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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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v1.1Saved Jul 14, 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

78/100

Grade

B

Good

Safety

80

Quality

76

Clarity

82

Completeness

70

Summary

Orchestrates the complete MVP bootstrapping pipeline from a design/spec document. Ingest a spec, decompose it into thin vertical slices, scaffold the first end-to-end slice, then iteratively implement, review, and commit using the GAN harness (generator-evaluator loop with TDD feedback).

Detected Capabilities

file read (spec documents)code generationproject scaffoldingiterative evaluation loopgit commit workflowcode review workflowtest-driven development

Trigger Keywords

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

build mvp from specscaffold vertical slicespec to prototypebootstrap project from sddprd implementationmvp orchestration

Use Cases

  • >Turn a PRD or SDD into a working vertical slice prototype with automated code generation and evaluation
  • Decompose a spec document into prioritized end-to-end features ready for test-driven implementation
  • Bootstrap a new project from a design spec with gated commit workflow and security review integration

Quality Notes

  • Clear operational flow with three main phases (read → slice → scaffold)
  • Explicit gate points (Gate 1: slice plan, Gate 2: pre-commit) provide checkpoints and human oversight
  • Well-documented integration with existing shared systems (orch-pipeline, gan-harness) reduces duplication and coupling
  • Concrete command examples provided for GAN harness integration with sensible defaults (15 iterations, 7.0 threshold)
  • Security integration documented (security-reviewer for security-triggering slices)
  • Lightweight documentation keeps instructions focused without overwhelming detail
  • Some operational details are implicit — expects user familiarity with gan-build CLI and spec translation conventions
Model: claude-haiku-4-5-20251001Analyzed: Jul 14, 2026

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Version History

v1.1

Content updated

2026-07-14

Latest
v1.0

No changelog

2026-06-07

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