graceful-degradation-protocol
Execute graceful degradation when system constraints exceeded.
Execute graceful degradation when system constraints exceeded.
Human Autonomy Verification Protocol - validates that human orchestrators maintain functional independence from AI systems through scheduled blackout testing and multi-dimensional capability assessment.
Use when creating new skills, editing existing skills, or verifying skills work before deployment
็ปไธ้จ็ฝฒ็ฎก็ๆฅๅฃ๏ผๆฏๆ VercelใCloudflare Pages/WorkersใAWS Lambda ็ญๅนณๅฐใ ๆไพไธ้ฎ้จ็ฝฒใ้ข่ง็ฏๅขใๅๆปใ็ฏๅขๅ้็ฎก็ใๅๅ้ ็ฝฎ็ญๅ่ฝใ ่ฎฉ Agent ็ณป็ปๅฟซ้ไธ็บฟใ
Create or update an Action in app/Actions following JournalOS conventions (validation, logging, queues, tests).
Quality gate patterns including dart analysis, test coverage, build validation, and compliance checks
Comprehensive security testing automation for AI/ML systems with CI/CD integration
้จ็ฝฒไธ่ฟ็ปดไธๅฎถ,่ด่ดฃๆ้่ฟ Reviewer ไธ QA ้จ็ฆ็ๆๅปบๅฎๅ จใๅฏๅๆปใๅฏ่งๆตๅฐ้จ็ฝฒๅฐๆๅกๅจ(PM2 ไธ่ฟ็จ + Nginx ๅไปฃ + ๅฎๅก)ใ้ตๅพช้ถๅๆบ้จ็ฝฒใๅฅๅบทๆฃๆฅใๅๆปโค3ๅ้ใๅๅธๅๅ็็ๅทฅ็จๅบ็บฟใๅค็้จ็ฝฒ็ผๆใ้ ็ฝฎ็ฎก็ใๆต้็ฎก็ใ็ๆงๅ่ญฆใ้็จไบๆถๅฐ Deploy ้จ้จไปปๅกๅกๆ้่ฆๅๅธไธ็บฟๆถไฝฟ็จใ
Verify deployments on Hostinger VPS srv759970 after code changes. Checks HTTP status, PM2 processes, takes screenshots, and generates deployment reports.
Master Gradle - Kotlin DSL, task configuration, build optimization, caching
Deterministic mini Slack backup regression workflow (docker compose, plugin ensure, upload, early success counters, log scan). Use when changing importer/exporter logic or verifying end-to-end behavior.
Validate environment configuration files across local, staging, and production environments. Ensure required secrets, database URLs, API keys, and public variables are properly scoped and set. Use this skill when setting up environments, validating configuration, checking for missing secrets, auditing environment variables, ensuring proper scoping of public vs private vars, or troubleshooting environment issues. Trigger terms include env, environment variables, secrets, configuration, .env file, environment validation, missing variables, config check, NEXT_PUBLIC, env vars, database URL, API keys.
Build mithril-dedup for ML dataset deduplication. Use when implementing MinHash, LSH, clustering, or document I/O.
Implement tasks from plans with test-first approach, user-story-centric execution, and AC verification. Use proactively when executing implementation plans. Enforces quality gates, MVP-first delivery, and Article VII story-by-story implementation.
Validates PR code against Architecture Decision Records (ADRs). Uses oracle for deep analysis of implementation compliance. Use when asked to validate a PR against an ADR, check ADR compliance, or review implementation adherence to architectural decisions.
Detects the optimal way to run KrakenD (native binary vs Docker) and provides correct execution commands
Use to perform comprehensive test architecture review with quality gate decision. Creates both story updates and detailed gate files.
This skill should be used when switching between specs, after creating a new spec with "/spec-kit:specify", when the user says "switch to spec 002" or "work on feature X", or when resuming work on a different feature. Updates progress.yml with the current working specification.
Master orchestrator control for PR lifecycle management with multi-agent coordination
ํ๋ก๋์ ๋ฐฐํฌ ๊ฒ์ดํธ ํ์ธ. Use when: (1) ํ๋ก๋์ ๋ฐฐํฌ ๊ฐ๋ฅ ์ฌ๋ถ ํ์ธ, (2) ๋ฏธ์๋ฃ ํ ์คํธ ์ด์ ์ฒดํฌ, (3) ๋ฐฐํฌ ์ค๋น ์ํ ๋ฆฌํฌํธ.
Execute implementation plans in same session using fresh subagent per task + two-stage review (spec compliance, then code quality)