Sync
│ │ │
▼ ▼ ▼
┌────────┐ ┌────────┐ ┌────────┐
│Presence│ │Cursors │ │ CRDT │
│ "3 │ │ Multi │ │Conflict│
│online" │ │ select │ │ free │
└────────┘ └────────┘ └────────┘
│ │ │
trivial moderate complex
Where's your head at?
```
**User brings a specific problem:**
```
User: The auth system is a mess
You: [reads codebase]
┌─────────────────────────────────────────────┐
│ CURRENT AUTH FLOW │
└─────────────────────────────────────────────┘
┌─────────────┼─────────────┐
▼ ▼ ▼
┌─────────┐ ┌─────────┐ ┌─────────┐
│ Google │ │ GitHub │ │ Email │
│ OAuth │ │ OAuth │ │ Magic │
└────┬────┘ └────┬────┘ └────┬────┘
│ │ │
└─────────────┼─────────────┘
┌───────────┐
│ Session │
└─────┬─────┘
┌───────────┐
│ Perms │
└───────────┘
I see three tangles. Which one's burning?
```
**User is stuck mid-implementation:**
```
User: /opsx:explore add-auth-system
The OAuth integration is more complex than expected
You: [reads change artifacts]
You're on task 4: "Implement OAuth flow"
Let me trace what's involved...
[draws diagram, explores options, suggests paths]
Want to update the design to reflect this?
Or add a spike task to investigate?
```
**User wants to compare options:**
```
User: Should we use Postgres or SQLite?
You: Generic answer is boring. What's the context?
User: A CLI tool that tracks local dev environments
You: That changes everything.
┌─────────────────────────────────────────────────┐
│ CLI TOOL DATA STORAGE │
└─────────────────────────────────────────────────┘
Key constraints:
• No daemon running
• Must work offline
• Single user
SQLite Postgres
Deployment embedded ✓ needs server ✗
Offline yes ✓ no ✗
Single file yes ✓ no ✗
SQLite. Not even close.
Unless... is there a sync component?
```
---
## 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 it feels like things are crystallizing, you might summarize:
```
## What We Figured Out
**The problem**: [crystallized understanding]
**The approach**: [if one emerged]
**Open questions**: [if any remain]
**Next steps** (if ready):
- Create a change proposal
- Keep exploring: just keep talking
```
But this summary is 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

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@@ -0,0 +1,110 @@
---
name: openspec-propose
description: Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.
license: MIT
compatibility: Requires openspec CLI.
metadata:
author: openspec
version: "1.0"
generatedBy: "1.2.0"
---
Propose a new change - create the change and generate all artifacts in one step.
I'll create a change with artifacts:
- proposal.md (what & why)
- design.md (how)
- tasks.md (implementation steps)
When ready to implement, run /opsx:apply
---
**Input**: The user's request should include a change name (kebab-case) OR a description of what they want to build.
**Steps**
1. **If no clear input provided, ask what they want to build**
Use the **AskUserQuestion tool** (open-ended, no preset options) to ask:
> "What change do you want to work on? Describe what you want to build or fix."
From their description, derive a kebab-case name (e.g., "add user authentication" → `add-user-auth`).
**IMPORTANT**: Do NOT proceed without understanding what the user wants to build.
2. **Create the change directory**
```bash
openspec new change "<name>"
```
This creates a scaffolded change at `openspec/changes/<name>/` with `.openspec.yaml`.
3. **Get the artifact build order**
```bash
openspec status --change "<name>" --json
```
Parse the JSON to get:
- `applyRequires`: array of artifact IDs needed before implementation (e.g., `["tasks"]`)
- `artifacts`: list of all artifacts with their status and dependencies
4. **Create artifacts in sequence until apply-ready**
Use the **TodoWrite tool** to track progress through the artifacts.
Loop through artifacts in dependency order (artifacts with no pending dependencies first):
a. **For each artifact that is `ready` (dependencies satisfied)**:
- Get instructions:
```bash
openspec instructions <artifact-id> --change "<name>" --json
```
- The instructions JSON includes:
- `context`: Project background (constraints for you - do NOT include in output)
- `rules`: Artifact-specific rules (constraints for you - do NOT include in output)
- `template`: The structure to use for your output file
- `instruction`: Schema-specific guidance for this artifact type
- `outputPath`: Where to write the artifact
- `dependencies`: Completed artifacts to read for context
- Read any completed dependency files for context
- Create the artifact file using `template` as the structure
- Apply `context` and `rules` as constraints - but do NOT copy them into the file
- Show brief progress: "Created <artifact-id>"
b. **Continue until all `applyRequires` artifacts are complete**
- After creating each artifact, re-run `openspec status --change "<name>" --json`
- Check if every artifact ID in `applyRequires` has `status: "done"` in the artifacts array
- Stop when all `applyRequires` artifacts are done
c. **If an artifact requires user input** (unclear context):
- Use **AskUserQuestion tool** to clarify
- Then continue with creation
5. **Show final status**
```bash
openspec status --change "<name>"
```
**Output**
After completing all artifacts, summarize:
- Change name and location
- List of artifacts created with brief descriptions
- What's ready: "All artifacts created! Ready for implementation."
- Prompt: "Run `/opsx:apply` or ask me to implement to start working on the tasks."
