create-github-action-workflow-specification▌
github/awesome-copilot · updated Apr 8, 2026
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Generates formal, AI-optimized specifications for GitHub Actions workflows to standardize documentation and enable maintenance.
- ›Produces structured markdown specifications with execution flow diagrams, job dependency matrices, and requirement tables designed for token efficiency
- ›Covers functional, security, and performance requirements alongside input/output contracts, error handling strategies, and quality gates
- ›Includes sections for monitoring, compliance, edge cases, and change ma
Create GitHub Actions Workflow Specification
Create a comprehensive specification for the GitHub Actions workflow: ${input:WorkflowFile}.
This specification serves as a specification for the workflow's behavior, requirements, and constraints. It must be implementation-agnostic, focusing on what the workflow accomplishes rather than how it's implemented.
AI-Optimized Requirements
- Token Efficiency: Use concise language without sacrificing clarity
- Structured Data: Leverage tables, lists, and diagrams for dense information
- Semantic Clarity: Use precise terminology consistently throughout
- Implementation Abstraction: Avoid specific syntax, commands, or tool versions
- Maintainability: Design for easy updates as workflow evolves
Specification Template
Save as: /spec/spec-process-cicd-[workflow-name].md
---
title: CI/CD Workflow Specification - [Workflow Name]
version: 1.0
date_created: [YYYY-MM-DD]
last_updated: [YYYY-MM-DD]
owner: DevOps Team
tags: [process, cicd, github-actions, automation, [domain-specific-tags]]
---
## Workflow Overview
**Purpose**: [One sentence describing workflow's primary goal]
**Trigger Events**: [List trigger conditions]
**Target Environments**: [Environment scope]
## Execution Flow Diagram
```mermaid
graph TD
A[Trigger Event] --> B[Job 1]
B --> C[Job 2]
C --> D[Job 3]
D --> E[End]
B --> F[Parallel Job]
F --> D
style A fill:#e1f5fe
style E fill:#e8f5e8
Jobs & Dependencies
| Job Name | Purpose | Dependencies | Execution Context |
|---|---|---|---|
| job-1 | [Purpose] | [Prerequisites] | [Runner/Environment] |
| job-2 | [Purpose] | job-1 | [Runner/Environment] |
Requirements Matrix
Functional Requirements
| ID | Requirement | Priority | Acceptance Criteria |
|---|---|---|---|
| REQ-001 | [Requirement] | High | [Testable criteria] |
| REQ-002 | [Requirement] | Medium | [Testable criteria] |
Security Requirements
| ID | Requirement | Implementation Constraint |
|---|---|---|
| SEC-001 | [Security requirement] | [Constraint description] |
Performance Requirements
| ID | Metric | Target | Measurement Method |
|---|---|---|---|
| PERF-001 | [Metric] | [Target value] | [How measured] |
Input/Output Contracts
Inputs
# Environment Variables
ENV_VAR_1: string # Purpose: [description]
ENV_VAR_2: secret # Purpose: [description]
# Repository Triggers
paths: [list of path filters]
branches: [list of branch patterns]
Outputs
# Job Outputs
job_1_output: string # Description: [purpose]
build_artifact: file # Description: [content type]
Secrets & Variables
| Type | Name | Purpose | Scope |
|---|---|---|---|
| Secret | SECRET_1 | [Purpose] | Workflow |
| Variable | VAR_1 | [Purpose] | Repository |
Execution Constraints
Runtime Constraints
- Timeout: [Maximum execution time]
- Concurrency: [Parallel execution limits]
- Resource Limits: [Memory/CPU constraints]
Environmental Constraints
- Runner Requirements: [OS/hardware needs]
- Network Access: [External connectivity needs]
- Permissions: [Required access levels]
Error Handling Strategy
| Error Type | Response | Recovery Action |
|---|---|---|
| Build Failure | [Response] | [Recovery steps] |
| Test Failure | [Response] | [Recovery steps] |
| Deployment Failure | [Response] | [Recovery steps] |
Quality Gates
Gate Definitions
| Gate | Criteria | Bypass Conditions |
|---|---|---|
| Code Quality | [Standards] | [When allowed] |
| Security Scan | [Thresholds] | [When allowed] |
| Test Coverage | [Percentage] | [When allowed] |
Monitoring & Observability
Key Metrics
- Success Rate: [Target percentage]
- Execution Time: [Target duration]
- Resource Usage: [Monitoring approach]
Alerting
| Condition | Severity | Notification Target |
|---|---|---|
| [Condition] | [Level] | [Who/Where] |
Integration Points
External Systems
| System | Integration Type | Data Exchange | SLA Requirements |
|---|---|---|---|
| [System] | [Type] | [Data format] | [Requirements] |
Dependent Workflows
| Workflow | Relationship | Trigger Mechanism |
|---|---|---|
| [Workflow] | [Type] | [How triggered] |
