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Construct Critique

Organization
yogsoth-ai
construct-critique

Construct the strongest structured attack on a claim/artifact, grounded in explicit reasons/evidence.

Overview

Publisheryogsoth-ai
Repositoryde-anthropocentric-research-engine
Skill nameconstruct-critique
Stars
505
Forks
43
Bundled files
Instructions only
LicenseApache-2.0
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 yogsoth-ai on GitHub. Read the source before you install it.

Installation

Install the Construct Critique 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/yogsoth-ai/de-anthropocentric-research-engine/tree/main/skills/construct-critique
  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/yogsoth-ai/de-anthropocentric-research-engine.git /tmp/de-anthropocentric-research-engine
mkdir -p .claude/skills
cp -r /tmp/de-anthropocentric-research-engine/skills/construct-critique .claude/skills/construct-critique
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Construct Critique 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 Construct Critique 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 Construct Critique 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.

construct-critique

Purpose

Construct the strongest structured attack on a claim or artifact from an explicit perspective, grounded in reasons and evidence.

Input contract

yaml
required: [target_claim_or_artifact, critique_perspective, evidence_set]
optional: [argument_schema, known_assumptions, decision_context]
constraints: [separate claim, ground, warrant, rebuttal, and severity; critique must target the supplied artifact]

Procedure

  1. State the target claim and its intended scope.
  2. Generate attacks from the supplied perspective using the argument schema.
  3. Attach evidence and classify each attack as formal, empirical, scope, or implementation-related.
  4. Rank severity, identify the strongest-point attack, and return rebuttal requirements.

Output contract

yaml
produces: [critique_set, evidence_links, severity_labels, strongest_attack, rebuttal_requirements]
delta_fields: [findings, evidence_updates, uncertainties, recommended_jumps]

Quality gates

  • In critic-attack mode, produce at least 3 attacks, label each HIGH/MEDIUM/LOW, attach evidence, and include at least 1 attack against the strongest point.
  • Toulmin critiques preserve claim, ground, warrant, and rebuttal fields.
  • Perspective changes the attack lens, not the target claim or evidence standard.

Parameterization

The caller must provide target schema, critique perspective(s), evidence set, argument model, severity scale, and whether the task is debate, convergence, or perspective review.

Failure and counterexamples

Reject attacks that merely restate disagreement without a reason or evidence, and reject severity labels without a stated scale.

Provenance map

  • resolved: stress-test/debate-critic
  • resolved: convergence/critic-attack
  • resolved: stress-test/perspective-critic

Preserved source criteria ledger

sourcephysical linekindsource criterion
convergence/critic-attack27numeric/gateMust produce >=3 attacks, each with HIGH/MEDIUM/LOW severity and evidence, including at least 1 attack against the strongest point.

Frequently asked questions

What does the Construct Critique AI skill do?

Construct the strongest structured attack on a claim/artifact, grounded in explicit reasons/evidence.

Why use Construct Critique on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/yogsoth-ai/de-anthropocentric-research-engine/tree/main/skills/construct-critique. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Construct Critique?

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 Construct Critique?

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

Is the Construct Critique AI skill free?

Yes. It is published on GitHub by yogsoth-ai under the Apache-2.0 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.

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