Orchestrates multi-log workflows with parallel execution for batch operations across many logs

When a mode needs to read, create, or write (log progress) to a log file.

Read MetaTrader 5 log files. TRIGGERS - MT5 logs, Experts pane, indicator errors, compilation errors.

Validates logs against type-specific schemas checking frontmatter, structure, and required fields

Log the work segment that you did after the last work log until now in a

Creates or updates logs using type-specific templates with automatic validation and formatting

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Configures logging systems, log aggregation, and log analysis pipelines

Comprehensive guide to preventing PII and secrets from appearing in logs through redaction strategies, safe logging practices, and automated filtering.

Generate creative logo concepts and design directions

Manage car logo fetching, scraping, and Vercel Blob storage in the logos package. Use when adding new car brand logos, updating logo sources, debugging brand name normalization, managing Vercel Blob storage, or optimizing logo caching.

Editing mode for clarity and semantic density; use for prompts, docs, specs, emails, and naming.

logos-reader-architect

Implements session replay and error tracking with LogRocket for debugging user issues. Use when adding session recording, error monitoring, and performance tracking to React applications.

Format any content as a Logseq-compatible outline using nested bullets (no markdown headers, no bold). Works in both Claude Code and Claude Desktop.

Migrate Logseq graphs to Obsidian vaults. Use when the user wants to convert their Logseq notes to Obsidian format, migrate from Logseq, or mentions both Logseq and Obsidian in a migration context. Handles property conversion, admonition blocks, block references, journal renaming, collapsed states, numbered lists, and image syntax. Designed for Claude Code usage from within the user's Logseq graph folder.

Query and analyze logs using Loki and LogQL. Provides patterns for correlation ID tracing, error investigation, and service debugging using HuleEdu's structured logging. Integrates with Context7 for latest Loki documentation.

Create portable AI modules with lazy context loading that work across multiple AI assistants (Claude Code, Cursor, Gemini CLI).

Production Brief methodology for complex Veo 3 video scenes. Use when creating scenes with dialogue, character continuity, structured settings, or multi-beat sequences. Provides 11-block framework (Format & Tone, Main Subjects, Wardrobe & Props, Location & Framing, Lighting & Palette, Continuity Rules, Actions & Camera Beats, Montage Plan, Dialogue, Sound & Foley, Finish) for professional, replicable results.

Framework for building AI agents that work effectively across multiple context windows on complex, long-running tasks. Use when building agents for multi-hour/multi-day projects, implementing persistent coding workflows, creating systems that need state management across sessions, or when an agent needs to make incremental progress on large codebases. Provides initializer and coding agent patterns, progress tracking, feature management, and session handoff strategies.

Autonomous multi-step work with dual-reviewer supervision (1A2A workflow) and compound engineering principles

This skill should be used when the user asks to 'look at', 'analyze', 'describe', 'extract from', or 'what's in' media files like PDFs, images, diagrams, screenshots, or charts. Triggers include: 'what does this image show', 'extract the table from this PDF', 'describe this diagram', 'what's in this screenshot', 'analyze this chart', 'read this image', 'get text from this PDF', 'summarize this document', or requests for specific data extraction from visual or document files. Use when analyzed/interpreted content is needed rather than literal file reading (which uses Read tool).

Library documentation via Context7. Use for API references, code examples, framework docs.

REQUIRED skill for creating Loom execution plans. Designs DAG-based plans with mandatory knowledge-bootstrap and integration-verify bookends, parallel subagent execution within stages, and concurrent worktree stages for maximum throughput. Trigger keywords: loom, plan, stage, worktree, orchestration, parallel execution, parallel stages, concurrent execution, knowledge-bootstrap, integration-verify, acceptance criteria, signal, handoff, execution graph, dag, dependencies, loom plan, create plan, write plan, execution plan, orchestration plan, stage dependencies, parallel subagents, functional verification, wiring verification, smoke test.

Audit all outdated dependencies with detailed research on changelogs, breaking changes, bug fixes, and deprecations. Creates a temporary plan without updating anything. Use when you want to review what changed in your dependencies before upgrading.

