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Cscheck

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Aaronontheweb
cscheck

Write and simplify C# property-based, model-based, and executable specification tests with CsCheck. Use for generators, shrinking, stateful command sequences, Spec guards and rules, implementation conformance, or replaying generated failures.

Overview

PublisherAaronontheweb
Repositorydotnet-skills
Skill namecscheck
Stars
1.2K
Forks
113
Bundled files
4
LicenseMIT
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.

  • 4 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

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

Installation

Install the Cscheck 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/Aaronontheweb/dotnet-skills/tree/master/skills/cscheck
  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/Aaronontheweb/dotnet-skills.git /tmp/dotnet-skills
mkdir -p .claude/skills
cp -r /tmp/dotnet-skills/skills/cscheck .claude/skills/cscheck
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Cscheck 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 Cscheck 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 Cscheck 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.

CsCheck

Use CsCheck to explore inputs and action sequences; keep the application's contract visible in the test. Let the library generate, shrink, print, and replay counterexamples. Start with the smallest test that can falsify the claim, rather than building a testing framework around CsCheck.

Choose the test shape

What needs checkingStart withRead when needed
A function, round trip, algebraic law, or data transformationGen + SampleProperties and generators
An implementation with a simpler reference representationSampleModelBased / SampleModelBasedAsyncStateful and async tests
A protocol or lifecycle with explicit state, guards, and requirementsSpec.From, then Exhaustive and ConformExecutable specifications
Async resources or expectations that must incorporate observed outcomesGenerated command arrays + SampleAsync, with cleanup inside each caseStateful and async tests
A failing property, seed replay, or a before/after bug demonstrationNative sampling controls and a concrete regressionFailure discovery and replay

Read only the references needed for the task. These examples use xUnit, but CsCheck itself is test-framework independent. Preserve the project's existing framework and package-management conventions.

Establish the contract first

Identify an observable requirement and a plausible wrong result it would reject. Separate generated inputs, expected behavior, and actual observations. A model may consume observations, but must validate them against prior expectations before accepting them as new state. Do not use the implementation's answer to manufacture its expected answer.

Generate individual operations and their arguments, allowing CsCheck to compose arbitrary sequences. Finite domains, weighted boundary values, and preconditions are legitimate modeling choices. Handwritten whole scenarios are useful regressions, but are not a substitute for exploring action orderings.

Keep rejected requests testable when rejection is part of the contract. A guard saying “only withdraw when funds exist” cannot test insufficient-funds rejection. Preconditions describe what can be attempted; postconditions describe the response, including allowed failures.

Keep the test machinery small

  • Prefer composed Gen values to Random, hand-chosen seed lists, custom shrinkers, or retries-until-green.
  • Construct a fresh mutable implementation and model for each generated case, including shrinking.
  • Use ordinary records, direct calls, and meaningful comparisons. equal: must compare behavior or state; cleanup belongs in finally/using, not an equality predicate that always returns true.
  • Keep seeds out of ordinary discovery runs. Replay a seed emitted by a failure, then pin concrete inputs when the regression must survive generator changes.
  • Preserve domain coverage and historical counterexamples when simplifying. Fewer lines alone do not establish that the replacement checks the same behavior.

Verify the right thing

Spec.Exhaustive checks the model. Spec.Conform checks the real implementation through the adapter and only for sampled traces and compared observations. Keep both claims explicit. Inspect unreachable requirements, deadlocks, and search cutoffs; a green run can be vacuous.

When practical, show that the test rejects a known broken implementation or a small deliberate defect in an isolated copy. Compile and execute examples rather than assuming similarly named FsCheck APIs exist in CsCheck. Reuse native model-based APIs when their independent transitions and comparison fit; a custom async loop is a useful alternative, not a universal replacement.

API baseline

The linked examples were compiled and run with CsCheck 4.9.1 on .NET 8. Its package identifies source revision 5050355. Check the installed package before adapting signatures. For upgrades, verify the NuGet package and upstream source; do not infer a major version or native async Spec.Conform support from another library's API.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Cscheck AI skill do?

Write and simplify C# property-based, model-based, and executable specification tests with CsCheck. Use for generators, shrinking, stateful command sequences, Spec guards and rules, implementation conformance, or replaying generated failures.

Why use Cscheck on TypingMind?

Because you install it once and use it with any model. Cscheck 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 Cscheck in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Aaronontheweb/dotnet-skills/tree/master/skills/cscheck. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Cscheck?

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 Cscheck?

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

Is the Cscheck AI skill free?

Yes. It is published on GitHub by Aaronontheweb under the MIT 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.

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