log-auditor

Classifies logs by type (session, test, build) using path patterns and frontmatter analysis

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

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

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

Configures logging systems, log aggregation, and log analysis pipelines

UTF-8 file logging with automatic date-based filenames and thread-safe operations for RocsMiddleware services

Pure logic and math testing with Vitest. Use for single-point assertions on functions, state transitions, and physics calculations. Auto-apply when editing *.test.ts files (except *Progressions.test.ts).

Generate creative logo concepts and design directions

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

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.

Help craft efficient Grafana Loki / LogQL queries for debugging logs — with label‑based filtering, narrow time windows, and best‑practice guidance to avoid expensive or overly broad scans.

Quality control for long-read sequencing data using NanoPlot, NanoStat, and chopper. Generate QC reports, filter reads by length and quality, and visualize read characteristics. Use when assessing ONT or PacBio run quality or filtering reads before assembly or alignment.

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).

Input your best customers and find 100+ companies that match the profile. Uses firmographic data, tech stack, growth signals, and similarity scoring to identify ideal prospects. Use when building target account lists or expanding to new markets.

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.

Browse, inspect, compare, and clean up past pipeline runs. Each run is a

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.

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.

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

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.

'Sub-skill of sparc-specification: Best Practices.'

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

Defines and applies non-dimensionalization parameters for physical systems involving charged species and carrier diffusivity. Use when analyzing electrochemical systems, plasma physics, or any system requiring dimensionless parameters based on Debye length and carrier diffusivity.

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.

Identify and run the correct Gradle test task for a given module based on its source sets and plugin type.

Run project tests with the right pytest flags — supports specific files, coverage, and full suite

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Assists with Morphir release management, including pre-release verification, changelog generation, and release coordination. Use when preparing releases, checking release readiness, or managing version bumps.

Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.

Turns a fuzzy feature request into spec files a coding agent can implement without guessing. Different from a PRD: the audience is an agent, the currency is technical precision, and each slice is smal

Tạo git commit với message tiếng Việt theo quy tắc trong CLAUDE.md

Scaffold, audit, and manage Book_Map projects.

Feature-Spezifikation für RESA erstellen

Pre-publish validation checklist. Use when: preparing to publish to NuGet, validating release readiness, or running the full pre-publish pipeline. Checks version drift, AI docs, build/test/publish, changelog, security versions, and doc-audit freshness.

Live Debugger - inspect runtime argument/variable values in production by placing log probes on methods. Use when asked what values a function receives, what parameters look like at runtime, or to capture live data from running services without redeploying.

Rewrites text to match Josue's blog writing voice — conversational, rigorous, teaching-by-discovery. Use when the user wants to transform draft text into their natural writing style.

Drizzle ORM changes since training cutoff (latest: 1.0.0-beta.19) — consolidated validator imports, Effect Schema support, node-sqlite driver, .comment() query tagging. Load before working with Drizzle.

Process CEO notes from docs/CEO_NOTES.md into GitHub issues, design decisions, blog topics, and sprint items. Reads raw thoughts and turns them into actionable work.

DSL-specific tuning contract for CUDA kernels. Loaded by croq-tune when dsl=cuda.

Google Cloud Platform infrastructure, services, and architecture using

> Sources: OpenAI "Practical Guide to Building Agents" (2025), Google "Agents Companion v2" (Feb 2025)

Orquestra regras de governanca, DDD, tratamento de erros, seguranca e testes para tarefas com agentes de IA. Use quando a tarefa exigir aplicar padroes obrigatorios antes de analisar, editar ou validar codigo. Nao use para tarefas casuais sem alteracao de codigo nem para substituir skills especificas de linguagem.