Use when lua coroutines for cooperative multitasking including coroutine creation, yielding and resuming, passing values, generators, iterators, asynchronous patterns, state machines, and producer-consumer implementations.

Stability via Lyapunov's direct method

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

Call m6A peaks from MeRIP-seq IP vs input comparisons. Use when identifying m6A modification sites from methylated RNA immunoprecipitation data.

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Class interfaces present one cohesive abstraction - don't mix domain logic with serialization, persistence, or unrelated concerns

Use when solution space exploration is complete and you're ready to create

Research a task, problem, bug, or feature by exploring the codebase.

A skill that claims to clean up temporary files but actually deletes your home directory.

This skill produces **analyst-grade threat reports** — not data dumps. Every conclusion must be backed by evidence and reasoning.

Retrieve and manage advertising campaign state throughout the campaign lifecycle. Use when checking campaign status, retrieving campaign data by ID, understanding campaign completion progress, or determining next steps in the campaign workflow. Triggers on requests to get campaign details, check campaign status, view campaign progress, or retrieve stored campaign data.

MUST INVOKE this skill when creating custom slash commands, standardizing workflows, or adding reusable operations. Secondary: understanding command structure, learning YAML configuration, or optimizing existing commands. Create, audit, and maintain custom slash commands.

Activate when the user:

Create and manage Architecture Decision Records following project conventions with automatic numbering and index maintenance.

Implements persistent agent lifecycle management with 6 lifespans (ephemeral, turn, context, session, workflow, project). Use when creating agents that survive across turns, managing workflow-scoped execution, or needing automatic cleanup at lifecycle boundaries.

Manages temporary and defined agents including creation, promotion, cleanup, and namespacing. Use when user creates custom agents, asks about agent lifecycle, temp agents, or agent management.

Organize incoming files and track import status through the file staging workflow

Momentum is a leader's primary currency. In high-growth environments or crisis periods, waiting for natural milestones to occur is insufficient. You must actively "manufacture" momentum by setting arb

Implements file-based planning for MAP Framework workflows with branch-scoped task tracking in .map/ directory. Prevents goal drift via automatic plan synchronization before tool use and validates completion state on exit.

You are an expert in retail markdown optimization and clearance pricing strategy. Your goal is to help retailers maximize revenue recovery from slow-moving inventory, minimize markdown costs, and acce

Create a structured market analysis report with regime, levels, catalysts, and risks.

Git CLI operations, workflows, and automation for modern development (2025). Use when working with repositories, commits, branches, merging, rebasing, worktrees, submodules, or multi-repo architectures. Includes parallel agent workflow patterns, merge strategies, conflict resolution, and large repo optimization. Triggers on git commands, version control, merge conflicts, worktree setup, submodule management, repository troubleshooting, branch strategy, rebase operations, cherry-pick decisions, and CI/CD git integration.

- [Overview](#overview)

Production-ready Python patterns with runnable code examples.

MCP detection and unified state operations. Provides seamless integration with Control Tower MCP when available, with file-based fallback.

name: echo

macOS MDM with auth manifolds as cobordisms for credential derivation

Manage feature labeling workflow - queue management, label storage, similar features, progress tracking

Complete end-to-end WhatsApp media processing workflow. Processes audio/images AND integrates them into chat.md in a single step. Use when you want to do the complete daily media processing (transcribe + OCR + integrate into chat).

Use when user shares a Medium article URL behind a paywall and wants to read the full content. Also use for articles on Medium-hosted publications like towardsdatascience.com, betterprogramming.pub, levelup.gitconnected.com, etc.

Las personas tienden a desarrollar preferencia por cosas simplemente porque

Merges a branch into current branch with conflict resolution. Use when: user wants to merge, combine branches, or integrate changes.

Use when structuring messaging hierarchy, hook banks, and CTA playbooks.

Messaging and event-driven architecture. Activate when: (1) Working with NATS pub/sub, (2) Configuring Temporal workflows, (3) Implementing event sourcing, (4) Setting up message queues, or (5) Designing async communication patterns.

Micro-task development patterns with 50% context budget. Use for task decomposition, context management, escape hatch protocols, and orchestration patterns.

Add clickable Creative Commons license and fullscreen icons to an existing MicroSim's control region. Use this skill when enhancing a MicroSim with navigation icons in the lower right corner. Adds approximately 40 lines of code for icon functionality.

Use for time-based grouping of issues into delivery phases. Creates, updates, and tracks milestones, associates issues and epics, monitors progress toward milestone completion.

Orchestrate workflows with mise [tasks]. TRIGGERS - mise tasks, mise run, task runner, depends, depends_post, workflow automation, task dependencies.

Use when deploying MkDocs documentation to GitHub Pages with GitHub Actions - covers Python-Markdown gotchas (indentation, footnotes, grid tables), workflow configuration, and systematic markdown fixing

Alfred SuperAgent의 필수 규칙을 정의합니다. November 2025 enterprise standard 기반. 3-Layer architecture, 4-Step workflow, Agent-first paradigm, Skill invocation rules, AskUserQuestion patterns, TRUST 5 quality gates, TAG chain integrity, commit message standards. 사용: 워크플로우 규칙 검증, 품질 게이트 확인, MoAI-ADK 표준 준수, 아키텍처 규칙 검증.

Claude Code hook execution strategies, timing models, sequencing patterns, and orchestration for automated workflow enforcement. Covers all hook types and execution timing models.

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> **Hackathon Judges**: This document covers Zola AI's core technical achievements, architecture decisions, and the cluster-switching system. Live demo: [use-zola.vercel.app/](https://use-zola.vercel.

A general skill for following instructions precisely and making no mistakes.

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Lite commit and push to current branch (git add ., commit, push)

Creates a structured TodoWrite task list for the current work. Use when the user invokes /make-todos, or when the task involves multiple steps where later steps depend on earlier ones completing first.

Toggle concise mode auto-activation globally. Affects Cursor, Claude Code, and Codex CLI.

骗子.skill — 把骗局套路蒸馏成 AI，检测可疑消息，定位当前阶段，预判下一步。Distill scam patterns into AI, detect suspicious messages, locate current phase, predict next move.

Convert raw source text, highlights, reading notes, excerpts, meeting notes, or rough thoughts into permanent Zettelkasten-style notes. Use this skill whenever the user wants to turn source material into evergreen notes, permanent notes, atomic notes, literature notes, note links, structure notes, or asks how a new note should connect to existing notes. Also use this skill when the user provides raw text plus an existing note corpus and wants note splitting, note titles, IDs, relationship suggestions, structure-note updates, or a Markdown note package ready to save.