**Artifact Creation Guidelines**
- Follow the `instruction` field from `openspec instructions` for each artifact type
- The schema defines what each artifact should contain - follow it
- Read dependency artifacts for context before creating new ones
- Use `template` as the structure for your output file - fill in its sections
- **IMPORTANT**: `context` and `rules` are constraints for YOU, not content for the file
- Do NOT copy `<context>`, `<rules>`, `<project_context>` blocks into the artifact
- These guide what you write, but should never appear in the output
**Guardrails**
- Create ALL artifacts needed for implementation (as defined by schema's `apply.requires`)
- Always read dependency artifacts before creating a new one
- If context is critically unclear, ask the user - but prefer making reasonable decisions to keep momentum
- If a change with that name already exists, ask if user wants to continue it or create a new one
- Verify each artifact file exists after writing before proceeding to next

5
.gitignore vendored
View File

@@ -211,9 +211,10 @@ datasets/
data/
deps/
outputs/
# Vibe Coding
.sisyphus
.claude/
CLAUDE.md
.claude/settings.local.json
# Devenv
.devenv*

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@@ -0,0 +1,149 @@
---
description: Implement tasks from an OpenSpec change (Experimental)
---
Implement tasks from an OpenSpec change.
**Input**: Optionally specify a change name (e.g., `/opsx-apply add-auth`). If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **Select the change**
If a name is provided, use it. Otherwise:
- Infer from conversation context if the user mentioned a change
- Auto-select if only one active change exists
- If ambiguous, run `openspec list --json` to get available changes and use the **AskUserQuestion tool** to let the user select
Always announce: "Using change: <name>" and how to override (e.g., `/opsx-apply <other>`).
2. **Check status to understand the schema**
```bash
openspec status --change "<name>" --json
```
Parse the JSON to understand:
- `schemaName`: The workflow being used (e.g., "spec-driven")
- Which artifact contains the tasks (typically "tasks" for spec-driven, check status for others)
3. **Get apply instructions**
```bash
openspec instructions apply --change "<name>" --json
```
This returns:
- Context file paths (varies by schema)
- Progress (total, complete, remaining)
- Task list with status
- Dynamic instruction based on current state
**Handle states:**
- If `state: "blocked"` (missing artifacts): show message, suggest using `/opsx-continue`
- If `state: "all_done"`: congratulate, suggest archive
- Otherwise: proceed to implementation
4. **Read context files**
Read the files listed in `contextFiles` from the apply instructions output.
The files depend on the schema being used:
- **spec-driven**: proposal, specs, design, tasks
- Other schemas: follow the contextFiles from CLI output
5. **Show current progress**
Display:
- Schema being used
- Progress: "N/M tasks complete"
- Remaining tasks overview
- Dynamic instruction from CLI
6. **Implement tasks (loop until done or blocked)**
For each pending task:
- Show which task is being worked on
- Make the code changes required
- Keep changes minimal and focused
- Mark task complete in the tasks file: `- [ ]` → `- [x]`
- Continue to next task
**Pause if:**
- Task is unclear → ask for clarification
- Implementation reveals a design issue → suggest updating artifacts
- Error or blocker encountered → report and wait for guidance
- User interrupts
7. **On completion or pause, show status**
Display:
- Tasks completed this session
- Overall progress: "N/M tasks complete"
- If all done: suggest archive
- If paused: explain why and wait for guidance
**Output During Implementation**
```
## Implementing: <change-name> (schema: <schema-name>)
Working on task 3/7: <task description>
[...implementation happening...]
✓ Task complete
Working on task 4/7: <task description>
[...implementation happening...]
✓ Task complete
```
**Output On Completion**
```
## Implementation Complete
**Change:** <change-name>
**Schema:** <schema-name>
**Progress:** 7/7 tasks complete ✓
### Completed This Session
- [x] Task 1
- [x] Task 2
...
All tasks complete! You can archive this change with `/opsx-archive`.
```
**Output On Pause (Issue Encountered)**
```
## Implementation Paused
**Change:** <change-name>
**Schema:** <schema-name>
**Progress:** 4/7 tasks complete
### Issue Encountered
<description of the issue>
**Options:**
1. <option 1>
2. <option 2>
3. Other approach
What would you like to do?
```
**Guardrails**
- Keep going through tasks until done or blocked
- Always read context files before starting (from the apply instructions output)
- If task is ambiguous, pause and ask before implementing
- If implementation reveals issues, pause and suggest artifact updates
- Keep code changes minimal and scoped to each task
- Update task checkbox immediately after completing each task
- Pause on errors, blockers, or unclear requirements - don't guess
- Use contextFiles from CLI output, don't assume specific file names
**Fluid Workflow Integration**
This skill supports the "actions on a change" model:
- **Can be invoked anytime**: Before all artifacts are done (if tasks exist), after partial implementation, interleaved with other actions
- **Allows artifact updates**: If implementation reveals design issues, suggest updating artifacts - not phase-locked, work fluidly

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@@ -0,0 +1,154 @@
---
description: Archive a completed change in the experimental workflow
---
Archive a completed change in the experimental workflow.
**Input**: Optionally specify a change name after `/opsx-archive` (e.g., `/opsx-archive add-auth`). If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **If no change name provided, prompt for selection**
Run `openspec list --json` to get available changes. Use the **AskUserQuestion tool** to let the user select.
