feat: Add /agent-skill-creator invocation pattern
Restructures SKILL.md to follow the same /slash-command pattern as clarity: users type /agent-skill-creator followed by their input (descriptions, links, code, docs, PDFs). Natural language triggers still work as fallback. Updates README walkthrough, usage section, and machine-readable reference to lead with the slash invocation. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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README.md
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README.md
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@ -12,7 +12,7 @@
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Agent Skill Creator is a **meta-skill** -- a skill that creates other skills. Install it once, then talk to your agent naturally. Pass in workflow descriptions, documentation, links, existing code, API docs, compliance checklists — whatever you have. The skill creator processes all of it through a structured 5-phase pipeline and produces a complete, validated, security-scanned skill ready for your team to use.
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No CLI commands to learn. No templates to fill out. You describe what you need; the agent builds it; the toolchain verifies it.
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Once installed, type `/agent-skill-creator` followed by whatever you have — a workflow description, a link, existing code, a PDF. The agent builds the skill; the toolchain verifies it.
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**Input**: Documentation, links, code, process descriptions — anything that captures the workflow.
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**Output**: A ready-to-install skill directory with functional scripts, documentation, cross-platform installer, and spec-compliant SKILL.md — published to a shared catalog your team can browse and install from.
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@ -85,43 +85,33 @@ git clone https://github.com/FrancyJGLisboa/agent-skill-creator.git .cursor/rule
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# Any other supported platform — see "Setup by Platform" below
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```
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### Step 2: Talk to Your Agent
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### Step 2: Invoke the Skill Creator
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There's no CLI command to memorize. You just open your agent (Claude Code, Copilot, Cursor — whatever you installed it on) and describe what you need. The skill creator activates automatically when you talk about creating skills or automating workflows.
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Open your agent and type `/agent-skill-creator` followed by whatever you have. The more context you provide, the better the skill:
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You can provide **anything** as input — the more context, the better the skill:
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**Plain English workflow description:**
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```
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"Every week I pull sales data from our CRM, clean duplicate entries,
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calculate regional totals, and generate a PDF report for leadership."
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/agent-skill-creator Every week I pull sales data from our CRM, clean
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duplicate entries, calculate regional totals, and generate a PDF report.
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```
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**Documentation or internal wiki links:**
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```
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"Create a skill based on our deployment runbook: https://wiki.internal/deploy-process
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It covers the pre-deploy checklist, canary rollout steps, and rollback procedures."
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/agent-skill-creator Based on our deployment runbook: https://wiki.internal/deploy-process
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```
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**Existing code or scripts:**
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```
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"I have this Python script that processes invoices (see scripts/invoice_processor.py).
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Turn it into a reusable skill that anyone on the team can use."
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/agent-skill-creator See scripts/invoice_processor.py — turn it into a reusable skill
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```
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**API documentation:**
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```
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"Here's our internal API docs for the inventory system: https://api.internal/docs
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Create a skill that lets agents query stock levels and generate reorder reports."
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/agent-skill-creator Here's our API docs: https://api.internal/docs
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Create a skill that queries stock levels and generates reorder reports.
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```
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**Compliance or process documents:**
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```
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"Attached is our SOX compliance checklist (compliance-checklist.pdf).
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Create a skill that walks through each check and generates an audit trail."
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/agent-skill-creator Based on compliance-checklist.pdf, create a SOX audit skill
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```
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You can combine all of these — paste links, reference files, describe the workflow in your own words. The agent reads everything and processes it through a structured 5-phase pipeline:
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You can pass in plain English descriptions, documentation links, existing code, API docs, PDFs — anything. Combine multiple sources in one message. The agent reads everything and processes it through a structured 5-phase pipeline:
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```
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DISCOVERY → Researches the domain, reads your docs/links/code
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@ -259,10 +249,10 @@ git clone https://github.com/FrancyJGLisboa/agent-skill-creator.git .cursor/rule
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After installing, open your agent and type:
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```
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Create a skill for analyzing CSV files
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/agent-skill-creator Create a skill for analyzing CSV files
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```
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The skill creator activates and walks you through the full pipeline.
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The skill creator activates and walks you through the full pipeline. You can also just describe a workflow naturally — the skill activates on phrases like "create a skill for...", "automate this workflow", etc.
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For Windsurf, Cline, Codex CLI, Gemini CLI, and other platforms see [Setup by Platform](#setup-by-platform-complete-guide) below.