OpenSpec workflow management system for creating, planning, implementing, and archiving specification-driven development changes with comprehensive lifecycle management

Full-stack Convex development guidelines covering React, Vite, TypeScript, mutations, auth, design system, and documentation practices. Use when building features, writing Convex functions, or making code changes in this project.

This skill should be used when users need to write, review, or debug Stata code for data cleaning and analysis. Use this skill for tasks involving data import, variable management, data documentation, merging/appending datasets, creating analysis variables, and following IPA/DIME Analytics coding standards. This skill should be invoked when working with .do files, .dta files, or any Stata-related data processing tasks.

E2E development: investigate → dig → decompose → implement → test → review → PR

'[Fix & Debug] Investigate and explain how existing features or logic work. READ-ONLY exploration with no code changes.'

Create a GitHub pull request using gh CLI with proper formatting

Enforce web project standards for structure, visuals, performance, security, and more

Capability skill — procedure for turning a known-open finding in docs/BUGS.md into a landed fix. No persona. Any agent may invoke this skill; the procedure itself enforces greenfield discipline — falsifying test first, blast-radius walk, minimal correct fix (not quick-hack), reviewer floor, spec updates. Previously architect-only to guard against quick hacks; the safeguards baked into this procedure plus GOVERNANCE §20 reviewer floor plus the skill-creator workflow make the restriction redundant as of round 29.

Use when a planning or exploration task needs a clean execution handoff in docs/execplans/<task>.md.

WF9 ablation experiment plan. Design ablation experiments, hyperparameter searches, robustness tests, and cross-dataset evaluations meeting top-venue standards, estimate computation budget, and output Final_Experiment_Matrix.md. Use when main experiments are complete and ablation studies need to be designed.

Guides developers through testing Tauri applications including unit testing with mock runtime, mocking Tauri APIs, WebDriver end-to-end testing with Selenium and WebdriverIO, and CI integration with GitHub Actions.

Generate commit message for staged changes, pause for approval, then commit. Stage files first with `git add`, then run this skill.

SPEC document management - lifecycle, versioning, approval workflows, 50+ references, SPEC-first TDD integration

Validate and triage review findings of an implementation plan. Classify each finding using the unified taxonomy (FIX, FIX_UNCLEAR, ASK_USER, REJECT_FALSE_POSITIVE, REJECT_WONT_FIX, REJECT_ALREADY_FIXED). Reads the actual codebase to verify each finding against reality.

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Gera colecoes Postman a partir de specs OpenAPI/Swagger, codigo de handler ou documentacao de API. Use quando precisar de colecao testavel para endpoints REST. Nao use para testar endpoints diretamente — gera apenas o artefato de colecao.

Use when the user wants to audit test quality, find flaky test patterns, speed up test execution, or prepare for Swift Testing migration.

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health

Expert guidance for building event-driven architectures with Apache Kafka from hello-world prototypes to production-ready systems. Use when working with (1) Kafka producers and consumers, (2) Event streaming and stream processing with Kafka Streams, (3) Data integration with Kafka Connect, (4) Cluster setup and operations, (5) Production deployment and monitoring, (6) Schema management and data contracts, (7) Performance tuning and fault tolerance. Covers Java, Python, Node.js implementations.

Diagnose và fix các vấn đề liên quan đến Google ADK agents, tools, session state, multi-agent communication trong dự án MemRAG.

Creates and manages product backlog markdown files with epics, user stories, technical stories, bugs, and spikes. Use when creating backlogs, adding epics/stories/tasks, updating story status, or when user mentions backlog, sprint planning, project management, or task tracking.

UniTask library expert specializing in allocation-free async/await patterns, coroutine migration, and Unity-optimized asynchronous programming. Masters UniTask performance optimizations, cancellation handling, and memory-efficient async operations. Use PROACTIVELY for UniTask implementation, async optimization, or coroutine replacement.

Python best practices for pentest scripts — requests sessions, error handling, output, CLI args