Show only active changes (not already archived).
Include the schema used for each change if available.
**IMPORTANT**: Do NOT guess or auto-select a change. Always let the user choose.
2. **Check artifact completion status**
Run `openspec status --change "<name>" --json` to check artifact completion.
Parse the JSON to understand:
- `schemaName`: The workflow being used
- `artifacts`: List of artifacts with their status (`done` or other)
**If any artifacts are not `done`:**
- Display warning listing incomplete artifacts
- Prompt user for confirmation to continue
- Proceed if user confirms
3. **Check task completion status**
Read the tasks file (typically `tasks.md`) to check for incomplete tasks.
Count tasks marked with `- [ ]` (incomplete) vs `- [x]` (complete).
**If incomplete tasks found:**
- Display warning showing count of incomplete tasks
- Prompt user for confirmation to continue
- Proceed if user confirms
**If no tasks file exists:** Proceed without task-related warning.
4. **Assess delta spec sync state**
Check for delta specs at `openspec/changes/<name>/specs/`. If none exist, proceed without sync prompt.
**If delta specs exist:**
- Compare each delta spec with its corresponding main spec at `openspec/specs/<capability>/spec.md`
- Determine what changes would be applied (adds, modifications, removals, renames)
- Show a combined summary before prompting
**Prompt options:**
- If changes needed: "Sync now (recommended)", "Archive without syncing"
- If already synced: "Archive now", "Sync anyway", "Cancel"
If user chooses sync, use Task tool (subagent_type: "general-purpose", prompt: "Use Skill tool to invoke openspec-sync-specs for change '<name>'. Delta spec analysis: <include the analyzed delta spec summary>"). Proceed to archive regardless of choice.
5. **Perform the archive**
Create the archive directory if it doesn't exist:
```bash
mkdir -p openspec/changes/archive
```
Generate target name using current date: `YYYY-MM-DD-<change-name>`
**Check if target already exists:**
- If yes: Fail with error, suggest renaming existing archive or using different date
- If no: Move the change directory to archive
```bash
mv openspec/changes/<name> openspec/changes/archive/YYYY-MM-DD-<name>
```
6. **Display summary**
Show archive completion summary including:
- Change name
- Schema that was used
- Archive location
- Spec sync status (synced / sync skipped / no delta specs)
- Note about any warnings (incomplete artifacts/tasks)
**Output On Success**
```
## Archive Complete
**Change:** <change-name>
**Schema:** <schema-name>
**Archived to:** openspec/changes/archive/YYYY-MM-DD-<name>/
**Specs:** ✓ Synced to main specs
All artifacts complete. All tasks complete.
```
**Output On Success (No Delta Specs)**
```
## Archive Complete
**Change:** <change-name>
**Schema:** <schema-name>
**Archived to:** openspec/changes/archive/YYYY-MM-DD-<name>/
**Specs:** No delta specs
All artifacts complete. All tasks complete.
```
**Output On Success With Warnings**
```
## Archive Complete (with warnings)
**Change:** <change-name>
**Schema:** <schema-name>
**Archived to:** openspec/changes/archive/YYYY-MM-DD-<name>/
**Specs:** Sync skipped (user chose to skip)
**Warnings:**
- Archived with 2 incomplete artifacts
- Archived with 3 incomplete tasks
- Delta spec sync was skipped (user chose to skip)
Review the archive if this was not intentional.
```
**Output On Error (Archive Exists)**
```
## Archive Failed
**Change:** <change-name>
**Target:** openspec/changes/archive/YYYY-MM-DD-<name>/
Target archive directory already exists.
**Options:**
1. Rename the existing archive
2. Delete the existing archive if it's a duplicate
3. Wait until a different date to archive
```
**Guardrails**
- Always prompt for change selection if not provided
- Use artifact graph (openspec status --json) for completion checking
- Don't block archive on warnings - just inform and confirm
- Preserve .openspec.yaml when moving to archive (it moves with the directory)
- Show clear summary of what happened
- If sync is requested, use the Skill tool to invoke `openspec-sync-specs` (agent-driven)
- If delta specs exist, always run the sync assessment and show the combined summary before prompting

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@@ -0,0 +1,170 @@
---
description: Enter explore mode - think through ideas, investigate problems, clarify requirements
---
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:
```bash
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

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@@ -0,0 +1,103 @@
---
description: Propose a new change - create it and generate all artifacts in one step
---
Propose a new change - create the change and generate all artifacts in one step.
I'll create a change with artifacts:
- proposal.md (what & why)
- design.md (how)
- tasks.md (implementation steps)
When ready to implement, run /opsx-apply
---
**Input**: The argument after `/opsx-propose` is the change name (kebab-case), OR a description of what the user wants to build.
**Steps**
1. **If no input provided, ask what they want to build**
Use the **AskUserQuestion tool** (open-ended, no preset options) to ask:
> "What change do you want to work on? Describe what you want to build or fix."
From their description, derive a kebab-case name (e.g., "add user authentication" → `add-user-auth`).
**IMPORTANT**: Do NOT proceed without understanding what the user wants to build.
2. **Create the change directory**
```bash
openspec new change "<name>"
```
This creates a scaffolded change at `openspec/changes/<name>/` with `.openspec.yaml`.
