🎯

plugin-workflow

🎯Skill

from glittercowboy/plugin-freedom-system

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What it does

plugin-workflow skill from glittercowboy/plugin-freedom-system

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Part of

glittercowboy/plugin-freedom-system(13 items)

plugin-workflow

Installation

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Quick InstallInstall with npx
npx add-skill glittercowboy/plugin-freedom-system --skill plugin-workflow
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Last UpdatedNov 19, 2025

Skill Details

SKILL.md

Orchestrates JUCE plugin implementation through stages 1-3 (Foundation, DSP, GUI) using subagent delegation with automatic validation after each stage. Use when implementing plugins after planning completes, or when resuming with /continue command. Invoked by /implement command.

Overview

# plugin-workflow Skill

Purpose: Pure orchestrator for stages 1-3 of JUCE plugin implementation with automatic validation after each stage. This skill delegates to specialized subagents and validation-agent for continuous quality assurance.

Overview

Implementation milestones:

  • Build System Ready (Stage 1): Create build system and implement parameters (foundation-shell-agent)
  • Audio Engine Working (Stage 2): Implement audio processing (dsp-agent)
  • UI Integrated (Stage 3): Connect WebView interface to audio engine (gui-agent)

Stage 0 (Research & Planning) is handled by plugin-planning skill.

After Stage 3 completes, plugin is ready for installation (no separate validation stage - validation is automatic and continuous).

Delegation Protocol

CRITICAL: Stages 1-3 MUST invoke subagents via Task tool. This skill is a pure orchestrator and NEVER implements plugin code directly.

Delegation sequence for every stage:

  1. Load contracts in parallel (architecture.md, plan.md, parameter-spec.md, creative-brief.md)
  2. Read Required Reading (juce8-critical-patterns.md) once at workflow start
  3. Construct minimal prompt with plugin name + stage + Required Reading
  4. Invoke subagent via Task tool
  5. After subagent returns, invoke validation-agent (ALL stages 1-3)
  6. Execute checkpoint protocol (see references/checkpoint-protocol.md)

Stage routing:

  • Stage 1 β†’ foundation-shell-agent
  • Stage 2 β†’ dsp-agent
  • Stage 3 β†’ gui-agent

Validation routing:

After each stage completes, validation-agent runs automatically with enhanced runtime validation (compile-time + runtime tests). If validation fails with continue_to_next_stage: false, workflow BLOCKS until issues resolved.

Preconditions

Before starting Stage 1, verify these contract files exist:

  • plugins/$PLUGIN_NAME/.ideas/architecture.md (from Stage 0)
  • plugins/$PLUGIN_NAME/.ideas/plan.md (from Stage 0)
  • plugins/$PLUGIN_NAME/.ideas/creative-brief.md (from ideation)
  • plugins/$PLUGIN_NAME/.ideas/parameter-spec.md (from UI mockup finalization)

If parameter-spec-draft.md exists but parameter-spec.md missing:

Block with message: "Draft parameters found, but full specification required. Complete UI mockup workflow to generate parameter-spec.md. Run: /dream [PluginName] β†’ option 2 (Full UI mockup first)"

If contracts missing:

Block and instruct user to run /plan [PluginName] to complete Stage 0.

See [references/precondition-checks.md](references/precondition-checks.md) for implementation.

Resume Entry Point

When resuming via /continue [PluginName]:

  1. Verify state integrity (see references/state-management.md#verifyStateIntegrity)
  2. Parse .continue-here.md for current stage and workflow mode
  3. Verify contracts unchanged since last checkpoint (checksums match)
  4. Verify git working directory clean
  5. Verify PLUGINS.md status matches .continue-here.md stage

If all checks pass: Resume at stage specified in .continue-here.md

If any fail: Present recovery menu (reconcile / clean working directory / review changes)

Workflow Mode

Determine whether to auto-progress (express mode) or present menus (manual mode).

Mode sources (priority order):

  1. Environment variables: WORKFLOW_MODE=express|manual
  2. .continue-here.md field (for resumed workflows)
  3. Default to "manual"

Express mode behavior:

  • Auto-progress through stages without menus
  • Drops to manual on ANY error (build failures, validation failures, etc.)
  • Final menu always appears after Stage 3 (plugin complete)

See [references/workflow-mode.md](references/workflow-mode.md) for implementation.

Stage Dispatcher

Entry point: Called by /implement or /continue after plugin-planning completes.

