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Full project pipeline execution (Discovery โ†’ Launch)

ํ•ญ๋ชฉ๋‚ด์šฉ
Invoke/product
Categorypipeline
Complexityhigh

/product โ€” ํ”„๋กœ์ ํŠธ ์ „ ๊ณผ์ • ํ•œ ๋ฒˆ์— ๋Œ๋ฆฌ๊ธฐ#

ํ”„๋กœ์ ํŠธ ์„ค๋ช… ํ•œ ์ค„๋งŒ ์ฃผ๋ฉด, ์กฐ์‚ฌ๋ถ€ํ„ฐ ์ถœ์‹œ๊นŒ์ง€ 7๋‹จ๊ณ„ ์ „์ฒด๋ฅผ ์ˆœ์„œ๋Œ€๋กœ ์ง„ํ–‰ํ•ฉ๋‹ˆ๋‹ค.

ํ•œ๋งˆ๋””๋กœ#

๊ธฐ๋Šฅ ํ•˜๋‚˜๋ฅผ "์กฐ์‚ฌ โ†’ ๋ช…์„ธ โ†’ ๊ธฐํš โ†’ ์„ค๊ณ„ โ†’ ์ค€๋น„ โ†’ ๊ฐœ๋ฐœ โ†’ ์ถœ์‹œ"๊นŒ์ง€, ์ •ํ•ด์ง„ ์ˆœ์„œ๋Œ€๋กœ ์ž๋™์œผ๋กœ ๋ฐ€์–ด์ฃผ๋Š” ์ข…ํ•ฉ ์ง„ํ–‰ ๋ฒ„ํŠผ์ž…๋‹ˆ๋‹ค. ์ง‘์„ ์ง“๋Š” ๋ฐ ๋น„์œ ํ•˜๋ฉด, ๋ถ€์ง€ ์กฐ์‚ฌ๋ถ€ํ„ฐ ์ž…์ฃผ๊นŒ์ง€ ์ „ ๊ณต์ •์„ ํ•œ ๋ช…์˜ ์ด๊ด„ ๊ฐ๋…์ด ๋‹จ๊ณ„๋ณ„๋กœ ์ฑ™๊ฒจ ์ฃผ๋Š” ๊ฒƒ๊ณผ ๊ฐ™์•„์š”.

๋ˆ„๊ฐ€ยท์–ธ์ œ ์“ฐ๋‚˜์š”#

  • ์ƒˆ ํ”„๋กœ์ ํŠธ๋ฅผ ์ฒ˜์Œ๋ถ€ํ„ฐ ๋๊นŒ์ง€ ํ•œ ๋ฒˆ์— ์ง„ํ–‰ํ•˜๊ณ  ์‹ถ์„ ๋•Œ
  • ์—ฌ๋Ÿฌ ๋‹จ๊ณ„๋ฅผ ๋”ฐ๋กœ๋”ฐ๋กœ ๋ถ€๋ฅด์ง€ ์•Š๊ณ , ์ „์ฒด ํ๋ฆ„์„ ํ•œ ๋ฒˆ์— ๋งก๊ธฐ๊ณ  ์‹ถ์„ ๋•Œ

๐Ÿ‘‰ ํ”„๋กœ์ ํŠธ ๊ทœ๋ชจ(๋‚œ์ด๋„)์— ๋”ฐ๋ผ ์ผ๋ถ€ ๋‹จ๊ณ„๋Š” ์ž๋™์œผ๋กœ ๊ฑด๋„ˆ๋œ๋‹ˆ๋‹ค. ์˜ˆ๋ฅผ ๋“ค์–ด ์ž‘์€ ๋ฒ„๊ทธ ์ˆ˜์ •์€ ์กฐ์‚ฌยท๋ช…์„ธยท์ถœ์‹œ ๋‹จ๊ณ„๋ฅผ ์ƒ๋žตํ•ฉ๋‹ˆ๋‹ค.

๋ฌด์—‡์„ ํ•ด์ฃผ๋‚˜์š”#

ํ”„๋กœ์ ํŠธ ์ง„ํ–‰ ์ƒํƒœ๋ฅผ .pipeline/(ํ”„๋กœ์ ํŠธ์ด๋ฆ„).yaml ํŒŒ์ผ์— ๊ธฐ๋กํ•˜๋ฉด์„œ, ๊ฐ ๋‹จ๊ณ„๊ฐ€ ๋๋‚  ๋•Œ๋งˆ๋‹ค ๊ฒฐ๊ณผ๋ฌผ์ด ์ฐจ๊ณก์ฐจ๊ณก ์Œ“์ž…๋‹ˆ๋‹ค. ๋Œ€ํ‘œ์ ์œผ๋กœ:

  • ์กฐ์‚ฌ ๊ฒฐ๊ณผ โ€” docs/discovery-(ํ”„๋กœ์ ํŠธ์ด๋ฆ„).md
  • ๋ช…์„ธ ๊ฒฐ๊ณผ โ€” docs/seed-spec-(ํ”„๋กœ์ ํŠธ์ด๋ฆ„).md ๋“ฑ
  • ๊ธฐํš ๊ฒฐ๊ณผ โ€” PRD/๊ธฐ์ˆ  ๋ช…์„ธ + BDD ์ธ์ˆ˜ ์กฐ๊ฑด
  • ์„ค๊ณ„ ๊ฒฐ๊ณผ โ€” ์•„ํ‚คํ…์ฒ˜ ๋ฌธ์„œ + UX ๋ช…์„ธ
  • ๊ฐœ๋ฐœ ๊ฒฐ๊ณผ โ€” ๊ตฌํ˜„ ์ฝ”๋“œ + PR
  • ์ถœ์‹œ ์ „๋žต โ€” docs/gtm-(ํ”„๋กœ์ ํŠธ์ด๋ฆ„).md

๋งˆ์ง€๋ง‰์—๋Š” ์ „์ฒด ํŒŒ์ดํ”„๋ผ์ธ ์š”์•ฝ ๋ณด๊ณ ์„œ๋ฅผ ์ •๋ฆฌํ•ด ์ค๋‹ˆ๋‹ค.

์–ด๋–ป๊ฒŒ ์“ฐ๋‚˜์š”#

# ์ „์ฒด ํŒŒ์ดํ”„๋ผ์ธ
/product  " ์ปค๋ฎค๋‹ˆํ‹ฐ ๊ธฐ๋Šฅ ๊ฐœ๋ฐœ " 

 # ๋‚œ์ด๋„(level) ์ง€์ • โ€” ๊ฑด๋„ˆ๋›ฐ๊ธฐ ๊ทœ์น™์— ์˜ํ–ฅ
/product --level 3  " ์ปค๋ฎค๋‹ˆํ‹ฐ ๊ธฐ๋Šฅ ๊ฐœ๋ฐœ " 

 # ํŠน์ • ๋‹จ๊ณ„๋ถ€ํ„ฐ ์‹œ์ž‘
/product --from specify  " ์ปค๋ฎค๋‹ˆํ‹ฐ ๊ธฐ๋Šฅ ๊ฐœ๋ฐœ " 
 /product --from design  " ์ปค๋ฎค๋‹ˆํ‹ฐ ๊ธฐ๋Šฅ ๊ฐœ๋ฐœ " 

 # ํŠน์ • ๋‹จ๊ณ„๊นŒ์ง€๋งŒ ์ง„ํ–‰
/product --to epic  " ์ปค๋ฎค๋‹ˆํ‹ฐ ๊ธฐ๋Šฅ ๊ฐœ๋ฐœ "
  • --level : BMAD ํ”„๋กœ์ ํŠธ ๋‚œ์ด๋„(0~4). ๋น„์›Œ ๋‘๋ฉด ์ž๋™์œผ๋กœ ํŒ๋‹จํ•ฉ๋‹ˆ๋‹ค.
  • --from : ์–ด๋А ๋‹จ๊ณ„๋ถ€ํ„ฐ ์‹œ์ž‘ํ• ์ง€. ์ค‘๊ฐ„์— ๋ฉˆ์ท„๋˜ ์ž‘์—…์„ ์ด์–ด์„œ ํ•  ๋•Œ๋„ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค.
  • --to : ์–ด๋А ๋‹จ๊ณ„๊นŒ์ง€๋งŒ ์ง„ํ–‰ํ• ์ง€.
  • --skip : ๊ฑด๋„ˆ๋›ธ ๋‹จ๊ณ„๋ฅผ ์‰ผํ‘œ๋กœ ๋‚˜์—ดํ•ฉ๋‹ˆ๋‹ค.

์•ˆ์—์„œ ๋ฌด์Šจ ์ผ์ด ๋ฒŒ์–ด์ง€๋‚˜์š”#

๊ฐ ๋‹จ๊ณ„๊ฐ€ ๋๋‚  ๋•Œ๋งˆ๋‹ค ๊ฒฐ๊ณผ๋ฌผ์„ ํ™•์ธํ•˜๊ณ , ๋‹ค์Œ ๋‹จ๊ณ„๋กœ ๋„˜์–ด๊ฐ€๊ธฐ ์ „์— ์‚ฌ์šฉ์ž์—๊ฒŒ ํ•œ ๋ฒˆ์”ฉ ํ™•์ธ์„ ๋ฐ›์Šต๋‹ˆ๋‹ค.

