subagent-driven-development
Use fresh agents for focused subtasks to avoid context pollution
Use fresh agents for focused subtasks to avoid context pollution
Use when saving workflow state to Serena MCP memory at research, planning, execution, or completion stages - enables resuming work later with /cc:resume command
A short checklist for kicking off work effectively: plan, branch, track with bd, and set up validation.
ใฝใใใฆใงใข่จญ่จใใญใฅใกใณใ๏ผSDD๏ผใไฝๆใป็ฎก็ใปๅฎ่ฃ ใใพใใrequirements/ใdesign/ใtasks/ใฎไฝๆใใใใฟในใฏๅฎ่กใป้้ ใฌใใฅใผใพใงใฎๅ จๅทฅ็จใ็ตฑๆฌใใพใใSDDใฏใผใฏใใญใผๅ จไฝใฎ็ฎก็ใๅฟ ่ฆใชๅ ดๅใซไฝฟ็จใใฆใใ ใใใ
ๅๅปบๆฐๆ่ฝใ็ผ่พ็ฐๆๆ่ฝๆ้จ็ฝฒๅ้ช่ฏๆ่ฝๆถไฝฟ็จใๅฐ TDD ๅบ็จไบๆต็จๆๆกฃ็ผๅใUse when creating new skills, editing existing skills, or verifying skills work before deployment. Writing skills IS Test-Driven Development applied to process documentation.
Classify intervention urgency and apply appropriate response tier protocols.
่จญ่จ่จ็ปในใญใซใTDD้็บๅใฎ่จญ่จใใงใผใบใๆฏๆดใใไปๆงใใญใฅใกใณใใไฝๆใUse when: ๆฐๆฉ่ฝใปAPIใป็ป้ขใปใคใณใใฉใฎ่จญ่จใๅฎ่ฃ ๅใฎไปๆง็ญๅฎใไพ้ ผใใใๆใ
Evening routine - reflect on the day, mark completed tasks with timestamps, update task file status, identify tomorrow's priority. Use at the end of your day.
ๅฝๆไนฆ้ขๅฎๆฝ่ฎกๅ้่ฆๆง่กๆถไฝฟ็จ๏ผๅจๅ็ฌไผ่ฏไธญๆง่กๅนถ่ฎพ็ฝฎๅฎกๆฅๆฃๆฅ็นใUse when you have a written implementation plan to execute in a separate session with review checkpoints. Batch execution with checkpoints for architect review.
Display routing correlation statistics - how well the skill router predicts actual skill usage
Use when complex problems require systematic step-by-step reasoning with ability to revise thoughts, branch into alternative approaches, or dynamically adjust scope. Ideal for multi-stage analysis, design planning, problem decomposition, or tasks with initially unclear scope.
When reporting bugs found during manual testing or QA validation.
ํ์ ๋ น์ทจ๋ก์ ๋ถ์ํ์ฌ Supabase discussions ํ ์ด๋ธ์ ํ์๋ก/์์ฌ๊ฒฐ์ ๋ก๊ทธ ์์ฑ. Use when (1) ํ์ ๋ น์ทจ๋ก ์์ฝ ์์ฒญ, (2) /summarize-meeting ์ปค๋งจ๋, (3) ์์ฌ๊ฒฐ์ ์ฌํญ ์ ๋ฆฌ ์์ฒญ, (4) Action Items ์ถ์ถ ์์ฒญ.
ๅๆๅนถ้่ฟๆบ่ฝๆธ ็ๅปบ่ฎฎๅๆถ macOS ็ฃ็็ฉบ้ดใๅฝ็จๆทๆฅๅ็ฃ็็ฉบ้ด้ฎ้ขใ้่ฆๆธ ็ Mac ๆๆณไบ่งฃไปไนๅ ็จไบๅญๅจ็ฉบ้ดๆถ๏ผๅบไฝฟ็จๆญคๆ่ฝใไธๆณจไบๅฎๅ จ็ไบคไบๅผๅๆ๏ผๅจๆง่กไปปไฝๅ ้คๆไฝๅ้่ฆ็จๆท็กฎ่ฎคใ
Generate Draw.io network topology diagrams from Cisco router and switch configurations. Use when asked to visualize network topology, create network diagrams, map network infrastructure, or generate visual representations from Cisco device configs. Supports parsing show commands, configuration files, CDP/LLDP neighbor data, and routing protocol information to automatically create professional network diagrams.
Detects task stagnation and prevents wasted iterations. Auto-triggers after repeated failures or no progress.
Index of available skills with triggers. Use FIRST when starting any task to check which skill might help.
Use during quarterly or annual roadmap planning, when Engineering wants tech debt work while PMs want features and Leadership wants moonshots, to force explicit resource allocation
GitHub Trending ๆข็ดขไธๅๆใ็จไบๅ็ฐ็ญ้จๅผๆบ้กน็ฎใๆๆฏ่ถๅฟใๅผๅ่ ๅๅฅฝ๏ผๅธฎๅฉ็่งฃๆๆฏ็คพๅบ็ๅ ด่ถฃ่ตฐๅใ
Use at development completion - guides branch integration with Shannon 3-tier validation (0.00-1.00 readiness score), MCP merge pattern analysis, and Serena risk assessment