create-agent-skills▌
everyinc/compound-engineering-plugin · updated May 15, 2026
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This skill teaches how to create effective Claude Code skills following the official specification from code.claude.com/docs/en/skills.
Creating Skills & Commands
This skill teaches how to create effective Claude Code skills following the official specification from code.claude.com/docs/en/skills.
Commands and Skills Are Now The Same Thing
Custom slash commands have been merged into skills. A file at .claude/commands/review.md and a skill at .claude/skills/review/SKILL.md both create /review and work the same way. Existing .claude/commands/ files keep working. Skills add optional features: a directory for supporting files, frontmatter to control invocation, and automatic context loading.
If a skill and a command share the same name, the skill takes precedence.
When To Create What
Use a command file (commands/name.md) when:
- Simple, single-file workflow
- No supporting files needed
- Task-oriented action (deploy, commit, triage)
Use a skill directory (skills/name/SKILL.md) when:
- Need supporting reference files, scripts, or templates
- Background knowledge Claude should auto-load
- Complex enough to benefit from progressive disclosure
Both use identical YAML frontmatter and markdown content format.
Standard Markdown Format
Use YAML frontmatter + markdown body with standard markdown headings. Keep it clean and direct.
---
name: my-skill-name
description: What it does and when to use it
---
# My Skill Name
## Quick Start
Immediate actionable guidance...
## Instructions
Step-by-step procedures...
## Examples
Concrete usage examples...
Frontmatter Reference
All fields are optional. Only description is recommended.
| Field | Required | Description |
|---|---|---|
name |
No | Display name. Lowercase letters, numbers, hyphens (max 64 chars). Defaults to directory name. |
description |
Recommended | What it does AND when to use it. Claude uses this for auto-discovery. Max 1024 chars. |
argument-hint |
No | Hint shown during autocomplete. Example: [issue-number] |
disable-model-invocation |
No | Set true to prevent Claude auto-loading. Use for manual workflows like /deploy, /commit. Default: false. |
user-invocable |
No | Set false to hide from / menu. Use for background knowledge. Default: true. |
allowed-tools |
No | Tools Claude can use without permission prompts. Example: Read, Bash(git *) |
model |
No | Model to use. Options: haiku, sonnet, opus. |
context |
No | Set fork to run in isolated subagent context. |
agent |
No | Subagent type when context: fork. Options: Explore, Plan, general-purpose, or custom agent name. |
Invocation Control
| Frontmatter | User can invoke | Claude can invoke | When loaded |
|---|---|---|---|
| (default) | Yes | Yes | Description always in context, full content loads when invoked |
disable-model-invocation: true |
Yes | No | Description not in context, loads only when user invokes |
user-invocable: false |
No | Yes | Description always in context, loads when relevant |
Use disable-model-invocation: true for workflows with side effects: /deploy, /commit, /triage-prs, /send-slack-message. You don't want Claude deciding to deploy because your code looks ready.
Use user-invocable: false for background knowledge that isn't a meaningful user action: coding conventions, domain context, legacy system docs.
Dynamic Features
Arguments
Use $ARGUMENTS placeholder for user input. If not present in content, arguments are appended automatically.
---
name: fix-issue
description: Fix a GitHub issue
disable-model-invocation: true
---
Fix GitHub issue $ARGUMENTS following our coding standards.
Access individual args: $ARGUMENTS[0] or shorthand $0, $1, $2.
Dynamic Context Injection
Skills support dynamic context injection: prefix a backtick-wrapped shell command with an exclamation mark, and the preprocessor executes it at load time, replacing the directive with stdout. Write an exclamation mark immediately before the opening backtick of the command you want executed (for example, to inject the current git branch, write the exclamation mark followed by git branch --show-current wrapped in backticks).
Important: The preprocessor scans the entire SKILL.md as plain text — it does not parse markdown. Directives inside fenced code blocks or inline code spans are still executed. If a skill documents this syntax with literal examples, the preprocessor will attempt to run them, causing load failures. To safely document this feature, describe it in prose (as done here) or place examples in a reference file, which is loaded on-demand by Claude and not preprocessed.
For a concrete example of dynamic context injection in a skill, see official-spec.md § "Dynamic Context Injection".
Running in a Subagent
Add context: fork to run in isolation. The skill content becomes the subagent's prompt. It won't have conversation history.