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@ -270,19 +260,24 @@ For Windsurf, Cline, Codex CLI, Gemini CLI, and other platforms see [Setup by Pl
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## Usage
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### Trigger Phrases
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### Invocation
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Say any of these to your agent:
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Type `/agent-skill-creator` followed by your input:
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```
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"Create a skill for analyzing stock market data"
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"Every day I process CSV files manually, automate this"
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"Create a cross-platform skill for weather alerts"
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"Automate this workflow"
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"I need to automate [repetitive task]"
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"Validate this skill"
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"Export this skill for Cursor and Copilot"
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"Migrate this skill to v4"
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/agent-skill-creator Create a skill for analyzing stock market data
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/agent-skill-creator Every day I process CSV files manually, automate this
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/agent-skill-creator https://wiki.internal/weather-api-docs
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/agent-skill-creator See scripts/data_pipeline.py — make this a reusable skill
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```
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The skill also activates on natural language without the prefix:
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```
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Create a skill for weather alerts
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Automate this workflow
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Validate this skill
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Export this skill for Cursor
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```
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### What Happens
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@ -567,22 +562,16 @@ This section provides structured metadata for AI agents ingesting this README as
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### Activation Triggers
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```
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create an agent for [objective]
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# Primary invocation
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/agent-skill-creator <description, links, code, docs>
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# Natural language (also works)
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create a skill for [domain]
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develop a custom skill
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automate this workflow
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every day I [task]
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I repeatedly need to [process]
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I need to automate [task]
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create a cross-platform skill for [objective]
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validate this skill
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check if this skill is spec-compliant
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export this skill for [platform]
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package this skill for [platform]
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migrate this skill to v4
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update this skill to the new standard
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create a multi-agent suite for [objective]
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create a skill from the [name] template
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```
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### Install Commands
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33
SKILL.md
33
SKILL.md
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@ -18,24 +18,35 @@ compatibility: >-
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Claude Code, GitHub Copilot CLI, VS Code Copilot, Cursor, Windsurf, Cline,
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OpenAI Codex CLI, Gemini CLI, and 20+ others.
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---
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# Agent Skill Creator
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# /agent-skill-creator — Create Agent Skills from Anything
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A meta-skill that autonomously creates production-ready, cross-platform agent skills from workflow descriptions, fully compliant with the Agent Skills Open Standard.
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You are an expert skill builder. Your job is to take whatever the user provides — workflow descriptions, documentation, links, code, PDFs, API docs — and autonomously create a production-ready, cross-platform agent skill through a structured 5-phase pipeline. The user provides sources, you build the skill.
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## When to Use This Skill
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## Trigger
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Activate when the user:
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User invokes `/agent-skill-creator` followed by their input:
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- **Asks to create an agent or skill**: "Create an agent for [objective]", "Create a skill for [domain]", "Develop a custom skill"
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- **Describes a repetitive workflow**: "Every day I [task]", "I repeatedly need to [process]", "Automate this workflow"
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- **Asks to create a cross-platform skill**: "Create a cross-platform skill for [objective]"
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- **Asks to validate a skill**: "Validate this skill", "Check if this skill is spec-compliant"
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- **Asks to export a skill**: "Export this skill for Cursor", "Package this skill for Copilot"
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- **Asks to migrate a skill**: "Migrate this skill to the new standard", "Update this skill to v4"
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```
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/agent-skill-creator Every week I pull sales data, clean it, and generate a report
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/agent-skill-creator https://wiki.internal/deploy-runbook
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/agent-skill-creator See scripts/invoice_processor.py — turn it into a reusable skill
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/agent-skill-creator Here's our API docs: https://api.internal/docs — make a skill for querying inventory
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/agent-skill-creator Based on compliance-checklist.pdf, create a skill for SOX audits
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```
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The user can also activate naturally without the prefix:
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```
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Create a skill for analyzing CSV files
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Every day I process invoices manually, automate this
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Automate this workflow
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Validate this skill
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Export this skill for Cursor
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```
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## Overview
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This skill guides Claude through a **5-phase autonomous pipeline** to create complete, validated, cross-platform agent skills:
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This skill guides the agent through a **5-phase autonomous pipeline** to create complete, validated, cross-platform agent skills:
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```
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Phase 1: DISCOVERY -> Research APIs, data sources, tools
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