  1. ์ค€๋น„ โ€” ํ”„๋กœ์ ํŠธ ์ด๋ฆ„(์Šฌ๋Ÿฌ๊ทธ)์„ ๋งŒ๋“ค๊ณ , ๋‚œ์ด๋„๋ฅผ ์ž๋™ ํŒ๋‹จํ•œ ๋’ค ์ƒํƒœ ํŒŒ์ผ๊ณผ docs/ ํด๋”๋ฅผ ์ค€๋น„ํ•ฉ๋‹ˆ๋‹ค.
  2. ์กฐ์‚ฌ(Discovery) โ€” ์‚ฌ์šฉ์žยท์‹œ์žฅยท์•„์ด๋””์–ด๋ฅผ ์กฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. (์ž‘์€ ์ž‘์—…์ด๋ฉด ์ƒ๋žต)
  3. ๋ช…์„ธ(Specification) โ€” ๋ฌด์—‡์„ ๋งŒ๋“ค์ง€ ๋ชจํ˜ธํ•จ ์—†์ด ๋ชป ๋ฐ•์Šต๋‹ˆ๋‹ค. (์ž‘์€ ์ž‘์—…์ด๋ฉด ์ƒ๋žต)
  4. ๊ธฐํš(Planning) โ€” ์ œํ’ˆ ๋ธŒ๋ฆฌํ”„ยทPRD/๊ธฐ์ˆ  ๋ช…์„ธ์™€ ์ธ์ˆ˜ ์กฐ๊ฑด์„ ์ •๋ฆฌํ•ฉ๋‹ˆ๋‹ค.
  5. ์„ค๊ณ„(Design) โ€” ์•„ํ‚คํ…์ฒ˜์™€ UX๋ฅผ ์„ค๊ณ„ํ•ฉ๋‹ˆ๋‹ค.
  6. ์ค€๋น„(Scaffold) โ€” ์ฝ”๋“œ ๋ผˆ๋Œ€์™€ ํ…Œ์ŠคํŠธ ํ‹€์„ ์ž๋™์œผ๋กœ ๋งŒ๋“ค์–ด ๋‘ก๋‹ˆ๋‹ค. (์ž‘์€ ์ž‘์—…์ด๋ฉด ์ƒ๋žต)
  7. ์ด์Šˆ ์ƒ์„ฑ(Epic) โ€” ZenHub์— Epic๊ณผ Story๋ฅผ ๋งŒ๋“ค๊ณ  ์Šคํ”„๋ฆฐํŠธ๋ฅผ ๊ณ„ํšํ•ฉ๋‹ˆ๋‹ค.
  8. ๊ฐœ๋ฐœ(Development) โ€” Story๋ฅผ ํ•˜๋‚˜์”ฉ ์‹ค์ œ๋กœ ๊ตฌํ˜„ํ•˜๊ณ  PR์„ ๋งŒ๋“ญ๋‹ˆ๋‹ค.
  9. ์ถœ์‹œ(Launch) โ€” ์‹œ์žฅ ์ง„์ž… ์ „๋žตยท๋ฉ”์‹œ์ง•์„ ์ค€๋น„ํ•ฉ๋‹ˆ๋‹ค. (๋‚ด๋ถ€ ๊ธฐ๋Šฅ์ด๋ฉด ์ƒ๋žต)
  10. ๋งˆ๋ฌด๋ฆฌ โ€” ์ƒํƒœ ํŒŒ์ผ์„ ๊ฐฑ์‹ ํ•˜๊ณ  ์ „์ฒด ์š”์•ฝ ๋ณด๊ณ ์„œ๋ฅผ ์ถœ๋ ฅํ•ฉ๋‹ˆ๋‹ค.

์ค‘๊ฐ„์— ๊ฒŒ์ดํŠธ(ํ’ˆ์งˆ ๊ด€๋ฌธ) ํ†ต๊ณผ ์‹คํŒจ๋‚˜ ์ค‘๋‹จ์ด ์ƒ๊ธฐ๋ฉด, ๋งˆ์ง€๋ง‰ ์œ„์น˜๋ฅผ ๊ธฐ๋กํ•ด ๋‘์—ˆ๋‹ค๊ฐ€ --from ์˜ต์…˜์œผ๋กœ ๋‹ค์‹œ ์ด์–ด์„œ ์ง„ํ–‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.


