agent-skills-creator

mblode/agent-skills · updated Apr 8, 2026

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$npx skills add https://github.com/mblode/agent-skills --skill agent-skills-creator
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summary

Create skills that follow the Agent Skills open format. Covers the full lifecycle from pattern selection through validation and README update.

skill.md

Agent Skills Creator

Create skills that follow the Agent Skills open format. Covers the full lifecycle from pattern selection through validation and README update.

Reference Files

File Read When
references/format-specification.md Default: frontmatter constraints, directory structure, naming rules, advanced features
references/skill-categories.md Choosing what type of skill to build (Step 1)
references/skill-patterns.md Choosing a structural pattern or need a template for a specific skill type
references/authoring-tips.md Writing high-signal content, gotchas sections, setup patterns, storage, hooks
references/quality-checklist.md Final validation before shipping

Choose a Skill Category

Determine what type of problem the skill solves. Category informs pattern choice.

Category What it solves Common pattern
Library & API Reference How to use a library/CLI/SDK correctly Simple/hub
Product Verification Test/verify with tools (Playwright, tmux) Workflow
Data Fetching & Analysis Connect to data/monitoring stacks Workflow, Mixed
Business Process Automation Automate repetitive team workflows Workflow
Code Scaffolding & Templates Generate boilerplate and project structure Workflow
Code Quality & Review Enforce code quality standards Rules-based, Workflow
CI/CD & Deployment Fetch, push, deploy code Workflow
Runbooks Symptom to investigation to structured report Workflow, Mixed
Infrastructure Operations Maintenance with guardrails Workflow

Load references/skill-categories.md for detailed guidance per category including authoring tips and examples.

Choose a Skill Pattern

Pattern When to use Example Key files
Simple/hub Dispatch to 2-5 focused files by track ui-design SKILL.md + track files
Workflow Multi-step process with progressive loading agents-md, review-pr SKILL.md + references/
Rules-based Audit/lint with categorized rules typography-audit, docs-writing SKILL.md + rules/
Mixed Workflow with conditional references multi-tenant-architecture SKILL.md + references/

Decision guide:

  • Auditing or linting against a checklist: rules-based
  • Guiding a multi-step process: workflow
  • Dispatching to different tracks by context: simple/hub
  • Unsure: start with workflow (most flexible)

Load references/skill-patterns.md for structural templates and skeletons of each pattern.

Creation Workflow

Copy this checklist to track progress:

Skill creation progress:
- [ ] Step 1: Choose skill category and pattern
- [ ] Step 2: Create directory and frontmatter
- [ ] Step 3: Write SKILL.md body
- [ ] Step 4: Add reference or rule files
- [ ] Step 5: Validate with quality checklist
- [ ] Step 6: Update README.md
- [ ] Step 7: Smoke-test installation

Step 1: Choose skill category and pattern

First determine the category (what problem the skill solves), then pick the structural pattern. Load references/skill-categories.md for category guidance and references/skill-patterns.md for structural templates.

Step 2: Create directory and frontmatter

Load references/format-specification.md for hard constraints.

  • Create skills/<name>/SKILL.md
  • Folder name must match name field (kebab-case)
  • name: max 64 chars, lowercase letters/numbers/hyphens, no "anthropic" or "claude"
  • description: max 1024 chars, third-person voice, include "Use when..." triggers with specific keywords

Step 3: Write SKILL.md body

  • Keep under 500 lines; split into reference files if longer
  • Only add context Claude does not already have (see "Don't State the Obvious" in references/authoring-tips.md)
  • Use consistent terminology throughout
  • Include a copyable progress checklist for multi-step workflows
  • Include validation/feedback loops for quality-critical tasks
  • Build a Gotchas/Anti-patterns section from observed failure points — this is the highest-signal content
  • Load references/authoring-tips.md for content strategy guidance on voice, railroading, descriptions, and more

Step 4: Add reference or rule files

Workflow/mixed pattern: add references/ folder with focused files. Link each from SKILL.md with "Read when..." guidance in a table.

Rules-based pattern: add rules/ folder. See the rules folder section below.

Simple/hub pattern: add track files alongside SKILL.md. Link from a tracks table.

Key constraints:

  • References must be one level deep from SKILL.md (no chains)
  • Files over 100 lines need a table of contents at the top
  • Files are only loaded when explicitly listed in SKILL.md

Advanced options:

  • Include executable scripts in scripts/ for Claude to compose (see references/authoring-tips.md)
  • Add config.json for skills needing user-specific setup context across sessions
  • Define on-demand hooks (PreToolUse/PostToolUse) for safety gates or observation

Step 5: Validate

Load references/quality-checklist.md and run all applicable checks.

