Validate Provider logo

Validate Provider

OrganizationPopular
wrtnlabs
validate-provider

Validate Providers against interfaces (read-only)

Overview

Publisherwrtnlabs
Repositoryautobe
Skill namevalidate-provider
Stars
1.4K
Forks
156
Bundled files
Instructions only
LicenseAGPL-3.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by wrtnlabs on GitHub. Read the source before you install it.

Installation

Install the Validate Provider AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/wrtnlabs/autobe/tree/main/internals/template/realize/.claude/skills/validate-provider
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/wrtnlabs/autobe.git /tmp/autobe
mkdir -p .claude/skills
cp -r /tmp/autobe/internals/template/realize/.claude/skills/validate-provider .claude/skills/validate-provider
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Validate Provider in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Validate Provider on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Validate Provider is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Validate Providers

Validate that Providers, Collectors, and Transformers properly implement the interfaces. This skill only checks for discrepancies - it does NOT modify any files.

Purpose

Compare interface definitions with provider implementations and report:

  • ✅ Matching items
  • ❌ Mismatching items (needs fix)
  • ⚠️ Items requiring review

Workflow

┌─────────────────────────────────────┐
│  Step 1: Read Interfaces            │
│  /src/api/structures/               │
└───────────────┬─────────────────────┘
                │
                ▼
┌─────────────────────────────────────┐
│  Step 2: Read Providers             │
│  /src/providers/                    │
│  /src/collectors/                   │
│  /src/transformers/                 │
└───────────────┬─────────────────────┘
                │
                ▼
┌─────────────────────────────────────┐
│  Step 3: Compare & Report           │
│  - Missing providers                │
│  - Missing collectors               │
│  - Missing transformers             │
│  - Type safety issues               │
└─────────────────────────────────────┘

Step 1: Read Interfaces

bash
find src/api/structures -name "I*.ts" -type f

For each interface, identify:

  • Main entity type
  • ICreate subtype
  • IUpdate subtype
  • ISummary subtype

Step 2: Read Implementation Files

bash
# Providers
find src/providers -name "*.ts" -type f

# Collectors
find src/collectors -name "*Collector.ts" -type f

# Transformers
find src/transformers -name "*Transformer.ts" -type f

Step 3: Validation Checks

3.1 Provider Coverage

For each interface:

  • ✅ POST provider exists (uses ICreate)
  • ✅ GET provider exists (returns Interface)
  • ✅ PATCH/PUT provider exists (uses IUpdate)
  • ✅ DELETE provider exists
  • ❌ Provider missing

3.2 Collector Coverage

For each interface with ICreate:

  • ✅ Collector exists
  • ✅ Collector returns Prisma.CreateInput
  • ❌ Collector missing
  • ❌ Wrong return type

3.3 Transformer Coverage

For each interface:

  • ✅ Transformer exists
  • ✅ transform() method defined
  • ✅ toSummary() method defined
  • ❌ Transformer missing
  • ❌ Methods missing

3.4 Type Safety

Search for anti-patterns:

  • ❌ as any usage
  • ❌ any type annotations
  • ❌ Type assertions (as Type)
  • ⚠️ Inline transformations (should use Transformer)

Output Format

markdown
# Validation Report: Providers

## Summary
- Interfaces: X
- Providers found: Y
- Collectors found: Z
- Transformers found: W

## ✅ Valid Items
- [Provider] `postEntity` - Uses Collector, returns via Transformer
- [Collector] `EntityCollector` - Properly typed
- [Transformer] `EntityTransformer` - All methods present

## ❌ Issues Found
- [Missing Collector] `AnotherEntity` - No collector for ICreate
- [Missing Transformer] `AnotherEntity` - No transformer defined
- [Type Safety] `postEntity.ts:27` - Uses `as any`
- [Type Safety] `getEntity.ts:15` - Inline transformation instead of Transformer

## ⚠️ Warnings
- [Unused Import] `postEntity.ts` - Imports unused module
- [Missing Null Check] `getEntity.ts:20` - Should check for null before transform

## Recommendation
Run `/fix-provider` to fix the issues above.

Important

This skill is READ-ONLY.

  • Does NOT modify any files
  • Does NOT run any build commands
  • Only reports discrepancies

To fix issues, use /fix-provider skill.

Frequently asked questions

What does the Validate Provider AI skill do?

Validate Providers against interfaces (read-only)

Why use Validate Provider on TypingMind?

Because you install it once and use it with any model. Validate Provider is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Validate Provider in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/wrtnlabs/autobe/tree/main/internals/template/realize/.claude/skills/validate-provider. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Validate Provider?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Validate Provider?

As many as you like. As long as a model supports skills, you can use Validate Provider with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Validate Provider AI skill free?

Yes. It is published on GitHub by wrtnlabs under the AGPL-3.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