ReddRadar
Topic: orchestrator
54 skills in this topic.
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building-multiagent-systems
This skill should be used when designing or implementing systems with multiple AI agents that coordinate to accomplish tasks. Triggers on "multi-agent", "orchestrator", "sub-agent", "coordination", "delegation", "parallel agents", "sequential pipeline", "fan-out", "map-reduce", "spawn agents", "agent hierarchy".
2389-research/building-multiagent-systems 4
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oma-dev-workflow
Use when setting up or optimizing developer workflows in a monorepo, managing mise tasks, git hooks, CI/CD pipelines, database migrations, or release automation. Invoke for development environment setup, build automation, testing workflows, and release coordination.
first-fluke/oh-my-agent 610
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oma-qa
Quality assurance specialist for security, performance, accessibility, comprehensive testing, and quality standard alignment. Use for test, review, security audit, OWASP, coverage, lint work, and ISO/IEC 25010 or ISO/IEC 29119-aligned QA recommendations.
first-fluke/oh-my-agent 610
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oma-pm
Product manager that decomposes requirements into actionable tasks with priorities and dependencies. Use for planning, requirements, specification, scope, prioritization, task breakdown, and ISO 21500, ISO 31000, or ISO 38500-aligned planning recommendations.
first-fluke/oh-my-agent 610
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oma-pdf
Convert PDF files to Markdown using opendataloader-pdf. Extracts text, tables, headings, lists, and images with correct reading order. Use for PDF parsing, PDF to Markdown conversion, document extraction, and AI-ready data preparation.
first-fluke/oh-my-agent 610
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oma-brainstorm
Design-first ideation that explores user intent, constraints, and approaches before any planning or implementation. Use for brainstorming, ideation, exploring concepts, and evaluating approaches.
first-fluke/oh-my-agent 610
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oma-debug
Bug diagnosis and fixing specialist - analyzes errors, identifies root causes, provides fixes, and writes regression tests. Use for bug, debug, error, crash, traceback, exception, and regression work.
first-fluke/oh-my-agent 610
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oma-frontend
Frontend specialist for React, Next.js, TypeScript with FSD-lite architecture, shadcn/ui, and design system alignment. Use for UI, component, page, layout, CSS, Tailwind, and shadcn work.
first-fluke/oh-my-agent 610
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oma-scm
SCM (software configuration management) and Git — branching, merges, conflicts, worktrees, baselines, audit readiness, plus Conventional Commits and safe staging.
first-fluke/oh-my-agent 610
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oma-translator
Context-aware translation that preserves tone, style, and natural word order. Use when translating UI strings, documentation, marketing copy, or any multilingual content. Infers register, domain, and style from the source text and surrounding codebase context.
first-fluke/oh-my-agent 610
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oma-architecture
Architecture specialist for software/system design, module and service boundaries, tradeoff analysis, and stakeholder synthesis. Uses context-aware methods such as diagnostic routing, design-twice comparison, ATAM-style risk analysis, CBAM-style prioritization, and ADR-style decision records.
first-fluke/oh-my-agent 610
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oma-coordination
Guide for coordinating PM, Frontend, Backend, Mobile, and QA agents on complex projects via CLI. Use for manual step-by-step coordination and workflow guidance.
first-fluke/oh-my-agent 610
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oma-design
AI design specialist skill with DESIGN.md management, anti-pattern enforcement, optional Stitch MCP integration, and component library guidance. Covers typography, color systems, motion design (motion/react, GSAP, Three.js), responsive-first layouts, and accessibility (WCAG 2.2).
first-fluke/oh-my-agent 610
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oma-mobile
Mobile specialist for Flutter, React Native, and cross-platform mobile development. Use for mobile app, Flutter, Dart, iOS, Android, Riverpod, and widget work.