Dispatch flow:

  1. Verify state integrity β†’ BLOCK if corrupted (exit 2 β†’ run /reconcile)
  2. Check preconditions β†’ BLOCK if failed
  3. Automatic brief sync (before Stage 1 only, if mockup exists) β†’ See [references/creative-brief-sync.md](references/creative-brief-sync.md)
  4. Route to subagent based on stage
  5. Pass contracts and Required Reading to subagent
  6. Wait for subagent completion
  7. Invoke validation-agent with enhanced runtime validation
  8. Execute checkpoint protocol

See [references/dispatcher-pattern.md](references/dispatcher-pattern.md) for full algorithm.

Phase-Aware Dispatch

For Stages 2-3 with complexity β‰₯3, use phase-aware dispatch to incrementally implement complex plugins.

When to use:

  • Stage 2 (DSP) or Stage 3 (GUI)
  • Complexity score β‰₯3 (from plan.md)
  • plan.md contains phase markers (### Phase 2.X or ### Phase 3.X)

How it works:

  1. Detect phases by scanning plan.md for phase markers
  2. Loop through phases sequentially (Phase 2.1 β†’ 2.2 β†’ 2.3...)
  3. Invoke subagent once per phase with phase-specific prompt
  4. Run validation-agent after each phase
  5. Execute checkpoint protocol after each phase
  6. Present decision menu showing progress ("Phase 2 of 4 complete")

CRITICAL: Never send "Implement ALL phases" to subagent. This caused DrumRoulette Stage 2 compilation errors. Phase-aware dispatch is MANDATORY for complex plugins.

See [references/phase-aware-dispatch.md](references/phase-aware-dispatch.md) for detailed algorithm.

Checkpoint Protocol

After EVERY subagent return, execute this 6-step sequence:

  1. Verify state update: Check subagent updated .continue-here.md and PLUGINS.md
  2. Fallback state update: If verification fails, orchestrator updates state
  3. Invoke validation: Run validation-agent for ALL stages 1-3 (BLOCKING on runtime failures)
  4. Commit stage: Auto-commit all changes with git
  5. Verify checkpoint: Validate all steps completed successfully
  6. Handle checkpoint: Present menu (manual mode) or auto-progress (express mode)

Checkpoint applies to:

  • Simple plugins (complexity ≀2): After stages 1, 2, 3
  • Complex plugins (complexity β‰₯3): After stage 1 AND after EACH DSP/GUI phase (2.X, 3.X)

See [references/checkpoint-protocol.md](references/checkpoint-protocol.md) for implementation.

Validation Integration

Stages 1-3 invoke validation-agent with enhanced runtime validation after subagent completes:

  • BLOCKING on runtime failures: If status: FAIL and continue_to_next_stage: false, workflow stops
  • Runs compile-time checks (contract matching, implementation correctness)
  • Runs runtime tests (load plugin, process audio, parameter changes) when binary available
  • Returns JSON report with status, checks, recommendation
  • Max 500 tokens per report

Blocking behavior:

  • If validation passes (PASS/WARNING): Continue to next stage
  • If validation fails with continue_to_next_stage: true: Present warning, allow continuation
  • If validation fails with continue_to_next_stage: false: BLOCK workflow, present error menu

See [references/validation-integration.md](references/validation-integration.md) for functions.

Subagent Handoff Protocol

Subagents update state files AND return JSON report:

```json

{

"status": "success" | "error",

"stage": 1-3,

"completionStatement": "...",

"filesCreated": [...],

"nextSteps": [...],

"stateUpdated": true | false,

"stateUpdateError": "..." (optional)

}

```

Verification:

  1. Check stateUpdated field in JSON report
  2. If true: Verify .continue-here.md actually changed
  3. If false/missing: Trigger orchestrator fallback

Fallback: Orchestrator reads current state, updates fields, writes back.

See [references/state-management.md](references/state-management.md) for fallback implementation.

Required Reading Injection

All subagents (stages 1-3) receive troubleshooting/patterns/juce8-critical-patterns.md to prevent repeat mistakes.

Implementation:

  1. Read juce8-critical-patterns.md ONCE at workflow start
  2. Prepend to all subagent prompts with clear separator
  3. Pass to each subagent invocation from memory (no re-reading)

Reference Files

Each stage has detailed documentation in references/:

  • [stage-1-foundation-shell.md](references/stage-1-foundation-shell.md) - foundation-shell-agent prompt template
  • [stage-2-dsp.md](references/stage-2-dsp.md) - dsp-agent prompt template
  • [stage-3-gui.md](references/stage-3-gui.md) - gui-agent prompt template
  • [state-management.md](references/state-management.md) - State functions
  • [dispatcher-pattern.md](references/dispatcher-pattern.md) - Routing logic
  • [precondition-checks.md](references/precondition-checks.md) - Contract validation
  • [phase-aware-dispatch.md](references/phase-aware-dispatch.md) - Complex plugin handling
  • [workflow-mode.md](references/workflow-mode.md) - Express vs manual mode
  • [checkpoint-protocol.md](references/checkpoint-protocol.md) - 6-step checkpoint sequence
  • [validation-integration.md](references/validation-integration.md) - Validation-agent functions (enhanced runtime validation)
  • [creative-brief-sync.md](references/creative-brief-sync.md) - Automatic brief update from mockup
  • [error-handling.md](references/error-handling.md) - Error patterns and recovery
  • [integration-contracts.md](references/integration-contracts.md) - Component contracts

Integration Points

Invoked by:

  • /implement command (after plugin-planning completes)
  • /continue command (for stages 1-3)
  • context-resume skill (when resuming implementation)

Invokes via Task tool:

  • foundation-shell-agent (Stage 1) - REQUIRED
  • dsp-agent (Stage 2) - REQUIRED
  • gui-agent (Stage 3) - REQUIRED
  • validation-agent (Stages 1-3) - REQUIRED, BLOCKING on runtime failures

Also invokes:

  • build-automation skill (build verification)
  • plugin-lifecycle skill (if user chooses to install)

Reads (contracts):

  • architecture.md, plan.md, creative-brief.md, parameter-spec.md

Creates:

  • .continue-here.md (handoff file)

Updates:

  • PLUGINS.md (status after each stage)
  • .continue-here.md (after each stage)

Deletes after Stage 3:

  • .continue-here.md (workflow complete, plugin ready for installation)

Error Handling

Contract files missing before Stage 1:

Block and instruct user to run /plan [PluginName].

Build fails during subagent execution:

Subagent returns error. Present menu:

  1. Investigate (deep-research)
  2. Show code
  3. Show build output
  4. Manual fix (resume with /continue)

State mismatch detected (exit 2):

BLOCKING error - user must run /reconcile [PluginName] to fix.

Validation fails with continue_to_next_stage: false:

BLOCKING error. Present menu with investigation options. Workflow cannot proceed until issues resolved.

Validation fails with continue_to_next_stage: true:

Present warning, allow user to decide whether to continue or fix issues first.

See [references/error-handling.md](references/error-handling.md) for detailed patterns.

Decision Menu Protocol

Use inline numbered menus for:

  • After EVERY stage completion (checkpoint gates)
  • Build failure recovery
  • Test failure investigation
  • Phase completion (for complex plugins)

Format:

```

βœ“ [Milestone name]

What's next?

  1. [Next milestone action] (recommended)
  2. [Run tests] - Verify implementation
  3. [Pause workflow] - Resume anytime
  4. [Review code] - See what was implemented
  5. Other

Choose (1-5): _

```

Express mode: Skip menus and auto-progress to next stage (except final stage).

Manual mode: ALWAYS wait for user response.

Success Criteria

Workflow succeeds when:

  • All subagents (stages 1-3) invoked successfully via Task tool
  • Plugin compiles without errors at each stage
  • All validation passes (or explicitly allowed to continue with warnings)
  • All stages completed in sequence (1 β†’ 2 β†’ 3)
  • Decision menus presented after EVERY stage (manual mode)
  • PLUGINS.md updated to βœ… Working after Stage 3
  • Handoff file deleted after Stage 3 (workflow complete)
  • Git history shows atomic commits for each stage

Anti-Patterns

Common pitfalls to AVOID:

CRITICAL:

  • ❌ Implementing stage logic directly in orchestrator
  • βœ“ ALWAYS use Task tool to invoke appropriate subagent

CRITICAL:

  • ❌ Sending "Implement ALL phases" to subagent for Stages 2-3
  • βœ“ ALWAYS detect phases in plan.md and loop through them one at a time

CRITICAL:

  • ❌ Proceeding to next stage when validation fails with continue_to_next_stage: false
  • βœ“ BLOCK workflow and present error menu until issues resolved

HIGH:

  • ❌ Not verifying subagent updated state
  • βœ“ Check stateUpdated field, verify .continue-here.md changed, fallback if needed

HIGH:

  • ❌ Skipping phase detection for Stages 2-3 when complexity β‰₯3
  • βœ“ Read plan.md to check for phases BEFORE invoking dsp-agent or gui-agent

HIGH:

  • ❌ Skipping validation after subagent completes
  • βœ“ ALWAYS invoke validation-agent after each stage (1-3)

MEDIUM:

  • ❌ Not injecting Required Reading to subagents
  • βœ“ Always pass juce8-critical-patterns.md to prevent repeat mistakes