3. **Get the artifact build order**
```bash
openspec status --change "<name>" --json
```
Parse the JSON to get:
- `applyRequires`: array of artifact IDs needed before implementation (e.g., `["tasks"]`)
- `artifacts`: list of all artifacts with their status and dependencies
4. **Create artifacts in sequence until apply-ready**
Use the **TodoWrite tool** to track progress through the artifacts.
Loop through artifacts in dependency order (artifacts with no pending dependencies first):
a. **For each artifact that is `ready` (dependencies satisfied)**:
- Get instructions:
```bash
openspec instructions <artifact-id> --change "<name>" --json
```
- The instructions JSON includes:
- `context`: Project background (constraints for you - do NOT include in output)
- `rules`: Artifact-specific rules (constraints for you - do NOT include in output)
- `template`: The structure to use for your output file
- `instruction`: Schema-specific guidance for this artifact type
- `outputPath`: Where to write the artifact
- `dependencies`: Completed artifacts to read for context
- Read any completed dependency files for context
- Create the artifact file using `template` as the structure
- Apply `context` and `rules` as constraints - but do NOT copy them into the file
- Show brief progress: "Created <artifact-id>"
b. **Continue until all `applyRequires` artifacts are complete**
- After creating each artifact, re-run `openspec status --change "<name>" --json`
- Check if every artifact ID in `applyRequires` has `status: "done"` in the artifacts array
- Stop when all `applyRequires` artifacts are done
c. **If an artifact requires user input** (unclear context):
- Use **AskUserQuestion tool** to clarify
- Then continue with creation
5. **Show final status**
```bash
openspec status --change "<name>"
```
**Output**
After completing all artifacts, summarize:
- Change name and location
- List of artifacts created with brief descriptions
- What's ready: "All artifacts created! Ready for implementation."
- Prompt: "Run `/opsx-apply` to start implementing."
**Artifact Creation Guidelines**
- Follow the `instruction` field from `openspec instructions` for each artifact type
- The schema defines what each artifact should contain - follow it
- Read dependency artifacts for context before creating new ones
- Use `template` as the structure for your output file - fill in its sections
- **IMPORTANT**: `context` and `rules` are constraints for YOU, not content for the file
- Do NOT copy `<context>`, `<rules>`, `<project_context>` blocks into the artifact
- These guide what you write, but should never appear in the output
**Guardrails**
- Create ALL artifacts needed for implementation (as defined by schema's `apply.requires`)
- Always read dependency artifacts before creating a new one
- If context is critically unclear, ask the user - but prefer making reasonable decisions to keep momentum
- If a change with that name already exists, ask if user wants to continue it or create a new one
- Verify each artifact file exists after writing before proceeding to next

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@@ -0,0 +1,82 @@
/**
* Memorix — Cross-Agent Memory Bridge Plugin for OpenCode
*
* Automatically captures session context and tool usage,
* piping events to `memorix hook` for cross-agent memory persistence.
*
* Generated by: memorix installHooks('opencode', projectRoot)
* Docs: https://github.com/AVIDS2/memorix
*/
export const MemorixPlugin = async ({ project, client, $, directory, worktree }) => {
console.log('[memorix] plugin loaded, directory:', directory);
/** Pipe event JSON to memorix hook via temp file (Windows .cmd stdin workaround) */
async function runHook(payload) {
const tmpDir = Bun.env.TEMP || Bun.env.TMP || '/tmp';
const tmpPath = `${tmpDir}/memorix-hook-${Date.now()}.json`;
try {
const data = JSON.stringify(payload);
await Bun.write(tmpPath, data);
// cat | pipe works through .cmd wrappers; < redirect does NOT
await $`cat ${tmpPath} | memorix hook`.quiet().nothrow();
console.log('[memorix] hook fired:', payload.hook_event_name);
} catch (err) {
console.log('[memorix] hook error:', err?.message ?? err);
} finally {
try { const { unlinkSync } = await import('node:fs'); unlinkSync(tmpPath); } catch {}
}
}
return {
/** Catch-all event handler for session lifecycle + file events */
event: async ({ event }) => {
if (event.type === 'session.created') {
await runHook({
agent: 'opencode',
hook_event_name: 'session.created',
cwd: directory,
});
} else if (event.type === 'session.idle') {
await runHook({
agent: 'opencode',
hook_event_name: 'session.idle',
cwd: directory,
});
} else if (event.type === 'file.edited') {
await runHook({
agent: 'opencode',
hook_event_name: 'file.edited',
file_path: event.properties?.path ?? '',
cwd: directory,
});
} else if (event.type === 'command.executed') {
await runHook({
agent: 'opencode',
hook_event_name: 'command.executed',
command: event.properties?.command ?? '',
cwd: directory,
});
}
},
/** Record tool usage after execution (hook, not event) */
'tool.execute.after': async (input, output) => {
await runHook({
agent: 'opencode',
hook_event_name: 'tool.execute.after',
tool_name: input.tool,
tool_input: input.args,
cwd: directory,
});
},
/** Inject memorix context into compaction prompt */
'experimental.session.compacting': async (input, output) => {
output.context.push(
'## Memorix Cross-Agent Memory\n' +
'Before compacting, use memorix_store to save important discoveries, decisions, and gotchas.\n' +
'After compacting, use memorix_session_start to reload session context, then memorix_search for specific topics.'
