Skill Discovery

Name: Skill Discovery
Author: oimiragieo

oimiragieo/agent-studio

82 installs
36 repo stars
Updated July 14, 2026
oimiragieo/agent-studio

Helps with ai & agent building tasks.

About

skill-discovery is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.

skill-discovery
AI & Agent Building
AI-coding skill

Skill Discovery by the numbers

82 all-time installs (skills.sh)
Ranked #5,148 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
Data as of Aug 4, 2026 (Skillselion catalog sync)

npx skills add https://github.com/oimiragieo/agent-studio --skill skill-discovery

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Installs	82
repo stars	★ 36
Last updated	July 14, 2026
Repository	oimiragieo/agent-studio ↗

What it does

Helps with ai & agent building tasks.

Files

SKILL.mdMarkdownGitHub ↗

<EXTREMELY-IMPORTANT> If you think there is even a 1% chance a skill might apply to what you are doing, you ABSOLUTELY MUST invoke the skill.

IF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.

This is not negotiable. This is not optional. You cannot rationalize your way out of this. </EXTREMELY-IMPORTANT>

How to Access Skills

In Claude Code: Use the Skill tool or read skill files directly. When you invoke a skill, its content is loaded and presented to you - follow it directly.

In other environments: Check your platform's documentation for how skills are loaded.

Using Framework Skills

The Rule

Invoke relevant or requested skills BEFORE any response or action. Even a 1% chance a skill might apply means that you should invoke the skill to check. If an invoked skill turns out to be wrong for the situation, you don't need to use it.

digraph skill_flow {
    "User message received" [shape=doublecircle];
    "Might any skill apply?" [shape=diamond];
    "Invoke Skill tool" [shape=box];
    "Announce: 'Using [skill] to [purpose]'" [shape=box];
    "Has checklist?" [shape=diamond];
    "Create TodoWrite todo per item" [shape=box];
    "Follow skill exactly" [shape=box];
    "Respond (including clarifications)" [shape=doublecircle];

    "User message received" -> "Might any skill apply?";
    "Might any skill apply?" -> "Invoke Skill tool" [label="yes, even 1%"];
    "Might any skill apply?" -> "Respond (including clarifications)" [label="definitely not"];
    "Invoke Skill tool" -> "Announce: 'Using [skill] to [purpose]'";
    "Announce: 'Using [skill] to [purpose]'" -> "Has checklist?";
    "Has checklist?" -> "Create TodoWrite todo per item" [label="yes"];
    "Has checklist?" -> "Follow skill exactly" [label="no"];
    "Create TodoWrite todo per item" -> "Follow skill exactly";
}

Red Flags

These thoughts mean STOP - you're rationalizing:

Thought	Reality
"This is just a simple question"	Questions are tasks. Check for skills.
"I need more context first"	Skill check comes BEFORE clarifying questions.
"Let me explore the codebase first"	Skills tell you HOW to explore. Check first.
"I can check git/files quickly"	Files lack conversation context. Check for skills.
"Let me gather information first"	Skills tell you HOW to gather information.
"This doesn't need a formal skill"	If a skill exists, use it.
"I remember this skill"	Skills evolve. Read current version.
"This doesn't count as a task"	Action = task. Check for skills.
"The skill is overkill"	Simple things become complex. Use it.
"I'll just do this one thing first"	Check BEFORE doing anything.
"This feels productive"	Undisciplined action wastes time. Skills prevent this.
"I know what that means"	Knowing the concept != using the skill. Invoke it.

Skill Priority

When multiple skills could apply, use this order:

1. Process skills first (brainstorming, debugging) - these determine HOW to approach the task 2. Implementation skills second (frontend-design, mcp-builder) - these guide execution

"Let's build X" -> brainstorming first, then implementation skills. "Fix this bug" -> debugging first, then domain-specific skills.

Skill Types

Rigid (TDD, debugging): Follow exactly. Don't adapt away discipline.

Flexible (patterns): Adapt principles to context.

The skill itself tells you which.

User Instructions

Instructions say WHAT, not HOW. "Add X" or "Fix Y" doesn't mean skip workflows.

Memory Protocol (MANDATORY)

Before starting: Read .claude/context/memory/learnings.md

After completing:

New pattern -> .claude/context/memory/learnings.md
Issue found -> .claude/context/memory/issues.md
Decision made -> .claude/context/memory/decisions.md

ASSUME INTERRUPTION: If it's not in memory, it didn't happen.

'use strict';
/**
 * Post-execute hook for skill-discovery
 * Auto-generated by enterprise-bundle-scaffolder
 *
 * Records metrics after skill execution.
 */

function postExecute(_context) {
  // Record execution metrics
  return { ok: true, skill: 'skill-discovery' };
}

module.exports = { postExecute };

'use strict';
/**
 * Pre-execute hook for skill-discovery
 * Auto-generated by enterprise-bundle-scaffolder
 *
 * Validates inputs before skill execution.
 */

function preExecute(context) {
  // Validate skill invocation context
  if (!context || typeof context !== 'object') {
    return { allow: true, message: 'skill-discovery: no context to validate' };
  }
  return { allow: true };
}

module.exports = { preExecute };

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "title": "skill-discoveryInput",
  "description": "Input schema for How agents discover and use skills. Use to understand skill invocation protocol.",
  "type": "object",
  "additionalProperties": true,
  "properties": {
    "target": {
      "type": "string",
      "description": "Target file or path for the skill to operate on"
    },
    "options": {
      "type": "object",
      "description": "Additional options for skill execution",
      "additionalProperties": true
    }
  }
}

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "title": "skill-discoveryOutput",
  "type": "object",
  "additionalProperties": true,
  "properties": {
    "ok": {
      "type": "boolean"
    },
    "summary": {
      "type": "string"
    }
  }
}

#!/usr/bin/env node
'use strict';
/**
 * skill-discovery - Enterprise Skill Script
 * Auto-generated by enterprise-bundle-scaffolder
 */

const fs = require('fs');
const path = require('path');

// Parse arguments
const args = process.argv.slice(2);
const options = {};
for (let i = 0; i < args.length; i++) {
  if (args[i].startsWith('--')) {
    const key = args[i].slice(2);
    const value = args[i + 1] && !args[i + 1].startsWith('--') ? args[++i] : true;
    options[key] = value;
  }
}

if (options.help) {
  console.log(`
skill-discovery - Enterprise Skill

Usage:
  node main.cjs --check <file>    Check a file against guidelines
  node main.cjs --list            List all guidelines
  node main.cjs --help            Show this help

Description:
  How agents discover and use skills. Use to understand skill invocation protocol.
`);
  process.exit(0);
}

if (options.list) {
  console.log('Guidelines for skill-discovery:');
  console.log('See SKILL.md for full guidelines');
  process.exit(0);
}

console.log('skill-discovery skill loaded. Use with Claude for code review.');