Use when managing Ralph orchestration loops, analyzing diagnostic data, debugging hat selection, investigating backpressure, or performing post-mortem analysis
Use for multi-step / ambiguous / end-to-end work — refactor a whole module, drive a vague ticket to a verified result, plan+build+verify a migration; coordinates the reasoning…
Use when running pre-release validation, generating changelogs, bumping semantic versions, scoring deployment readiness, or orchestrating end-to-end release pipelines.
Safely identifies and removes dead code in TypeScript/JavaScript projects using multi-agent analysis with automatic backup branches.
Build a full-stack web app on Replit with Express/Flask, PostgreSQL, Auth, and deployment. Use when creating a new production app on Replit from scratch, building the primary…
Manage Replit Teams, member permissions, deployment promotion, and bulk Repl admin. Use when managing team access, configuring deployment environments, auditing Repls, or…
Gera specs SDD (workflow-overview, requirements, design) a partir de workflows do N8N exportados em JSON, preparando o terreno para reimplementação em Python ou outra linguagem.
Automatisation par scripts (PowerShell, Python, Bash) pour tâches répétitives — cron jobs, batch processing et orchestration.
Autonomous fix-verify workflow for Script Kit GPUI. Use when fixing bugs, making changes, or completing tasks.
Use when when evaluating whether an MS data processing platform (such as mzmine) supports the full range of separation/ionization techniques your laboratory uses, or when…
Manage Shopify products, variants, and collections using the GraphQL Admin API. Use when creating, updating, or querying products, managing inventory, or building product catalog…
Manage Shopify orders, customers, and fulfillments using the GraphQL Admin API. Use when querying orders, processing fulfillments, managing customers, or building order management…
Substrate-aware memory orchestration for Starlight Intelligence System. Coordinates a 7-subagent team that proactively manages memory writes, retrieval, knowledge-graph…
Forensic debugging of a past sisyphus multi-agent session — reconstruct what the orchestrator and each agent could see at each decision point and judge whether their calls were…
Resolves the active runtime tier and provides the canonical DISPATCH contract for all pipeline step execution.
Author, run, and operate skelm pipelines — typed TypeScript orchestrations for agentic and deterministic workflows with default-deny permissions.
Author, run, and operate skelm pipelines — typed TypeScript orchestrations for agentic and deterministic workflows with default-deny permissions.
Builds interactive Slack workflows using the Bolt SDK for JavaScript and Block Kit Builder API. Handles modal forms, scheduled messages, and webhook integrations.
Python-based workflow manager for reproducible, scalable pipelines. Define rules with file-based dependencies; Snakemake resolves execution order and parallelism.
Orchestrates Single-Page Application (SPA) architecture, integrating frontend state management with API-driven backends / Mengorkestrasi arsitektur Single-Page Application (SPA),…
Use when medium-to-large changes need explicit requirements, technical design, and task planning before implementation, especially for multi-module work, unclear acceptance…
Systematic bugfix workflow with regression testing, auto-retry logic, and comprehensive validation. Auto-executes when user clearly wants to fix, debug, repair, resolve, broken,…
Use when after implementing or modifying a cross-language integration layer that wraps Python mass spectrometry functions (e.g., spectral matching, peak detection, normalization…
State machine discipline, saga compensation, event-sourced persistence, workflow orchestration. Use when state transitions, workflow steps, saga, compensation, event sourcing, or…
Autonomous multi-agent code generation. Planner creates manifest, specialized roles execute tasks. Generates complete projects with tests, Docker, CI, and decision logs.
Systematic debugging — evidence before hypotheses, hypotheses before fixes, root cause before patches, and the diagnosis saved to the vault.
System design phase — architecture, tech-stack options, module boundaries, data model, and ADRs from a validated SRS.
Guide for running local E2E tests with API server, Docker lead/worker containers, task creation, log verification, UI dashboard, and cleanup
Operates under OpenAI Symphony, the autonomous agent orchestrator that spawns one coding-agent session per tracker issue inside an isolated per-issue workspace.
Together AI core workflow a for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together core workflow a".
Together AI core workflow b for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together core workflow b".
ToolJet is an open-source platform for internal tools, dashboards, workflows, and AI-assisted business apps.
