Agent Skills
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› orch-build-mvp
orch-build-mvp
GitHub根据设计或规格文档引导构建MVP。通过解析文档规划垂直切片，利用GAN引擎进行TDD迭代实现与评估，并在关键节点设置门禁审查，最终生成可运行的初始版本代码。
Trigger Scenarios
用户拥有SDD、PRD等设计/规格文档
需要从文档快速启动并验证首个端到端功能切片
Install
npx skills add NeverSight/learn-skills.dev --skill orch-build-mvp -g -y
SKILL.md
Frontmatter
{
"name": "orch-build-mvp",
"metadata": {
"origin": "ECC"
},
"description": "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."
}
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
- Run the
orch-pipelineengine with the settings above. - 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 whatgan-plannerwould 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-onlyfor non-UI slices). - That command runs the
gan-generator→gan-evaluatorloop and writesgan-harness/feedback/feedback-NNN.mduntil the score passes or plateaus.
- Translate the SDD into
- Stop at Gate 1 (slice plan) and Gate 2 (pre-commit). Commit the
scaffold and each slice as separate
feat:commits. - Add
security-reviewerfor 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
Version History
- e0220ca Current 2026-07-05 23:59