);
},
};
};

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@@ -0,0 +1,156 @@
---
name: openspec-apply-change
description: Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
license: MIT
compatibility: Requires openspec CLI.
metadata:
author: openspec
version: "1.0"
generatedBy: "1.2.0"
---
Implement tasks from an OpenSpec change.
**Input**: Optionally specify a change name. If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **Select the change**
If a name is provided, use it. Otherwise:
- Infer from conversation context if the user mentioned a change
- Auto-select if only one active change exists
- If ambiguous, run `openspec list --json` to get available changes and use the **AskUserQuestion tool** to let the user select
Always announce: "Using change: <name>" and how to override (e.g., `/opsx-apply <other>`).
2. **Check status to understand the schema**
```bash
openspec status --change "<name>" --json
```
Parse the JSON to understand:
- `schemaName`: The workflow being used (e.g., "spec-driven")
- Which artifact contains the tasks (typically "tasks" for spec-driven, check status for others)
3. **Get apply instructions**
```bash
openspec instructions apply --change "<name>" --json
```
This returns:
- Context file paths (varies by schema - could be proposal/specs/design/tasks or spec/tests/implementation/docs)
- Progress (total, complete, remaining)
- Task list with status
- Dynamic instruction based on current state
**Handle states:**
- If `state: "blocked"` (missing artifacts): show message, suggest using openspec-continue-change
- If `state: "all_done"`: congratulate, suggest archive
- Otherwise: proceed to implementation
4. **Read context files**
Read the files listed in `contextFiles` from the apply instructions output.
The files depend on the schema being used:
- **spec-driven**: proposal, specs, design, tasks
- Other schemas: follow the contextFiles from CLI output
5. **Show current progress**
Display:
- Schema being used
- Progress: "N/M tasks complete"
- Remaining tasks overview
- Dynamic instruction from CLI
6. **Implement tasks (loop until done or blocked)**
For each pending task:
- Show which task is being worked on
- Make the code changes required
- Keep changes minimal and focused
- Mark task complete in the tasks file: `- [ ]` → `- [x]`
- Continue to next task
**Pause if:**
- Task is unclear → ask for clarification
- Implementation reveals a design issue → suggest updating artifacts
- Error or blocker encountered → report and wait for guidance
- User interrupts
7. **On completion or pause, show status**
Display:
- Tasks completed this session
- Overall progress: "N/M tasks complete"
- If all done: suggest archive
- If paused: explain why and wait for guidance
**Output During Implementation**
```
## Implementing: <change-name> (schema: <schema-name>)
Working on task 3/7: <task description>
[...implementation happening...]
✓ Task complete
Working on task 4/7: <task description>
[...implementation happening...]
✓ Task complete
```
**Output On Completion**
```
## Implementation Complete
**Change:** <change-name>
**Schema:** <schema-name>
**Progress:** 7/7 tasks complete ✓
### Completed This Session
- [x] Task 1
- [x] Task 2
...
All tasks complete! Ready to archive this change.
```
**Output On Pause (Issue Encountered)**
```
## Implementation Paused
**Change:** <change-name>
**Schema:** <schema-name>
**Progress:** 4/7 tasks complete
### Issue Encountered
<description of the issue>
**Options:**
1. <option 1>
2. <option 2>
3. Other approach
What would you like to do?
```
**Guardrails**
- Keep going through tasks until done or blocked
- Always read context files before starting (from the apply instructions output)
- If task is ambiguous, pause and ask before implementing
- If implementation reveals issues, pause and suggest artifact updates
- Keep code changes minimal and scoped to each task
- Update task checkbox immediately after completing each task
- Pause on errors, blockers, or unclear requirements - don't guess
- Use contextFiles from CLI output, don't assume specific file names
**Fluid Workflow Integration**
This skill supports the "actions on a change" model:
- **Can be invoked anytime**: Before all artifacts are done (if tasks exist), after partial implementation, interleaved with other actions
- **Allows artifact updates**: If implementation reveals design issues, suggest updating artifacts - not phase-locked, work fluidly

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---
name: openspec-archive-change
description: Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
license: MIT
compatibility: Requires openspec CLI.
metadata:
author: openspec
version: "1.0"
generatedBy: "1.2.0"
---
Archive a completed change in the experimental workflow.
**Input**: Optionally specify a change name. If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **If no change name provided, prompt for selection**
Run `openspec list --json` to get available changes. Use the **AskUserQuestion tool** to let the user select.
Show only active changes (not already archived).
Include the schema used for each change if available.
**IMPORTANT**: Do NOT guess or auto-select a change. Always let the user choose.
2. **Check artifact completion status**
Run `openspec status --change "<name>" --json` to check artifact completion.
Parse the JSON to understand:
- `schemaName`: The workflow being used
- `artifacts`: List of artifacts with their status (`done` or other)
**If any artifacts are not `done`:**
- Display warning listing incomplete artifacts
- Use **AskUserQuestion tool** to confirm user wants to proceed
- Proceed if user confirms
3. **Check task completion status**
Read the tasks file (typically `tasks.md`) to check for incomplete tasks.
