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affaan-m/orch-build-mvp

affaan-m

orch-build-mvp

Orchestrate bootstrapping a working MVP from a design or spec document — ingest the doc, plan thin vertical slices, scaffold the first end-to-end slice, then TDD-implement, review, and gated commit. Use to turn an SDD/PRD into a running starting point.

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v1.0Saved Jun 7, 2026

orch-build-mvp

Actor · action · target: orch · build · mvp. Thin wrapper over the shared engine in orch-pipeline.

When to Use

  • The user has a design / spec document (SDD, PRD, system_design) and wants a working vertical slice bootstrapped from it.
  • Takes a doc path as its argument, e.g. civicpulse/docs/SDD-v0.6.md.

Operation settings

  • Default size floor: large — this is the full pipeline including Scaffold.
  • Phase mask: 0 (read the spec) → 1 → 2 (heavy) → 3 (scaffold) → 4 → 5 → 6.
  • First move (phase 0 → 2): read the doc; extract scope, locked decisions, and the feature list; order it into thin vertical slices (one end-to-end path first, not all-models-then-all-views). Phase 3 stands up that first slice.

How It Works

  1. Run the orch-pipeline engine with the settings above.
  2. Reuse the existing GAN harness instead of hand-rolling an iterate loop:
    • Translate the SDD into gan-harness/spec.md + gan-harness/eval-rubric.md (this stands in for what gan-planner would generate — you already have the spec).
    • Drive the build with /gan-build "<one-line brief>" --skip-planner (defaults: --max-iterations 15, --pass-threshold 7.0, --eval-mode playwright; use --eval-mode code-only for non-UI slices).
    • That command runs the gan-generatorgan-evaluator loop and writes gan-harness/feedback/feedback-NNN.md until the score passes or plateaus.
  3. Stop at Gate 1 (slice plan) and Gate 2 (pre-commit). Commit the scaffold and each slice as separate feat: commits.
  4. Add security-reviewer for any slice touching a security trigger.

Example

orch-build-mvp: civicpulse/docs/SDD-v0.6.md
→ read SDD → slice list (vertical) → scaffold slice 1  [GATE 1: approve]
→ /gan-build --skip-planner (generator → evaluator loop) scores vs spec → review
→ commit feat:  [GATE 2: confirm] → next slice
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Overall Score

72/100

Grade

B

Good

Safety

78

Quality

68

Clarity

75

Completeness

62

Summary

This skill orchestrates bootstrapping a working MVP from a design or spec document by ingesting the document, planning thin vertical slices, scaffolding the first end-to-end slice, and then TDD-implementing with review gates. It wraps the `orch-pipeline` engine and leverages the GAN harness for iterative code generation and evaluation against the specification.

Detected Capabilities

file readorchestrate pipelinecode generationcode evaluationgit commitsecurity review integration

Trigger Keywords

Phrases that MCP clients use to match this skill to user intent.

build mvp from specorchestrate vertical slicebootstrap with design doctdd implementation pipelinespec-driven scaffolding

Use Cases

  • Convert SDD/PRD into runnable vertical slice with scaffolding
  • Orchestrate TDD-driven MVP bootstrap with gated commits
  • Plan and implement thin end-to-end features from design doc
  • Automate code generation and evaluation against spec rubric

Quality Notes

  • Clear actor-action-target structure (orch·build·mvp)
  • Well-defined entry point (design doc path argument)
  • Explicit gate-based workflow with approval points
  • Reuses shared engine (orch-pipeline) for maintainability
  • References existing harness (gan-harness) and tools (gan-generator, gan-evaluator) with documented CLI flags
  • Example walkthrough shows concrete usage pattern
  • Operation settings precisely describe phase mask and progression
  • Integrates security reviewer for sensitive slices
  • Missing: detailed error handling for missing/invalid spec docs
  • Missing: concrete examples of what spec.md and eval-rubric.md should contain
  • Missing: guidance on when to use --eval-mode code-only vs playwright
  • Missing: troubleshooting section for common GAN harness failures
Model: claude-haiku-4-5-20251001Analyzed: Jun 7, 2026

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