Topic: orchestration
1,040 skills in this topic.
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work
Execute an approved wish plan — orchestrate subagents per task group with fix loops, validation, and review handoff.
automagik-dev/genie 280
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trace
Dispatch trace subagent to investigate unknown issues — reproduces, traces, and reports root cause for /fix handoff.
automagik-dev/genie 280
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refine
Transform a brief or prompt into a structured, production-ready prompt via prompt-optimizer. File or text mode.
automagik-dev/genie 280
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genie
Single entry point for all genie operations — auto-routes natural language to the right skill, detects existing lifecycle state, and handles operational commands. Use when planning features, reporting bugs, managing teams, or asking about the system.
automagik-dev/genie 280
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wizard
Guided onboarding — scaffold workspace, shape agent identity, create first wish, execute, and celebrate.
automagik-dev/genie 280
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creating-pr
Use when asked to create a pull request, open a PR, or submit changes for review. Handles branch verification, change analysis, title and description generation, and gh pr create. Do NOT use for committing (use git-commit), pushing without PR, or reviewing existing PRs.
sortie-ai/sortie 26
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git-commit
Use when asked to commit, save, or persist changes to Git. Handles atomic commits, branch safety, Conventional Commits format, and project style matching. Do NOT use for pushing, creating PRs, or branch management beyond safety checks.
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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managing-adrs
Create, update, and validate Architecture Decision Records (ADRs) following MADR 4.0 format. Use when the user mentions ADR, architecture decision, decision record, or asks to document a technical decision. Also use when creating new files in docs/decisions/. Handles numbering, frontmatter, section structure, and README index updates. Do NOT use for general documentation or non-architectural decisions.
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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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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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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diataxis-documentation
Create, edit, and validate technical documentation using the Diataxis framework. Use when writing tutorials, how-to guides, reference docs, or explanations. Use when reviewing or auditing existing documentation for structural correctness. Use when deciding what type of document to write. Also use when the user mentions Diataxis, documentation quality, documentation types, or asks to write 'deep dive' articles, onboarding guides, API docs, or architectural explanations. Do NOT use for code comments, commit messages, changelogs, or README generation.
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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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
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vercel-react-best-practices
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
Charlie85270/Dorothy 259
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component-refactoring
Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component --json` shows complexity > 50 or lineCount > 300, when the user asks for code splitting, hook extraction, or complexity reduction, or when `pnpm analyze-component` warns to refactor before testing; avoid for simple/well-structured components, third-party wrappers, or when the user explicitly wants testing without refactoring.
Charlie85270/Dorothy 259
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web-design-guidelines
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
Charlie85270/Dorothy 259
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world-builder
Create and manage generative game zones for Dorothy's Pokemon-style world. Use this skill when creating, updating, or designing game worlds via MCP tools.
Charlie85270/Dorothy 259
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agent-orchestrator
Open-source, pluggable agentic coding orchestrator. Manages durable coding agents (Claude Code, Codex, OpenCode) through a simple interface — spawn agents, track progress, and let feedback loops like PR reviews and CI failures automatically route to the right agents. Use for fixing bugs, building features, working on GitHub issues, checking status, and managing agent sessions.
ComposioHQ/agent-orchestrator 6,182
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checkpoint
jmagly/aiwg 107
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eval-report
Generate an aggregate agent quality report from evaluation results, showing scores, regressions, and recommendations
jmagly/aiwg 107
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hook-disable
Disable the AIWG context hook without uninstalling AIWG or deleting hook files
jmagly/aiwg 107
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aiwg-regenerate-opencode
Regenerate OpenCode context file (.opencode/context.md) with AIWG framework content
jmagly/aiwg 107