aiskillstore/copilot-flow
skills/aykahshi/copilot-flow/SKILL.md
AI collaboration workflow plugin - Implements automated collaborative development process between Claude and Copilot through structured 5-stage workflow
$ install --global
skillsauthnpx skillsauth add aiskillstore/marketplace copilot-flowInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Mar 30, 2026, 11:35 PM66.5s2 files scanned
SKILL.md
- name:
- copilot-flow
- description:
- AI collaboration workflow plugin - Implements automated collaborative development process between Claude and Copilot through structured 5-stage workflow
- license:
- MIT
Copilot Flow Integration
When to use this skill:
- When you need a structured AI-assisted development workflow
- When you want to leverage both Claude and Copilot's strengths
- When you require end-to-end task management from analysis to delivery
Triggering conditions:
- When user mentions "請 Copilot 協助" (Please ask Copilot to assist)
- When user says "詢問 Copilot" (Ask Copilot)
- When user requests "執行 copilot-flow" (Execute copilot-flow)
- When user starts with "copilot-flow:" or "c-flow:" prefix
Core Features
This skill orchestrates a complete 5-stage AI collaboration workflow:
- Analyze (Claude) - Requirements analysis and structuring
- Design (Copilot) - Architecture design and planning
- Implement (Claude) - Code implementation based on design
- Review (Copilot) - Code quality assessment
- Deliver (Claude) - Final integration and documentation
Workflow Commands
The workflow is managed through specialized slash commands in the /commands directory:
/copilot-flow:analyze [task description]
- Executes the analysis phase
- Claude analyzes requirements and prepares structured prompts
- Output:
analysis-result.md
/copilot-flow:design [goals]
- Executes the design phase using Copilot MCP
- Creates architecture design based on analysis
- Output:
architecture-design.md
/copilot-flow:implement [target]
- Executes implementation phase
- Claude implements code following Copilot's design
- Output: Source code files and
implementation-report.md
/copilot-flow:review [scope]
- Executes review phase using Copilot MCP
- Professional code review with focus areas
- Output:
code-review-report.md
/copilot-flow:deliver [objectives]
- Executes final delivery phase
- Claude integrates all results and documentation
- Output: Complete delivery package
Usage Patterns
Full Workflow Execution
For complete task execution, use the workflow orchestrator:
執行 copilot-flow 實現用戶認證系統
This will:
- Show preview of all stages
- Wait for confirmation
- Execute each stage in sequence
- Manage state between stages
- Provide final delivery package
Individual Stage Execution
Execute specific stages independently:
/copilot-flow:analyze 分析現有代碼庫並提出改進建議
/copilot-flow:review 審查 auth.js 檔案的安全性
/copilot-flow:implement 根據設計文檔實現 API 端點
State Management
The workflow maintains state through:
.claude/workflow-state.json- Current stage and progress- Stage output files - Results from each phase
- claude-mem integration - Complete interaction history
AI Model Collaboration
Claude Responsibilities
- Requirements analysis and structuring
- Code implementation and modifications
- Final integration and delivery
- File system operations
Copilot Responsibilities (via MCP)
- Architecture design recommendations
- Code quality review and feedback
- Security and performance assessment
- Best practices guidance
Example Workflow
User Request
執行 copilot-flow 實現一個 REST API 進行用戶認證，支持 JWT token
Workflow Execution
- Preview Mode - Shows planned stages and estimated time
- Analysis - Claude breaks down requirements
- Design - Copilot suggests architecture
- Implementation - Claude writes code
- Review - Copilot reviews implementation
- Delivery - Claude prepares final package
Outputs
analysis-result.md- Structured requirementsarchitecture-design.md- System design- Source code files - Implementation
code-review-report.md- Quality assessmentdelivery/- Complete package with docs
Best Practices
Do
- Start with clear requirements
- Let the workflow handle stage transitions
- Review each stage output before proceeding
- Use full workflow for complex tasks
- Execute individual stages for specific needs
Don't
- Skip stages in full workflow mode
- Modify intermediate files manually
- Run stages out of sequence
- Ignore review recommendations
Error Recovery
If workflow is interrupted:
- Check
.claude/workflow-state.jsonfor current state - Resume from last completed stage
- Or restart from specific stage
- All progress is preserved
Integration with Other Skills
- copilot-mcp-server: Used internally by design and review stages
- claude-mem: Records all workflow interactions
- File system tools: Used by Claude for implementation
Keywords
AI collaboration, workflow, automation, Claude, Copilot, structured development, end-to-end, project management, code review, architecture design
Related Skills
aiskillstore/hig-components-content
development
VerifiedTrustedCommunity
Apple Human Interface Guidelines for content display components. Use this skill when the user asks about charts component, collection view, image view, web view, color well, image well, activity view, lockup, data visualization, content display, displaying images, rendering web content, color pickers, or presenting collections of items in Apple apps. Also use when the user says how should I display charts, what's the best way to show images, should I use a web view, how do I build a grid of items, what component shows media, or how do I present a share sheet. Cross-references: hig-foundations for color/typography/accessibility, hig-patterns for data visualization patterns, hig-components-layout for structural containers, hig-platforms for platform-specific component behavior.
244SKILL.mdUpdated Apr 10, 2026
aiskillstore/helpdesk-automation
tools
VerifiedTrustedCommunity
Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.
244SKILL.mdUpdated Apr 10, 2026
aiskillstore/haskell-pro
testing
VerifiedTrustedCommunity
Expert Haskell engineer specializing in advanced type systems, pure functional design, and high-reliability software. Use PROACTIVELY for type-level programming, concurrency, and architecture guidance.
244SKILL.mdUpdated Apr 10, 2026
aiskillstore/graphql
tools
VerifiedTrustedCommunity
GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper controls, clients can craft queries that bring down your server. This skill covers schema design, resolvers, DataLoader for N+1 prevention, federation for microservices, and client integration with Apollo/urql. Key insight: GraphQL is a contract. The schema is the API documentation. Design it carefully.
244SKILL.mdUpdated Apr 10, 2026