Count tasks marked with `- [ ]` (incomplete) vs `- [x]` (complete).
**If incomplete tasks found:**
- Display warning showing count of incomplete tasks
- Use **AskUserQuestion tool** to confirm user wants to proceed
- Proceed if user confirms
**If no tasks file exists:** Proceed without task-related warning.
4. **Assess delta spec sync state**
Check for delta specs at `openspec/changes/<name>/specs/`. If none exist, proceed without sync prompt.
**If delta specs exist:**
- Compare each delta spec with its corresponding main spec at `openspec/specs/<capability>/spec.md`
- Determine what changes would be applied (adds, modifications, removals, renames)
- Show a combined summary before prompting
**Prompt options:**
- If changes needed: "Sync now (recommended)", "Archive without syncing"
- If already synced: "Archive now", "Sync anyway", "Cancel"
If user chooses sync, use Task tool (subagent_type: "general-purpose", prompt: "Use Skill tool to invoke openspec-sync-specs for change '<name>'. Delta spec analysis: <include the analyzed delta spec summary>"). Proceed to archive regardless of choice.
5. **Perform the archive**
Create the archive directory if it doesn't exist:
```bash
mkdir -p openspec/changes/archive
```
Generate target name using current date: `YYYY-MM-DD-<change-name>`
**Check if target already exists:**
- If yes: Fail with error, suggest renaming existing archive or using different date
- If no: Move the change directory to archive
```bash
mv openspec/changes/<name> openspec/changes/archive/YYYY-MM-DD-<name>
```
6. **Display summary**
Show archive completion summary including:
- Change name
- Schema that was used
- Archive location
- Whether specs were synced (if applicable)
- Note about any warnings (incomplete artifacts/tasks)
**Output On Success**
```
## Archive Complete
**Change:** <change-name>
**Schema:** <schema-name>
**Archived to:** openspec/changes/archive/YYYY-MM-DD-<name>/
**Specs:** ✓ Synced to main specs (or "No delta specs" or "Sync skipped")
All artifacts complete. All tasks complete.
```
**Guardrails**
- Always prompt for change selection if not provided
- Use artifact graph (openspec status --json) for completion checking
- Don't block archive on warnings - just inform and confirm
- Preserve .openspec.yaml when moving to archive (it moves with the directory)
- Show clear summary of what happened
- If sync is requested, use openspec-sync-specs approach (agent-driven)
- If delta specs exist, always run the sync assessment and show the combined summary before prompting

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@@ -0,0 +1,288 @@
---
name: openspec-explore
description: Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.
license: MIT
compatibility: Requires openspec CLI.
metadata:
author: openspec
version: "1.0"
generatedBy: "1.2.0"
---
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.
---
## 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:
```bash
openspec list --json
```
This tells you:
- If there are active changes
- Their names, schemas, and status
- What the user might be working on
### 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)
---
## Handling Different Entry Points
**User brings a vague idea:**
```
User: I'm thinking about adding real-time collaboration
You: Real-time collab is a big space. Let me think about this...
COLLABORATION SPECTRUM
════════════════════════════════════════════
Awareness Coordination Sync
│ │ │
▼ ▼ ▼
┌────────┐ ┌────────┐ ┌────────┐
│Presence│ │Cursors │ │ CRDT │
│ "3 │ │ Multi │ │Conflict│
│online" │ │ select │ │ free │
└────────┘ └────────┘ └────────┘
│ │ │
trivial moderate complex
Where's your head at?
```
**User brings a specific problem:**
```
User: The auth system is a mess
You: [reads codebase]
┌─────────────────────────────────────────────┐
│ CURRENT AUTH FLOW │
└─────────────────────────────────────────────┘
┌─────────────┼─────────────┐
▼ ▼ ▼
┌─────────┐ ┌─────────┐ ┌─────────┐
│ Google │ │ GitHub │ │ Email │
│ OAuth │ │ OAuth │ │ Magic │
└────┬────┘ └────┬────┘ └────┬────┘
│ │ │
└─────────────┼─────────────┘
┌───────────┐
│ Session │
└─────┬─────┘
┌───────────┐
│ Perms │
└───────────┘
I see three tangles. Which one's burning?
```
**User is stuck mid-implementation:**
```
User: /opsx-explore add-auth-system
The OAuth integration is more complex than expected
You: [reads change artifacts]
You're on task 4: "Implement OAuth flow"
Let me trace what's involved...
[draws diagram, explores options, suggests paths]
Want to update the design to reflect this?
Or add a spike task to investigate?
```
**User wants to compare options:**
```
User: Should we use Postgres or SQLite?
You: Generic answer is boring. What's the context?
User: A CLI tool that tracks local dev environments
You: That changes everything.
┌─────────────────────────────────────────────────┐
│ CLI TOOL DATA STORAGE │
└─────────────────────────────────────────────────┘
Key constraints:
• No daemon running
• Must work offline
• Single user
SQLite Postgres
Deployment embedded ✓ needs server ✗
Offline yes ✓ no ✗
Single file yes ✓ no ✗
SQLite. Not even close.
Unless... is there a sync component?
