search-dataflow
Search app data flow - query flow diagram (user input → debounce → alias check → provider dispatch → aggregate → rank → UI), state management patterns (mutableStateOf, mutableStateListOf, StateFlow, SharedFlow)...
Discover Documentation skills, compare source repositories and read the instructions for each workflow.
Search app data flow - query flow diagram (user input → debounce → alias check → provider dispatch → aggregate → rank → UI), state management patterns (mutableStateOf, mutableStateListOf, StateFlow, SharedFlow)...
Search app step-by-step guides - adding new providers (5 steps), adding settings (4 steps), adding settings screens (5 steps), Room database migrations, common file locations table, naming conventions, package...
Search app project overview - Android launcher-style search utility with Kotlin/Compose, provider-based architecture, unified interface for apps, files, contacts, web, settings, calculator, and Termux. Includes...
Search app provider system - interface definition (id, displayName, refreshSignal, initialize, canHandle, query, dispose), lifecycle diagram, 8 available providers (AppList, WebSearch, FileSearch, Contacts, Cal...
Search app repository layer - 7 repositories (ProviderSettings, ProviderRanking, Alias, FileSearch, Contacts, RecentApps, PinnedApps), singleton pattern with double-checked locking, StateFlow reactive settings...
Search app UI architecture - Compose component hierarchy (SearchTheme, MainActivity, SettingsActivity), enum-based navigation pattern (no Navigation Component), dynamic theme system with Material 3, reusable se...
Security-focused code audit for healthcare and military contexts. Use when reviewing authentication, authorization, data handling, HIPAA compliance, or OPSEC/PERSEC requirements. Essential for PHI handling and...
Execute resident-requested swaps with safety checks, audit trails, rollback capabilities, and escalation procedures. Use when processing swap requests, validating against constraints, or managing swap lifecycle...
Toggle PAI governance enforcement on/off. Control chain-of-command routing and session-end requirements.
Multi-objective schedule optimization expertise using constraint programming and Pareto optimization. Use when generating schedules, improving coverage, balancing workloads, or resolving conflicts. Integrates w...
Pre-flight verification for scheduling constraint development. Use when adding, modifying, or testing constraints to ensure they are properly implemented, exported, registered, and tested before commit.
Design UI/UX concepts for apps and web services through systematic research and questioning. Use PROACTIVELY when designing app interfaces, determining visual direction, creating design systems, choosing color...
Review essential documentation and context at session start. Use when beginning a new session to load AI rules, git state, and pending tasks.
Invoke HISTORIAN for session documentation, historical records, and continuity. Creates human-readable narratives for non-technical stakeholders. Not invoked for routine work - only for poignant, significant se...
Invoke COORD_TOOLING for tools and skills development
Advanced pytest patterns for Python backend testing. Use when dealing with async tests, complex fixtures, mocking strategies, database testing, or debugging flaky tests. Complements test-writer with deeper patt...
Invoke COORD_OPS for releases, documentation, and CI/CD operations
Invoke MEDCOM for military medical advisory, ACGME interpretation, and domain expertise. Advisory-only agent that surfaces clinical information for physician decision-making. Never makes medical decisions.
Generate a comprehensive resilience status report using all available MCP tools. Aggregates unified critical index, burnout Rt, early warnings, utilization, and defense levels into a single actionable dashboard...
Understand agent context isolation and write effective prompts for spawned agents. Use when orchestrating multi-agent workflows to ensure subagents receive complete, self-contained context.
Create new skills with proper structure and YAML frontmatter. Use when building new slash command skills, ensuring consistent formatting, directory structure, and validation. Guides through the complete skill c...
Family Medicine Residency Excel-based scheduling. Use when working with academic year block schedule spreadsheets to assign faculty half-days (C, GME, DFM) and resident half-days, validate constraints, process...
Mandatory session close-out with IG audit, AAR, HISTORIAN, and RELEASE_MANAGER. Enforces clean session handoff.
Claude Code ベストプラクティスの対話形式セットアップウィザード。Use PROACTIVELY when setting up new projects, configuring Claude Code, adding agents/rules/hooks, or when user mentions "bootstrap", "setup claude...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.