---
name: deep-research
description: Research a topic thoroughly
context: fork
agent: Explore
---
Research $ARGUMENTS thoroughly:
1. Find relevant files
2. Analyze the code
3. Summarize findings
Progressive Disclosure
Keep SKILL.md under 500 lines. Split detailed content into reference files:
my-skill/
├── SKILL.md # Entry point (required, overview + navigation)
├── reference.md # Detailed docs (loaded when needed)
├── examples.md # Usage examples (loaded when needed)
└── scripts/
└── helper.py # Utility script (executed, not loaded)
Link from SKILL.md: For API details, see [reference.md](reference.md).
Keep references one level deep from SKILL.md. Avoid nested chains.
Effective Descriptions
The description enables skill discovery. Include both what it does and when to use it.
Good:
description: Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.
Bad:
description: Helps with documents
What Would You Like To Do?
- Create new skill - Build from scratch
- Create new command - Build a slash command
- Audit existing skill - Check against best practices
- Add component - Add workflow/reference/example
- Get guidance - Understand skill design
Creating a New Skill or Command
Step 1: Choose Type
Ask: Is this a manual workflow (deploy, commit, triage) or background knowledge (conventions, patterns)?
- Manual workflow → command with
disable-model-invocation: true - Background knowledge → skill without
disable-model-invocation - Complex with supporting files → skill directory
Step 2: Create the File
Command:
---
name: my-command
description: What this command does
argument-hint: [expected arguments]
disable-model-invocation: true
allowed-tools: Bash(gh *), Read
---
# Command Title
## Workflow
### Step 1: Gather Context
...
### Step 2: Execute
...
## Success Criteria
- [ ] Expected outcome 1
- [ ] Expected outcome 2
Skill:
---
name: my-skill
description: What it does. Use when [trigger conditions].
---
# Skill Title
## Quick Start
[Immediate actionable example]
## Instructions
[Core guidance]
## Examples
[Concrete input/output pairs]
Step 3: Add Reference Files (If Needed)
Link from SKILL.md to detailed content:
For API reference, see [reference.md](reference.md).
For form filling guide, see [forms.md](forms.md).
Step 4: Test With Real Usage
- Test with actual tasks, not test scenarios
- Invoke directly with
/skill-nameto verify - Check auto-triggering by asking something that matches the description
- Refine based on real behavior
Audit Checklist
- Valid YAML frontmatter (name + description)
- Description includes trigger keywords and is specific
- Uses standard markdown headings (not XML tags)
- SKILL.md under 500 lines
-
disable-model-invocation: trueif it has side effects -
allowed-toolsset if specific tools needed - References one level deep, properly linked
- Examples are concrete, not abstract
- Tested with real usage
Anti-Patterns to Avoid
- XML tags in body - Use standard markdown headings
- Vague descriptions - Be specific with trigger keywords
- Deep nesting - Keep references one level from SKILL.md
- Missing invocation control - Side-effect workflows need
disable-model-invocation: true - Too many options - Provide a default with escape hatch
- Punting to Claude - Scripts should handle errors explicitly
Reference Files
For detailed guidance, see:
- official-spec.md - Official skill specification
- best-practices.md - Skill authoring best practices
Sources
How to use create-agent-skills 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-agent-skills
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches create-agent-skills from GitHub repository everyinc/compound-engineering-plugin 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-agent-skills. Access the skill through slash commands (e.g., /create-agent-skills) 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
4.7★★★★★46 reviews- ★★★★★Yuki Harris· Dec 24, 2024
create-agent-skills is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Zara Sanchez· Dec 4, 2024
Keeps context tight: create-agent-skills is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Kiara Singh· Nov 15, 2024
Useful defaults in create-agent-skills — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Hassan Patel· Nov 7, 2024
create-agent-skills reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Amina Abebe· Nov 3, 2024
Registry listing for create-agent-skills matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Yuki Taylor· Oct 26, 2024
Registry listing for create-agent-skills matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Fatima Mehta· Oct 22, 2024
create-agent-skills reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Kaira Singh· Oct 6, 2024
I recommend create-agent-skills for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Amina Yang· Sep 25, 2024
create-agent-skills fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Fatima Smith· Sep 17, 2024
I recommend create-agent-skills for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
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