```
---
## 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 it feels like things are crystallizing, you might summarize:
```
## What We Figured Out
**The problem**: [crystallized understanding]
**The approach**: [if one emerged]
**Open questions**: [if any remain]
**Next steps** (if ready):
- Create a change proposal
- Keep exploring: just keep talking
```
But this summary is 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

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@@ -0,0 +1,110 @@
---
name: openspec-propose
description: Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.
license: MIT
compatibility: Requires openspec CLI.
metadata:
author: openspec
version: "1.0"
generatedBy: "1.2.0"
---
Propose a new change - create the change and generate all artifacts in one step.
I'll create a change with artifacts:
- proposal.md (what & why)
- design.md (how)
- tasks.md (implementation steps)
When ready to implement, run /opsx-apply
---
**Input**: The user's request should include a change name (kebab-case) OR a description of what they want to build.
**Steps**
1. **If no clear input provided, ask what they want to build**
Use the **AskUserQuestion tool** (open-ended, no preset options) to ask:
> "What change do you want to work on? Describe what you want to build or fix."
From their description, derive a kebab-case name (e.g., "add user authentication" → `add-user-auth`).
**IMPORTANT**: Do NOT proceed without understanding what the user wants to build.
2. **Create the change directory**
```bash
openspec new change "<name>"
```
This creates a scaffolded change at `openspec/changes/<name>/` with `.openspec.yaml`.
3. **Get the artifact build order**
```bash
openspec status --change "<name>" --json
```
Parse the JSON to get:
- `applyRequires`: array of artifact IDs needed before implementation (e.g., `["tasks"]`)
- `artifacts`: list of all artifacts with their status and dependencies
4. **Create artifacts in sequence until apply-ready**
Use the **TodoWrite tool** to track progress through the artifacts.
Loop through artifacts in dependency order (artifacts with no pending dependencies first):
a. **For each artifact that is `ready` (dependencies satisfied)**:
- Get instructions:
```bash
openspec instructions <artifact-id> --change "<name>" --json
```
- The instructions JSON includes:
- `context`: Project background (constraints for you - do NOT include in output)
- `rules`: Artifact-specific rules (constraints for you - do NOT include in output)
- `template`: The structure to use for your output file
- `instruction`: Schema-specific guidance for this artifact type
- `outputPath`: Where to write the artifact
- `dependencies`: Completed artifacts to read for context
- Read any completed dependency files for context
- Create the artifact file using `template` as the structure
- Apply `context` and `rules` as constraints - but do NOT copy them into the file
- Show brief progress: "Created <artifact-id>"
b. **Continue until all `applyRequires` artifacts are complete**
- After creating each artifact, re-run `openspec status --change "<name>" --json`
- Check if every artifact ID in `applyRequires` has `status: "done"` in the artifacts array
- Stop when all `applyRequires` artifacts are done
c. **If an artifact requires user input** (unclear context):
- Use **AskUserQuestion tool** to clarify
- Then continue with creation
5. **Show final status**
```bash
openspec status --change "<name>"
```
**Output**
After completing all artifacts, summarize:
- Change name and location
- List of artifacts created with brief descriptions
- What's ready: "All artifacts created! Ready for implementation."
- Prompt: "Run `/opsx-apply` or ask me to implement to start working on the tasks."
**Artifact Creation Guidelines**
- Follow the `instruction` field from `openspec instructions` for each artifact type
- The schema defines what each artifact should contain - follow it
- Read dependency artifacts for context before creating new ones
- Use `template` as the structure for your output file - fill in its sections
- **IMPORTANT**: `context` and `rules` are constraints for YOU, not content for the file
- Do NOT copy `<context>`, `<rules>`, `<project_context>` blocks into the artifact
- These guide what you write, but should never appear in the output
**Guardrails**
- Create ALL artifacts needed for implementation (as defined by schema's `apply.requires`)
- Always read dependency artifacts before creating a new one
- If context is critically unclear, ask the user - but prefer making reasonable decisions to keep momentum
- If a change with that name already exists, ask if user wants to continue it or create a new one
- Verify each artifact file exists after writing before proceeding to next

104
AGENTS.md Normal file
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# Memorix — Automatic Memory Rules
You have access to Memorix memory tools. Follow these rules to maintain persistent context across sessions.
## RULE 1: Session Start — Load Context
At the **beginning of every conversation**, BEFORE responding to the user:
1. Call `memorix_session_start` to get the previous session summary and key memories (this is a direct read, not a search — no fragmentation risk)
2. Then call `memorix_search` with a query related to the user's first message for additional context
3. If search results are found, use `memorix_detail` to fetch the most relevant ones
4. Reference relevant memories naturally — the user should feel you "remember" them
## RULE 2: Store Important Context
**Proactively** call `memorix_store` when any of the following happen:
### What MUST be recorded:
- Architecture/design decisions → type: `decision`
- Bug identified and fixed → type: `problem-solution`
- Unexpected behavior or gotcha → type: `gotcha`
- Config changed (env vars, ports, deps) → type: `what-changed`
- Feature completed or milestone → type: `what-changed`
- Trade-off discussed with conclusion → type: `trade-off`
### What should NOT be recorded:
- Simple file reads, greetings, trivial commands (ls, pwd, git status)
### Use topicKey for evolving topics:
For decisions, architecture docs, or any topic that evolves over time, ALWAYS use `topicKey` parameter.
This ensures the memory is UPDATED instead of creating duplicates.