Step 6: Update README.md

Add a row to the Skills table:

| `<skill-name>` | <phase> | <one-line description> |

Phases used in this repo: Before coding, Project start, Design, Build, Design/dev, Writing/audit, Pre-ship, Pre-merge, Pre-launch, Architecture, Maintenance, Authoring.

Step 7: Smoke-test

Install and confirm files appear in the target directory:

cp -R skills/<name> ~/.claude/skills/
ls ~/.claude/skills/<name>/

Rules Folder Structure

For rules-based skills (audits, lints, checklists), create a rules/ folder with:

rules/_sections.md

Category map with impact levels. Format:

# Sections

This file defines all sections, their ordering, impact levels, and descriptions.
The section ID (in parentheses) is the filename prefix used to group rules.

---

## 1. Category Name (prefix)

**Impact:** CRITICAL | HIGH | MEDIUM-HIGH | MEDIUM | LOW-MEDIUM
**Description:** One sentence explaining why this category matters.

rules/_template.md

Template for individual rule files:

---
title: Rule Title Here
impact: MEDIUM
tags: tag1, tag2
---

## Rule Title Here

Brief explanation of the rule and why it matters.

**Incorrect (description of what's wrong):**

[code block with bad example]

**Correct (description of what's right):**

[code block with good example]

Individual rule files

  • Named <prefix>-<slug>.md where prefix matches the section ID
  • One rule per file
  • Each file follows the _template.md structure

SKILL.md priority table

Include a table mapping categories to prefixes and rule counts:

| Priority | Category | Impact | Prefix | Rules |
|----------|----------|--------|--------|-------|
| 1 | Category Name | CRITICAL | `prefix-` | N |

Anti-patterns

  • Dumping full specification into SKILL.md body (use reference files)
  • Creating reference-to-reference chains (keep one level deep)
  • Including time-sensitive content ("before August 2025, use...")
  • Restating what Claude already knows (how to write Markdown, general coding advice, standard conventions)
  • Using "I audit..." or "Use this to..." voice in descriptions (use third-person)
  • Adding README.md, CHANGELOG.md, or INSTALLATION_GUIDE.md to the skill folder
  • Dropping files in folders without linking them from SKILL.md
  • Over-constraining Claude's approach when specifying outcomes would suffice (railroading)
  • Writing the description as a human summary instead of a model trigger with "Use when..." phrases and quoted user phrases
  • Skipping a Gotchas/Anti-patterns section for skills with known failure modes
  • Hardcoding absolute paths for persistent data instead of using ${CLAUDE_PLUGIN_DATA}
  • Storing persistent data in the skill directory itself (gets deleted on upgrade)

Related Skills

  • agents-md for auditing AGENTS.md/CLAUDE.md instruction files
  • docs-writing for documentation quality rules
how to use agent-skills-creator

How to use agent-skills-creator on Cursor

AI-first code editor with Composer

1

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 agent-skills-creator
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/mblode/agent-skills --skill agent-skills-creator

The skills CLI fetches agent-skills-creator from GitHub repository mblode/agent-skills and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/agent-skills-creator

Reload or restart Cursor to activate agent-skills-creator. Access the skill through slash commands (e.g., /agent-skills-creator) 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

GET_STARTED →

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. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 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

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.543 reviews
  • Layla Okafor· Dec 12, 2024

    Registry listing for agent-skills-creator matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Emma Rao· Dec 12, 2024

    Keeps context tight: agent-skills-creator is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Kwame Anderson· Dec 8, 2024

    Useful defaults in agent-skills-creator — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Charlotte Mensah· Dec 8, 2024

    agent-skills-creator has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Shikha Mishra· Dec 4, 2024

    I recommend agent-skills-creator for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Nikhil Kapoor· Nov 27, 2024

    Solid pick for teams standardizing on skills: agent-skills-creator is focused, and the summary matches what you get after install.

  • Yash Thakker· Nov 23, 2024

    agent-skills-creator fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Arya Chawla· Nov 11, 2024

    agent-skills-creator reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Sakshi Patil· Nov 3, 2024

    Useful defaults in agent-skills-creator — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Charlotte Anderson· Nov 3, 2024

    agent-skills-creator is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

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