πŸ”
AI EngineeringJavaScript

Constraint Hardness Testing

by human-avatar

Constraint Hardness Testing is an AI Engineering skill for Claude Code, published by human-avatar in skills-for-humanity.

220 stars23 forkson human-avatar/skills-for-humanityAdded 2026/09/04Repository updated 2026/07/15
claude-codeclaude-code-plugincognitive-frameworkscreativitydecision-makingethicsmental-modelsproblem-solvingreasoningsystems-thinking
Install in seconds
Install Constraint Hardness Testing
Copy Constraint Hardness Testing into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/human-avatar/skills-for-humanity/tree/main/skills/s4h-constraint-hardness-testing ~/.claude/skills/s4h-constraint-hardness-testing

Requires Node.js. Downloads this skill only β€” not the rest of the repository β€” into your Claude Code skills folder.

Without Node.js

git clone https://github.com/human-avatar/skills-for-humanity.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/s4h-constraint-hardness-testing/SKILL.md in human-avatar/skills-for-humanity
Installs to
~/.claude/skills/s4h-constraint-hardness-testing
Collection
One of 25 skills cataloged from this repository
Category
AI Engineering β€” 2970 skills

What Constraint Hardness Testing does

Constraint Hardness Testing checks whether a stated limit is truly hard or just assumed. Use it when someone says a rule, policy, or technical limit cannot be changed and you need to test the source and consequences.

Constraint Hardness Testing is cataloged under AI Engineering on DirSkills. Constraint Hardness Testing comes from a repository tagged claude-code, claude-code-plugin, cognitive-frameworks, creativity and decision-making.

Documentation

README

Constraint Hardness Testing

Organisations accumulate phantom constraints β€” rules that were real once and calcified, or beliefs that were never tested, or someone's preference that got repeated until it sounded like policy. This skill separates genuine limits from assumed ones before any energy is spent working around or accepting them.


Your Process

Step 1: State the Constraint Write it exactly as it's been stated or assumed. Don't clean it up β€” the imprecision is often where the phantom lives.

This is the opening of the README. Read the full README on GitHub.

Commands Constraint Hardness Testing provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

  • /s4h-constraint-workaround-mapping
  • /s4h-constraint-scope-reduction
  • /s4h-decision-option-mapping

Frequently asked about Constraint Hardness Testing

  • What else does human-avatar publish alongside Constraint Hardness Testing?

    Constraint Hardness Testing is one of 25 skills that DirSkills catalogs from human-avatar/skills-for-humanity, the repository it ships in. Its siblings there include Aesthetic, Aesthetic Coherence Check and Aesthetic Elegance Testing. Each one is a separate skill with its own page in this directory, installs the same way Constraint Hardness Testing does, and is maintained by human-avatar in that same repository. The rest of the collection is listed on the human-avatar/skills-for-humanity page.

  • How does Constraint Hardness Testing compare to other AI Engineering skills?

    Constraint Hardness Testing ranks #2581 by stars among the 2970 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Constraint Hardness Testing against them. Open each page to compare what they document and how they install.

More from human-avatar/skills-for-humanity

Constraint Hardness Testing is one of 25 skills cataloged on DirSkills from human-avatar/skills-for-humanity.

See all 25 skills β†’
🎨
2h ago

Aesthetic

Aesthetic routes aesthetic questions to the right reasoning tool for coherence, elegance, pattern, or simplicity. Use it when an artifact feels off, overcomplicated, or you want to understand the underlying structure.
AI Engineering
22023
🎨
2h ago

Aesthetic Coherence Check

Aesthetic Coherence Check tests whether an artefact’s parts form a unified whole and identifies the inconsistencies that make it feel off. Use it when different sections, contributors, or decisions need to be judged against a single intended identity.
Quality
22023
✨
2h ago

Aesthetic Elegance Testing

Aesthetic Elegance Testing checks whether a design, plan, or system has unnecessary complexity and accreted parts. Use it when you want to separate the irreducible core from additions that no longer earn their place.
Quality
22023
🧩
2h ago

Aesthetic Pattern Detection

Aesthetic Pattern Detection identifies the underlying formal pattern in a design, argument, or solution. Use it when you want to name the structure that makes something work or feel coherent.
AI Engineering
22023
✨
2h ago

Aesthetic Simplicity Analysis

Aesthetic Simplicity Analysis finds the core of a strategy, message, design, or process and separates what supports it from what obscures it. Use it when you need a simpler version that still preserves what matters.
Writing
22023
🧠
2h ago

Analogy

Analogy routes analogy requests to the right tool for stress-testing metaphors, importing solutions from other domains, shifting perspective, or checking structural similarity. Use it when comparing one situation to another or asking where a comparison breaks down.
AI Engineering
22023