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Promptfoo evaluation framework for testing and comparing LLM outputs. Use when writing eval configs, creating test cases, debugging eval runs, or working with assertions.
CRITICAL: Use for mutability issues. Triggers: E0596, E0499, E0502, cannot borrow as mutable, already borrowed as immutable, mut, &mut, interior mutability, Cell, RefCell, Mutex, RwLock, 可变性, 内部可变性, 借用冲突
Hunt for a specific APT/threat actor in your environment. Use when you have a threat actor name or GTI collection ID and want to search for their TTPs and IOCs. Gathers intelligence from GTI, searches SIEM for IOCs and TTP-based indicators, and docum...
Transform vague ideas into implementation-ready specifications through structured interviewing. Use when user describes a new feature/product idea, has a problem to solve, needs to document requirements, or says things like "帮我梳理需求", "interview me ab...
Install and configure Lokalise SDK/CLI authentication. Use when setting up a new Lokalise integration, configuring API tokens, or initializing Lokalise in your project. Trigger with phrases like "install lokalise", "setup lokalise", "lokalise auth",...
Kessoku compile-time DI with parallel initialization for Go. Use when writing or debugging kessoku providers/injectors, enabling async dependencies, migrating from google/wire, or fixing go:generate/codegen issues in Go services.
Master state management - Redux Toolkit, Zustand, TanStack Query, and data persistence
Implement PRDs/specs with a mandatory precheck review before coding. Use when a user asks to implement a PRD/feature spec/requirements doc or says "implement PRD/spec". Perform a preflight review, raise questions on scope/consistency/risks, then impl...
CRITICAL: Use for domain modeling. Triggers: domain model, DDD, domain-driven design, entity, value object, aggregate, repository pattern, business rules, validation, invariant, 领域模型, 领域驱动设计, 业务规则
Implement PRDs/specs with a mandatory precheck review before coding. Use when a user asks to implement a PRD/feature spec/requirements doc or says "implement PRD/spec". Perform a preflight review, raise questions on scope/consistency/risks, then impl...
Update and maintain core repository documentation files (README.md, CHANGELOG.md, LICENSE, CONTRIBUTING.md) before commits or releases. Use when users need to update documentation to reflect code changes, prepare for releases, or ensure documentation...
Design spec-based review workflows with visual proof and issue classification. Use when setting up review processes, validating against specifications, or implementing screenshot-based visual validation.
Calculate SAPS-II (Simplified Acute Physiology Score II) for ICU patients in MIMIC-IV. Use for mortality prediction, severity assessment, or international ICU benchmarking.
Phi-4 LLM interaction skill for generating text completions via Ollama API. Use for all LLM inference tasks including section detection, summarization, recommendation generation, and quality evaluation.
Performance benchmarking practices using pytest-benchmark. Activated when working with benchmarks, performance testing, or optimization.
Performance benchmarking practices using pytest-benchmark. Activated when working with benchmarks, performance testing, or optimization.
Build Front plugins using the Plugin SDK. Use when creating sidebar plugins, composer plugins, or extending Front's UI. Triggers on plugin, front plugin, sidebar plugin, composer plugin, @frontapp/plugin-sdk.
Manage tasks in Reclaim.ai calendar scheduling app. Use when creating, updating, listing, completing, or deleting Reclaim tasks, or working with calendar scheduling, task priorities, time blocking, or task duration management.
Load when you struggled with something docs would have helped, when you're about to move on from a complex area you now understand, or when managing skills
This skill should be used when user asks to "query Supabase", "list Supabase tables", "get Supabase schema", "search Supabase records", "check Supabase database", "Supabase auth", "Supabase authentication", "RLS policy", "row level security", "Supaba...
Test SwiftUI apps with XCTest, UI tests, snapshot testing, and async testing. Use when writing unit tests for ViewModels, creating UI automation tests, implementing snapshot tests, or testing async code.
Use for WordPress Playground workflows: fast disposable WP instances in browser or locally via @wp-playground/cli, auto-mounting plugins/themes, switching WP/PHP versions, blueprints, and debugging with Xdebug.
Identify hidden assumptions about users in code that could exclude or harm. A focused analysis asking "What am I assuming about the person using this?"
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