中文优先：用于composemultiplatform模式相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming,…
Docker Compose production patterns 2025 including multi-environment strategies, health checks, and modern compose features
Audit and improve Jetpack Compose runtime performance from code review and architecture. Use when asked to diagnose slow rendering, janky scrolling, excessive recompositions, or…
Design and generate a compatible project from the Python Template component layers or presets. Use when choosing a workload, framework, AI providers, data engines, interfaces,…
PR 差分 or ローカルブランチ差分に対してレビュー本文 (body / event / comments[]) を生成する skill。`/pr-review-style-reference` slash command とプロジェクト指示ファイル (REVIEW.md / AGENTS.md / .claude/CLAUDE.md /…
Use when writing or reviewing Jetpack Compose parameter stability, compiler reports, skippability, unstable UI state classes, collection parameters, or Kotlin 2.0+ strong skipping…
Open and edit checked-in .uid designs, compare real renders against references, and implement them in application code.
Drive a live Composer page from the agent side via the loopback debug port — evaluate expressions against the running client, list plugins and operations, invoke an operation.
Use when building or maintaining a Composer library — versioning, Laravel integration, autoloading, publishing to private registries — even when the user says 'release a new…
Composio provides 1000+ pre-built toolkits with managed authentication, context management, and sandboxed execution to connect AI agents to external apps like Gmail, Slack,…
Use when Codex needs to run CI/CD or cross-service automations through the Composio MCP server.
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, ch — from…
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Automate Cdr Platform tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Cloudflare API tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Cloudflare tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Cloudflare Browser Rendering tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Contentful Graphql tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Docker Hub operations -- manage organizations, repositories, teams, members, and webhooks via the Composio MCP integration. — from phamlongh230-lgtm/yamtam-engine
Automate Hashnode tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Neon serverless Postgres operations -- manage projects, branches, databases, roles, and connection URIs via the Composio MCP integration.
Automate OneSignal tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Prerender tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Proofly tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Scrapfly tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Shorten Rest tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Test App tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Use when designing, implementing, or troubleshooting Salesforce Composite API requests — covering the /composite/ resource with cross-subrequest referenceId wiring,…
Use when authoring or refactoring composite React components in `@dxos/react-ui` and sibling UI packages — namespaced primitives like `Foo.Root` / `Foo.Trigger` / `Foo.Content`…
Token-efficient JS/TS code investigation. Use when exploring unfamiliar code, tracing symbol usage, understanding a file before editing, debugging cross-file behavior, or…
Document solved problems for team reuse. Provides process knowledge for /ia-compound. Use when documenting a resolved issue, writing up lessons learned, capturing a post- — from…
Make your AI agent learn and improve automatically. Reviews sessions, extracts learnings, updates memory files, and compounds knowledge over time.
Make your AI agent learn and improve automatically. Reviews sessions, extracts learnings, updates memory files, and compounds knowledge over time.
Compound Engineering workflow for AI-assisted development. Use when planning features, executing work, reviewing code, or codifying learnings.
Captures durable knowledge after completing work so future sessions benefit. Activates during the ship phase — updates CLAUDE.md with architectural decisions and gotchas, writes…
Design, implement, and operate a self-improving AI Operating System for business with 9 components: Strategic Layer, Prioritization Engine, Knowledge Management, Central Ops,…
Negative fixture for the gate-conformance suite: the audit-state sidecar declares `comprehension_state: present` but the SKILL.md omits the five flat Understanding fields.
Complete frontend development skill combining distinctive design aesthetics with technical excellence.
A comprehensive skill demonstrating all frontmatter fields. Use for testing complete SKILL.md parsing.
Complete testing strategy covering TDD workflow, test pyramid, unit/integration/E2E/property testing, framework best practices (Jest, Vitest, pytest), mock strategies, and CI…
Requires detailed type annotations for all Python functions, methods, and class members.
Read and write compressed sequence files (gzip, bzip2, BGZF) using Biopython. Use when working with .gz or .bz2 sequence files. Use BGZF for indexable compressed files.
How to refactor wordy, repetitive system prompts into high-density imperative token structures, cutting baseline system prompt costs by 70% while improving instruction adherence.
Dieser Skill wird aktiviert, wenn der Benutzer den "visualizer", "react app", "demo", "clinical visualization", "token reduction visualisieren", "pipeline ergebnisse anzeigen",…
Use when when evaluating a new or updated version of a data processing tool (especially asari or similar LC-MS workflows) before production deployment, or when verifying claims…
Detect and diagnose CUDA correctness bugs with NVIDIA Compute Sanitizer. Routes GPU memory errors, shared-memory data races, uninitialized-memory reads, and…
Use when a task needs the judgment of a systems engineer/architect working at the whole-program level — decomposing requirements across hardware/software/network subsystems,…
Build computer vision systems using CNNs and modern architectures. Use for image classification, object detection (YOLO, Faster R-CNN), image segmentation, face recognition, and…
Transform nebulous ideas into sharp, testable frameworks through multi-perspective dialectical interrogation.
Turn concepts into animated explainer videos using Manim (Python) with MP4/GIF output, audio overlay, multi-scene composition.
Expert assistant for provisioning charm development and testing environments using concierge. Use when setting up development machines, bootstrapping Juju controllers, installing…
The industry standard framework for building MCP servers, MCP tools, MCP resources, and MCP applications in Python.
Use when working with ANY Concourse CI task: writing pipelines, configuring resources, building images with oci-build-task, troubleshooting failing jobs, migrating from legacy…
Swift 6.2 concurrency updates including default MainActor inference, @concurrent for background work, isolated conformances, and approachable concurrency migration.
Concurrency debugging skill for diagnosing data races and deadlocks. Use when reading TSan race reports, debugging deadlocks with GDB thread inspection, analyzing lock-order…
Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management.
Go concurrency safety review. Use when checking goroutines, channels, race conditions, or synchronization.
Force the thread interleavings that expose races by using barriers, stress loops, and linearizability checks instead of hoping the scheduler hits them.
Develop advanced debugging workflows for concurrent rendering, including reproducibility under non-deterministic scheduling.
Testing concurrent code including race condition detection, deadlock prevention, thread safety verification, and parallel execution correctness.