Use Trellis channel for live multi-agent collaboration, spawned workers, cross-agent review, progress inspection, forum channels, and channel log debugging.
End-to-end work with UiPath Agents of all types: build, integrate with UiPath Products (e.g., Orchestrator, Flow, Maestro), design with UiPath Tools (e.g., Agent Builder/Studio…
Tier 1 workflow base for US federal income tax skills serving sole proprietors and single-member LLCs disregarded for federal tax.
Cross-domain witness verification pipeline. Compiles the Compact contract, type-checks the TypeScript witness against the compiled contract's generated Witnesses type, runs…
Implement/extend the Verra Agent Orchestrator — the common, guardrailed service that manages all agents behind the modules. Python/FastAPI microservices (ADR-0016/0017).
Create and configure VoltAgent AI agents with tools, memory, hooks, and sub-agents. Use when building AI agents, adding agent tools, configuring VoltAgent memory, creating…
> Tier 1 workflow base for wealth tax, inheritance / estate tax, gift tax, and property transfer tax skills.
Use when implementing or reviewing an inbound webhook handler for any third-party provider - verifying signatures, deduplicating retries, choosing the right HTTP status code for…
Use for WelineFramework runtime and WLS work: worker, dispatcher, reload/restart, maintenance mode, process orchestration, state reset, session server, memory service, and runtime…
Open-source developer platform to turn scripts into webhooks, workflows, and UIs. Self-hostable alternative to Retool and Temporal, supporting Python, TypeScript, Go, Bash, SQL,…
Execute Windsurf's primary workflow: Cascade Write mode for multi-file agentic coding. Use when building features, refactoring across files, or performing complex code tasks.
Automate repetitive development tasks and workflows. Use when creating build scripts, automating deployments, or setting up development workflows.
Automate repetitive development tasks and workflows. Use when creating build scripts, automating deployments, or setting up development workflows.
Universal workflow base for all accounting and compliance skills worldwide — tax, bookkeeping, payroll, e-invoicing, company formation, financial statements, transfer pricing, and…
End-to-end feature build workflow: spec → TDD → implement → smoke test → PR. Sequences workflow-spec-tdd, test-unit, test-playwright, and workflow-pr into a single tracked loop.
Apply behavioral guardrails when writing, editing, refactoring, or debugging code. Use when vibe-coding keeps producing wrong results, or for any task needing "think before…
Conduct a complete feature workflow in one skill — brainstorm, plan, TDD implementation, self-review, delivery summary — with hard gates between stages: no stage starts until the…
Workflow for issue-based debugging in V8. Use when tasked with debugging a specific issue, usually associated with a Buganizer ID or a specific reproduction script.
Interactive deployment workflow with guided intake form and checkpoints at each destructive step. Use when the user wants to deploy a PR or commit with a step-by-step guided…
[Workflow] Use when activating the E2E testing workflow to generate, update, or maintain Playwright/E2E tests. Pick mode with --source={changes|recording|update-ui}.
Use for new projects, features, or major refactoring. Phases: Planning (Req→UX→Test Spec→Dev Plan) → Implementation → QA → Lessons Learned. Auto-retry on failure, unattended.
Complete bug-fix lifecycle in one sweep: triage production signals (Sentry / logs) → reproduce → fix (debug-error) → verify full-stack (test-playwright) → PR (workflow-pr) →…
对失败或卡住的团队工作流进行事后调查：时间线重建、角色交接审计、 产出缺失定位、重复循环检测和根因归类。 与 systematic-debugging（代码级调试）互补，本 skill 面向工作流级诊断。
Workflow for general debugging tasks without the overhead of issue tracking. Use when investigating crashes, hangs, or unexpected behavior where no specific issue ID is provided.
Umbrella skill for agent work discipline across development, analysis, and documentation: inspect the repo before restructuring, keep durable truth in repo artifacts instead of…
n8n workflow JSON structure management for Vigil Guard v2.0.0 (24-node 3-branch parallel pipeline). Use for node manipulation, connections, Code node JavaScript, 3-Branch Executor…
Full launch preparation sweep for a new app or major release. One entry point that sequences enhance-web-seo, enhance-pwa, audit-bundle-size, audit-i18n, workflow-quality-gate,…
Understanding unfamiliar codebase protocol. Mapping structure, identifying patterns, documenting assumptions.