first-fluke/oh-my-agent 610
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oma-tf-infra
Infrastructure-as-code specialist for multi-cloud provisioning using Terraform across any provider (AWS, GCP, Azure, Oracle Cloud). Use for terraform plan/apply, state management, compute, databases, storage, networking, IAM, OIDC, cost optimization, policy-as-code, ISO/IEC 42001 AI controls, ISO 22301 continuity, and ISO/IEC/IEEE 42010 architecture documentation.
first-fluke/oh-my-agent 610
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oma-backend
Backend specialist for APIs, databases, authentication with clean architecture (Repository/Service/Router pattern). Use for API, endpoint, REST, database, server, migration, and auth work.
first-fluke/oh-my-agent 610
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oma-db
Database specialist for SQL, NoSQL, and vector database modeling, schema design, normalization, indexing, transactions, integrity, concurrency control, backup, capacity planning, data standards, anti-pattern review, and compliance-aware database design. Use for database, schema, ERD, table design, document model, vector index design, RAG retrieval architecture, migration, query tuning, glossary, capacity estimation, backup strategy, database anti-pattern remediation work, and ISO 27001, ISO 27002, or ISO 22301-aware database recommendations.
first-fluke/oh-my-agent 610
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oma-orchestrator
Automated multi-agent orchestrator that spawns CLI subagents in parallel, coordinates via MCP Memory, and monitors progress. Use for orchestration, parallel execution, and automated multi-agent workflows.
first-fluke/oh-my-agent 610
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jira-syntax
Use when writing Jira issue descriptions, comments, or work logs. Also use when converting Markdown to Jira wiki markup, when the user says "format for Jira", "Jira markup", "wiki notation", or asks to create, update, or validate Jira ticket content. Handles bug report and feature request templates. Do NOT use for Jira API operations, JQL queries, or workflow transitions.
sortie-ai/sortie 26
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context-files
Create or validate project context files (AGENTS.md, CLAUDE.md, GEMINI.md). Use when bootstrapping a new project, initializing agent configuration, writing a context file, or when asked to create, review, audit, or validate an existing context file. Handles codebase archaeology, user interviews, golden-rule validation, and platform-specific formatting. Do NOT use for creating Agent Skills (use creating-agent-skills instead) or .instructions.md files (use agent-customization instead).
sortie-ai/sortie 26
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changelog-maintenance
Use when asked to update the changelog, document version changes, prepare a release, or add entries for recent work. Handles CHANGELOG.md updates following Keep a Changelog format and Semantic Versioning. Do NOT use for committing (use git-commit) or creating release notes outside CHANGELOG.md.
sortie-ai/sortie 26
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creating-agent-skills
Use when creating, improving, comparing, evaluating or packaging Agent Skills following the agentskills.io specification. Also use when deciding whether a skill is the right solution vs MCP servers, custom instructions, AGENTS.md, or Cursor Rules. Handles SKILL.md authoring, frontmatter optimization, description writing, progressive disclosure, cross-platform compatibility, and distribution.
sortie-ai/sortie 26
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managing-github-issues
Create, edit, search, close, and triage GitHub issues for this project using gh CLI. Use when asked to file a bug, request a feature, create a task, report a problem, search the backlog, triage issues, or manage the issue tracker. Also use when the user says "create an issue", "file a bug", "open a ticket", "add to backlog", "search issues", "close issue", or mentions GitHub Issues in any task-management context. Handles label/milestone assignment, duplicate detection, and project board integration. Do NOT use for pull requests (use creating-pr) or changelog entries (use changelog-maintenance).
sortie-ai/sortie 26
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go-testing
Write, review, and improve Go test code for this project. Use whenever generating, reviewing, or modifying Go tests — including when invoked by the Tester agent, the /test prompt, or any test-related request. Covers table-driven tests, subtests, t.Parallel(), test helpers with t.Helper(), error assertions via errors.As/errors.Is, fixture loading from testdata/, httptest servers, env-gated integration tests, mock/fake/spy patterns, and adapter conformance. Do NOT use for benchmarks or performance profiling.
sortie-ai/sortie 26