Compliance & Governance
Audit Requirements
- Execution Logs: [Retention policy]
- Approval Gates: [Required approvals]
- Change Control: [Update process]
Security Controls
- Access Control: [Permission model]
- Secret Management: [Rotation policy]
- Vulnerability Scanning: [Scan frequency]
Edge Cases & Exceptions
Scenario Matrix
| Scenario | Expected Behavior | Validation Method |
|---|---|---|
| [Edge case] | [Behavior] | [How to verify] |
Validation Criteria
Workflow Validation
- VLD-001: [Validation rule]
- VLD-002: [Validation rule]
Performance Benchmarks
- PERF-001: [Benchmark criteria]
- PERF-002: [Benchmark criteria]
Change Management
Update Process
- Specification Update: Modify this document first
- Review & Approval: [Approval process]
- Implementation: Apply changes to workflow
- Testing: [Validation approach]
- Deployment: [Release process]
Version History
| Version | Date | Changes | Author |
|---|---|---|---|
| 1.0 | [Date] | Initial specification | [Author] |
Related Specifications
- [Link to related workflow specs]
- [Link to infrastructure specs]
- [Link to deployment specs]
## Analysis Instructions
When analyzing the workflow file:
1. **Extract Core Purpose**: Identify the primary business objective
2. **Map Job Flow**: Create dependency graph showing execution order
3. **Identify Contracts**: Document inputs, outputs, and interfaces
4. **Capture Constraints**: Extract timeouts, permissions, and limits
5. **Define Quality Gates**: Identify validation and approval points
6. **Document Error Paths**: Map failure scenarios and recovery
7. **Abstract Implementation**: Focus on behavior, not syntax
## Mermaid Diagram Guidelines
### Flow Types
- **Sequential**: `A --> B --> C`
- **Parallel**: `A --> B & A --> C; B --> D & C --> D`
- **Conditional**: `A --> B{Decision}; B -->|Yes| C; B -->|No| D`
### Styling
```mermaid
style TriggerNode fill:#e1f5fe
style SuccessNode fill:#e8f5e8
style FailureNode fill:#ffebee
style ProcessNode fill:#f3e5f5
Complex Workflows
For workflows with 5+ jobs, use subgraphs:
graph TD
subgraph "Build Phase"
A[Lint] --> B[Test] --> C[Build]
end
subgraph "Deploy Phase"
D[Staging] --> E[Production]
end
C --> D
Token Optimization Strategies
- Use Tables: Dense information in structured format
- Abbreviate Consistently: Define once, use throughout
- Bullet Points: Avoid prose paragraphs
- Code Blocks: Structured data over narrative
- Cross-Reference: Link instead of repeat information
Focus on creating a specification that serves as both documentation and a template for workflow updates.
How to use create-github-action-workflow-specification on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add create-github-action-workflow-specification
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches create-github-action-workflow-specification from GitHub repository github/awesome-copilot and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate create-github-action-workflow-specification. Access the skill through slash commands (e.g., /create-github-action-workflow-specification) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★74 reviews- ★★★★★Noor Liu· Dec 28, 2024
create-github-action-workflow-specification is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Sakura Harris· Dec 28, 2024
We added create-github-action-workflow-specification from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Isabella Lopez· Dec 12, 2024
Useful defaults in create-github-action-workflow-specification — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Omar Iyer· Dec 12, 2024
Keeps context tight: create-github-action-workflow-specification is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Xiao Sanchez· Dec 4, 2024
Solid pick for teams standardizing on skills: create-github-action-workflow-specification is focused, and the summary matches what you get after install.
- ★★★★★Xiao Jackson· Nov 23, 2024
We added create-github-action-workflow-specification from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Noor Garcia· Nov 19, 2024
Useful defaults in create-github-action-workflow-specification — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Mia Rahman· Nov 19, 2024
Solid pick for teams standardizing on skills: create-github-action-workflow-specification is focused, and the summary matches what you get after install.
- ★★★★★Xiao Torres· Nov 15, 2024
create-github-action-workflow-specification reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Soo Diallo· Nov 3, 2024
create-github-action-workflow-specification is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
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