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Neeeophytee

Assumption Test skill

Test a consequential technical assumption with a small, falsifiable experiment before committing to an approach. Use when a plan depends on uncertain runtime, integration, or data behavior that inspection alone cannot establish. Not for preference interviews or routine implementation.

$npx skills add Neeeophytee/finding-unknowns-skills --skill assumption-test
View this skill on GitHubNeeeophytee/finding-unknowns-skills/skills/assumption-test/SKILL.md
Pack stars
369
Pack installs
1.5k
Alyn Score
46/99
Updated
44 days ago
License
MIT
– views – installs via Alyn

Neeeophytee

Assumption Test

Install Assumption Test

Pick your agent. Every command is ready to paste.

$npx skills add Neeeophytee/finding-unknowns-skills --skill assumption-test

The open skills CLI detects your agents (Claude Code, Cursor, Codex and 70+ more) and installs to the right folder. Add -g to install globally.

01

Install it

Run the command above, or upload the folder in Claude.

02

Ask naturally

Describe the task. Your agent loads assumption-test when the request matches its description.

03

Name it if needed

If it does not trigger, say “use the assumption-test skill”. In Codex, type $assumption-test.

The skill itself

SKILL.md

FolderGitHub

Assumption test

A plausible assumption can survive every planning conversation and still fail on contact with the system. Turn the consequential uncertainty into a question an experiment can answer.

Steps

  1. Read the request, relevant code, and existing evidence. If inspection already settles the question, cite that evidence and stop; do not manufacture an experiment. If several assumptions remain, select the one whose failure would most change the approach.
  2. State the assumption as an observable prediction. Define what would refute it, what would support it within the tested scope, and what would leave it inconclusive. Set those criteria before observing the result.
  3. Design the smallest discriminating experiment. Use an isolated fixture or test environment, the real component under question where available, and a bounded number of operations. Name what the setup cannot represent; a mock's behavior is not evidence about its provider.
  4. Run the experiment within the user's authorized scope. Preserve the command, relevant inputs, actual output, and environment details needed to reproduce it. If a tool or dependency is unavailable, report the experiment as unrun or inconclusive, with the missing prerequisite.
  5. Close with the assumption, method, observation, verdict (supported within scope, refuted, or inconclusive), and the planning decision this evidence changes. Recommend the next discriminating check only if it could change that decision. Keep temporary code separate from the production implementation.

Guardrails

  • One successful trial does not establish a universal claim. State the tested conditions and remaining uncertainty, particularly for concurrency and performance.
  • Do not use production writes, real payments, destructive operations, or newly incurred costs without authorization. An experiment does not grant additional permissions.
  • Distinguish the component failing from the experiment failing to run. Never turn missing access or a broken fixture into a verdict about the system.
  • Do not fix the implementation or broaden into a build unless the user requested it. The deliverable is evidence that informs a decision.

Tips for Assumption Test

  • • Start a fresh session after installing so your agent picks up the new skill.
  • • It is part of a pack with 14 skills. Install only the ones you need with --skill to keep triggers precise.
  • • If two skills overlap, mention the one you want by name.

Questions about Assumption Test

What does the Assumption Test skill do?

Test a consequential technical assumption with a small, falsifiable experiment before committing to an approach. Use when a plan depends on uncertain runtime, integration, or data behavior that inspection alone cannot establish. Not for preference interviews or routine implementation.

How do I install Assumption Test?

Run "npx skills add Neeeophytee/finding-unknowns-skills --skill assumption-test" in your project. The skills CLI installs it for Claude Code, Cursor, Codex and 70+ other agents. In Claude on the web, upload the skill folder as a ZIP under Customize > Skills.

Does Assumption Test work in Cursor and Codex?

Yes. Assumption Test uses the open SKILL.md format, so it works in Claude Code, Claude, Cursor, OpenAI Codex, Gemini CLI, GitHub Copilot and other agents that support agent skills.

Is Assumption Test free?

Assumption Test is open source on GitHub under the MIT license. It is free to install; check the license before commercial use.

Who made Assumption Test?

Assumption Test is published by Neeeophytee in the Neeeophytee/finding-unknowns-skills repository, together with 13 other skills.

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