ReddRadar
Topic: ai-orchestration
136 skills in this topic.
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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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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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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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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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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
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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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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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report-generator
Multi-AI collaborative report generator. Uses Claude for planning/writing and Gemini for diagram generation. Creates professional reports with auto-generated figures from your research content.
haoyu-haoyu/Multi-AI-Workflow 235
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collaborating-with-codex
Delegates coding tasks to Codex CLI for prototyping, debugging, and code review. Use when needing algorithm implementation, bug analysis, or code quality feedback. Supports multi-turn sessions via SESSION_ID.
haoyu-haoyu/Multi-AI-Workflow 235
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collaborating-with-gemini
Delegates coding tasks to Gemini CLI for prototyping, debugging, and code review. Use when needing algorithm implementation, bug analysis, or code quality feedback. Supports multi-turn sessions via SESSION_ID.
haoyu-haoyu/Multi-AI-Workflow 235
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shep-kit:status
Quick feature status and "what to do next" guide. Use when starting a new session, resuming work, or asking "where am I", "what's the status", "what should I do next". Gives a zero-to-hero walkthrough of the current feature branch. Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126
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shep:ui-component
Use when creating, modifying, or reviewing web UI components. Triggers include "new component", "add component", "create UI", "build a widget", "update component", working with files in src/presentation/web/components/, or when the user asks to build any React component for the web UI. Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126
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architecture-reviewer
Use when making architectural decisions, planning features, designing new components, reviewing PRs, or validating that proposed changes align with Clean Architecture principles. Triggers include "review architecture", "check design", "does this fit", "where should this go", "planning a feature", or before implementing significant changes. Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126
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cross-validate-artifacts
Cross-validate documentation and artifacts across the codebase for consistency, conflicts, and contradictions. Use when users ask to "cross-validate", "validate docs", "check documentation consistency", "audit documentation", or find conflicts/contradictions in docs. Supports automatic fixing with "validate and fix" argument. Runs parallel subagents for efficient validation across categories (domain-models, agent-system, tech-stack, architecture, cli-commands). Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126
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mermaid-diagrams
Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to "diagram", "visualize", "model", "map out", "show the flow", or when explaining system architecture, database design, code structure, or user/application flows.
shep-ai/shep 126
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tsp-model
Use when creating, modifying, or documenting TypeSpec domain models. Triggers include adding new entities, value objects, enums, extending base types, or when asked to create a "tsp model", "domain model", "entity", or work with files in the tsp/ directory. Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126
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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.
shep-ai/shep 126
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shep-kit:commit-pr
Use when ready to commit, push, and create a PR with CI verification. Triggers include "commit and pr", "push pr", "create pr", "ship it", or when implementation is complete and needs CI validation. Watches CI and auto-fixes failures. Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126
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shep-kit:fast-loop
Use when the user wants rapid implementation iteration without tests, builds, or commits. Triggers include "fast loop", "fast iteration", "just code", "no tests", "iterate quickly", or when the user says they have a dev server running and want to check results manually. Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126
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shep-kit:implement
Validate specs and autonomously execute implementation tasks with status tracking. Use after /shep-kit:plan when ready to start implementation. Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126
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shep-kit:merged
Use after a PR has been merged to clean up. Switches to main, pulls latest, and deletes the local feature branch. Triggers include "merged", "pr merged", "cleanup branch", or after confirming a PR was merged. Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126
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shep-kit:new-feature
Use when starting any new feature, functionality, or enhancement. Triggers include "new feature", "start developing", "add functionality", "implement X", or explicit /shep-kit:new-feature invocation. Creates spec branch and scaffolds specification directory. Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126
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shep-kit:new-feature-fast
Fast-track feature creation that collapses new-feature, research, and planning into a single autonomous pass. Produces all spec YAMLs (spec, research, plan, tasks, feature) in one go with minimal user interaction. Triggers include "quick feature", "fast feature", "rapid spec", or explicit /shep-kit:new-feature-fast invocation. Part of the Shep autonomous SDLC platform — https://shep.bot
shep-ai/shep 126