Use `memorix_suggest_topic_key` to generate a stable key.
Example: `topicKey: "architecture/auth-model"` — subsequent stores with the same key update the existing memory.
### Track progress with the progress parameter:
When working on features or tasks, include the `progress` parameter:
```json
{
"progress": {
"feature": "user authentication",
"status": "in-progress",
"completion": 60
}
}
```
Status values: `in-progress`, `completed`, `blocked`
## RULE 3: Resolve Completed Memories
When a task is completed, a bug is fixed, or information becomes outdated:
1. Call `memorix_resolve` with the observation IDs to mark them as resolved
2. Resolved memories are hidden from default search, preventing context pollution
This is critical — without resolving, old bug reports and completed tasks will keep appearing in future searches.
## RULE 4: Session End — Store Decision Chain Summary
When the conversation is ending, create a **decision chain summary** (not just a checklist):
1. Call `memorix_store` with type `session-request` and `topicKey: "session/latest-summary"`:
**Required structure:**
```
## Goal
[What we were working on — specific, not vague]
## Key Decisions & Reasoning
- Chose X because Y. Rejected Z because [reason].
- [Every architectural/design decision with WHY]
## What Changed
- [File path] — [what changed and why]
## Current State
- [What works now, what's pending]
- [Any blockers or risks]
## Next Steps
- [Concrete next actions, in priority order]
```
**Critical: Include the "Key Decisions & Reasoning" section.** Without it, the next AI session will lack the context to understand WHY things were done a certain way and may suggest conflicting approaches.
2. Call `memorix_resolve` on any memories for tasks completed in this session
## RULE 5: Compact Awareness
Memorix automatically compacts memories on store:
- **With LLM API configured:** Smart dedup — extracts facts, compares with existing, merges or skips duplicates
- **Without LLM (free mode):** Heuristic dedup — uses similarity scores to detect and merge duplicate memories
- **You don't need to manually deduplicate.** Just store naturally and compact handles the rest.
- If you notice excessive duplicate memories, call `memorix_deduplicate` for batch cleanup.
## Guidelines
- **Use concise titles** (~5-10 words) and structured facts
- **Include file paths** in filesModified when relevant
- **Include related concepts** for better searchability
- **Always use topicKey** for recurring topics to prevent duplicates
- **Always resolve** completed tasks and fixed bugs
- **Always include reasoning** — "chose X because Y" is 10x more valuable than "did X"
- Search defaults to `status="active"` — use `status="all"` to include resolved memories

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# 开发者必读文档
## 代码规范
### Google风格代码
详细参阅https://raw.githubusercontent.com/shendeguize/GooglePythonStyleGuideCN/refs/heads/master/README.md
### 代码编写原则
- 简洁,清晰易懂,最小化实现
- 条件或循环分支不能超过三层提前Return以减少分支的出现
- 变量说明注释、条件或循环分支注释完全
- 无需向后兼容,避免添加过多功能
- 先编写测试集,再实现代码
- 实现测试集后,先询问用户意见,用户确认后才能继续
- 如非用户要求,无需编写基准测试代码
- 英文注释
### 测试编写原则
- 精简、干净、快速
- 核心关键逻辑或算法必须测试
- 无需编写测试集的情况
- UI界面相关的代码
- 过于复杂或耗时的逻辑
- 基准测试相关
### 关键词说明
- 确认:用户认同当前的实现方案或测试集实现,即可以开始工作
- 继续:用户需要你重读上下文,继续未完成的工作
### 文档更新说明
仅在工程目录变化时,更新此文档的目录说明部分。
如需修改其他部分,请先询问,在进行修改。
## 工程说明
使用UV管理整个工程pytest用于测试justfile用于快捷命令。
### 目录说明
- mini-nav 为源代码目录
- mini-nav/configs 为配置文件管理目录使用python + yaml进行统一的配置管理
- mini-nav/commands 为CLI命令管理目录用于管理各种命令
- mini-nav/tests 为pytest测试集目录用于管理各项测试集
- mini-nav/benchmarks 为pytest-benchmark基准测试目录用于管理各项基准测试包括速度、准确度等内容
- mini-nav/visualizer 为plotly、dash的简单数据可视化APP
- mini-nav/database.py 用于管理lancedb数据库
- mini-nav/feature_retrieval.py 用于实现图像特征检索
- mini-nav/main.py 为主程序入口
- outputs 为默认输出目录
### Python库
详细可查询pyproject.toml或使用`uv pip list`获取详细的库信息,请基于目前的库实现功能。
如需添加新库,请先询问,用户确认后才能使用`uv add <package>`新增库。

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and compresses them to binary hash codes using HashCompressor.
"""
from pathlib import Path
from typing import Optional
import torch

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schema: spec-driven
# Project context (optional)
# This is shown to AI when creating artifacts.
# Add your tech stack, conventions, style guides, domain knowledge, etc.
# Example:
# context: |
# Tech stack: TypeScript, React, Node.js
# We use conventional commits
# Domain: e-commerce platform
# Per-artifact rules (optional)
# Add custom rules for specific artifacts.
# Example:
# rules:
# proposal:
# - Keep proposals under 500 words
# - Always include a "Non-goals" section
# tasks:
# - Break tasks into chunks of max 2 hours