ไปๆง้งๅ้็บ๏ผSDD๏ผใฏใผใฏใใญใผใ่ชๅ็บๅใงๅผทๅถใSubtask้ๅงๆใซAC็ขบ่ชใTDDๅฎ่กใๅฎไบๆใซACใใงใใฏใๅฎๆฝใในใณใผใๅคๅฎ่ฃ ใ็ฆๆญขใUse when implementing features, creating new functionality, or when "ๅฎ่ฃ ใใฆ", "ไฝๆใใฆ", "้็บใใฆ" keywords appear.
ๅฝๆๅคๆญฅ้ชคไปปๅก็่งๆ ผๆ้ๆฑๆถไฝฟ็จ๏ผๅจๅจไปฃ็ ไนๅใ็ผๅๅ จ้ข็ๅฎๆฝ่ฎกๅ๏ผๅ่ฎพๅทฅ็จๅธๅฏนไปฃ็ ๅบ้ถไธไธๆใUse when you have a spec or requirements for a multi-step task, before touching code. Write comprehensive implementation plans.
Compound Engineering methodology - PlanโWorkโReviewโCompound loop where each unit of work makes subsequent work easier. Use when implementing features, fixing bugs, or any development work.
ใชใผใใณ Issue ใฎไธ่ฆงใๅชๅ ้ ไฝไปใใง่กจ็คบใใใใIssue ไธ่ฆงใใIssue ใชในใใใใชใผใใณ IssueใใIssue ใ่ฆใใฆใใใใฑใใไธ่ฆงใใๆช่งฃๆฑบ IssueใใIssue ็ขบ่ชใใชใฉใง่ตทๅใๅชๅ ๅบฆ้ ใซใฝใผใใใฆ่กจ็คบใ
Enforce session-first workflow (plan โ implement โ verify โ document). Use whenever starting non-trivial work, debugging >15 minutes, or doing cross-cutting changes.
Apply throwaway prototyping methodology when exploring new concepts, unfamiliar technology, or unclear requirements. Build fast, learn deeply, then rebuild properly. Use for feasibility studies, proof-of-concepts, and learning exercises.
Use when analyzing requirements or project specifications - guides shannon analyze command, explains 8D complexity output, caching behavior, context-aware mode with --project flag
Assess implementation risks using Probability ร Impact (PรI) scoring methodology across 6 categories (Technical, Security, Performance, Data, Business, Operational). Scores risks (PรI: 1-9), develops mitigations for high-risk items (score โฅ6), and prioritizes test scenarios (P0/P1/P2). Use before implementation or during quality review to identify and mitigate potential issues.
Provide technical leadership guidance for reviews, mentoring, and decisions
Detect stack and generate project-specific skills
Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches
Sprint(Iteration) ๋ชฉํ ์ค์ ๋ฐ ์์. Use when (1) ์ Sprint ์์, (2) Sprint ๊ณํ ์๋ฆฝ, (3) /SEMO:sprint create ์ปค๋งจ๋.
Incorporates external variables (holidays, weather, events) into TimeGPT forecasts to improve accuracy. Use when forecasts require external data, holidays impact sales, or weather affects demand. Trigger with "include holidays", "add weather data", "integrate events".
์์ ์์ (Supabase DB ๊ธฐ๋ฐ). Use when (1) "๋๋ #123 ์์ ์งํ", (2) "#45 ์์ํ์", (3) "์ด์ ์์ ์์ํด์ค". ์ด์ ์ํ ๋ณ๊ฒฝ + ๋ธ๋์น ์์ฑ + Draft PR.
Generates weekly release cycle reports for the team. - preview: What's shipping (run Sunday after release train) - retro: What happened (run Tuesday after prod stabilizes)
Use when decomposing complex work. Dispatch fresh subagent per task, review between tasks. Flow: Load plan โ Dispatch task โ Review output โ Apply feedback โ Mark complete โ Next task. No skipping reviews, no parallel dispatch.
ใฟในใฏ้ๅงใใญใผใฎใจใณใใชใผใใคใณใใprompt-analyzer ใฎๅๆ็ตๆใๅใๅใใpm SubAgent ใซๅง่ญฒใใใ
How to use bd (beads) for issue tracking, ready work, status updates, and comments in this repo.
ไปๆง็ญๅฎSkillใ่ช็ถ่จ่ชใฎ่ฆไปถใใๆง้ ๅใใใไปๆงๆธ๏ผEPIC/Story/Subtask๏ผใๆฎต้็ใซ็ๆใๅฎไบๆใซ /branch ใจ /pr ใ่ชๅๅผใณๅบใใUse when "specใไฝๆใใฆ", "ไปๆงใ็ญๅฎใใฆ", "่ฆไปถใๆด็ใใฆ" keywords appear.
