Skip to content
Back to skills

Design Falsification Test

ASecurity

Specify a concrete observation, computation, intervention, counterexample, or measurement that would count against the sharpened claim, prioritizing cheap high-information tests.

  • 499 stars
  • 0 votes
  • 0 copies
  • 0 views
  • Added September 24, 2026
research

Security analysis

A100/100

Scanned September 24, 2026

npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill design-falsification-test --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Design Falsification Test?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Design Falsification Test
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/yogsoth-ai-design-falsification-test/badge)](https://www.skillsdirectory.com/skills/yogsoth-ai-design-falsification-test)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: design-falsification-test
description: "Specify a concrete observation, computation, intervention, counterexample, or measurement that would count against the sharpened claim, prioritizing cheap high-information tests."
---

# design-falsification-test
## Purpose
Specify a concrete observation, computation, intervention, counterexample, or measurement that could count against a claim.
## Input contract
```yaml
required: [sharp_claim, scope, candidate_observables]
optional: [cost, available_tools, competing_predictions]
constraints: [test must identify a failure condition and measurement rule]
```
## Procedure
1. Enumerate claim commitments and possible failure observations.
2. Rank tests by information value and cost.
3. Specify the cheapest decisive test with pass/fail interpretation.

If the falsification test has an executable intervention and verdict rule, consider `execute-probe` as the next tactic.

## Output contract
```yaml
produces: [falsification_test, failure_condition, measurement_plan, priority_rationale]
delta_fields: [findings, evidence_updates, uncertainties, decisions]
```
## Quality gates
- Test must be capable of producing evidence against the claim, not only confirming examples.
## Failure and counterexamples
Do not design a test whose acceptance criterion is copied from the claim.
## Provenance map
- resolved: red-team-truthseeking

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…