Triggered when a task completes, runs phase-appropriate tests (not all 8), moves passing tests to regression folders, and updates task status.
Load CSV/XLSX into DuckDB with validation and an ETL markdown report
Expert knowledge in Go clean architecture patterns and best practices
name: diff-doc-sync
Define services, provide layers, compose dependencies, and switch live/test. Use for DI boundaries and app composition.
Integrate Dapr building blocks for event-driven microservices - Pub/Sub, State Management, Secrets, Service Invocation, and Jobs API. Use when implementing event-driven architecture for Phase 5. (project)
When asked to commit the codebase, follow these guidelines
Use when working with stacked diffs (branch B based on branch A, which is based on main).
Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and visibility based on how the recommendation system ranks content.
Build the Astro frontend with Tailwind CSS v4 via the Vite plugin, a WPGraphQL data layer, and React islands (shadcn/ui) only where needed. Use when implementing or fixing frontend files under frontend/ for this WordPress headless repo.
Draft a repo-local plan using the plan skill template and optionally save it.
Recomputes upcoming workouts based on recent runs, feedback, and safety limits.
Scan images and runtime for CVEs and policy violations.
Assess data privacy and compliance risks in pilot data workflows and outputs. Use when evaluating data handling practices, consent requirements, and privacy regulations for pilot initiatives.
Enforce Cookmate frontend style. Use for any UI/UX work to keep brand colors/typography, AppShell patterns, and professional interaction states. Covers desktop + mobile.
[74] CLOSE. Quick checkpoint during active work when context is running low. Use multiple times per development cycle to preserve progress and lessons. Lighter than close-session — no full handoff needed. Triggers on 'save progress', 'checkpoint', 'context low', or automatically when nearing token limits.
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
Ask the user to pick a response style and persist the preference.
[62] VALIDATE. Final self-check before delivery. Verify goal alignment, completeness, correctness, and identify residual risks. Produces quality score (0-100) and delivery status. Use when completing any significant work, before handoff, or when you need confidence that work is ready.
Use when checking for data leaks, PII handling, and license risks in Python research code.