โš™๏ธ ์ƒ์„ธ ์˜ต์…˜ยท์‹คํ–‰ ๋ช…์„ธ (๊ฐœ๋ฐœ์ž / AI ์—์ด์ „ํŠธ์šฉ)

Triggers#

  • When progressing a new project from start to finish
  • When full lifecycle orchestration is needed

Usage#

# Full pipeline
/product  " Community feature development " 

 # Specify level (affects skip rules)
/product --level 3  " Community feature development " 

 # Start from a specific stage
/product --from specify  " Community feature development " 
 /product --from design  " Community feature development " 

 # Up to a specific stage only
/product --to epic  " Community feature development "

Parameters#

ParameterRequiredDescriptionExample
descriptionโœ…Project description"Community feature development"

Options#

OptionDefaultDescription
--levelAuto-determinedBMAD project level (0-4)
--fromdiscoveryStarting stage
--tolaunchEnding stage
--skipNoneStages to skip (comma-separated)

Execution Flow#

Step 1: Project Initialization#

  1. Generate slug from project description (kebab-case)
  2. Auto-determine BMAD project level
    • Level 0: Simple bug fix โ†’ Skip Discovery/Specification/Launch
    • Level 1: Small-scale feature addition โ†’ Skip Discovery/Specification
    • Level 2: Medium-scale feature โ†’ Full execution
    • Level 3: Large-scale feature/new module โ†’ Full execution
    • Level 4: New project โ†’ Full execution (deep)
  3. Create .pipeline/{slug}.yaml state file
  4. Verify/create docs/ directory

Step 2: Discovery (Analysis)#

Skip condition: Level 0-1

โ†’ /product:discover  " {description} "
  • cc-product: User interview, assumption validation, experiment design
  • cc-product: Competitive analysis, vision formulation
  • cc-product: /product:research, /product:brainstorm
  • Artifacts: docs/discovery-{slug}.md

Step 3: Specification (Spec Verification)#

Skip condition: Level 0-1

โ†’ /product:specify  " {description} "
  • cc-spec-clarity: Socratic interview, Seed spec, ambiguity evaluation
  • cc-spec-clarity: Contrarian review + Simplifier simplification (parallel)
  • cc-spec-clarity: 3-stage evaluation (mechanical/semantic/consensus)
  • Gate: Specification Gate (ambiguity โ‰ค 0.2, convergence โ‰ฅ 0.95, Contrarian 0, consensus 3/3)
  • Artifacts: docs/seed-spec-{slug}.md, docs/socratic-discovery-{slug}.md, docs/decision-log-{slug}.md, docs/spec-evaluation-{slug}.md

Step 4: Planning#

โ†’ /product:plan
  • cc-product: /product:product-brief, /product:prd or /product:tech-spec
  • cc-product: Business model
  • cc-product Analyst: Requirements analysis, BDD Acceptance Criteria
  • Gate: BMAD Analysis Gate
  • Artifacts: PRD/Tech Spec + BDD Acceptance Criteria

Step 5: Design#

โ†’ /product:design
  • cc-product: /product:architecture, /product:create-ux-design
  • cc-product Architect + UX Designer: Parallel review
  • Gate: BMAD Solutioning Gate
  • Artifacts: Architecture Doc + UX Spec

Step 5.5: Scaffold#

Skip condition: Level 0-1

โ†’ /product:scaffold
  • cc-bricks-feature: Mason brick scaffolding per feature (co-bricks)
  • cc-flutter-dev: /bdd:generate for each feature + co-test-gen build_runner
  • Gate: Scaffold Gate (brick output, .feature files, test gen, step stubs)
  • Artifacts: Scaffolded feature directories, .feature files, widget + patrol test stubs

Step 6: Epic Creation#

โ†’ /product:epic
  • cc-dev-cycle: /zenhub:epic
  • cc-product: /product:create-story, /product:sprint-planning
  • cc-product PM: Story points, labeling
  • Gate: BMAD Planning Gate
  • Artifacts: ZenHub Epic + linked Stories

Step 7: Development#

โ†’ /product:develop --epic {epic_number}
  • Iterate through Stories within Epic, execute cc-dev-cycle 13 steps for each
  • cc-product: /product:dev-story
  • cc-product Flutter/Backend Dev: Implementation review
  • Gate: BMAD Implementation Gate
  • Artifacts: Implementation code + PR

Step 8: Launch#

Skip condition: Internal features, minor improvements

โ†’ /product:launch
  • cc-product: GTM strategy, ICP definition, messaging
  • cc-product: A/B testing, cohort analysis
  • Artifacts: docs/gtm-{slug}.md

Step 9: Completion#

  • Final state file update
  • Full pipeline summary report output
  • Artifact list cleanup

Stage Transitions#

After each stage completion:

  1. Verify artifact existence
  2. Verify gate passage (if applicable)
  3. Update state file
  4. Request user confirmation before entering next stage

Error Handling#

  • Gate failure: Display failure reason, guide to retry after fix
  • Source plugin not installed: Warn and guide manual progression of that stage
  • Interruption: Record last position in state file, resume later with --from option