Generate Testable Scientific Hypotheses
Researchers often need structured hypotheses that connect observations, evidence, and experiments. This skill guides Claude, Codex, and Claude Code through literature search, competing explanations, predictions, and report formatting.
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Review the Skillstore skill "hypothesis-generation" from https://skillstore.io/skills/davila7-hypothesis-generation.md and its manifest at https://skillstore.io/api/skills/davila7-hypothesis-generation/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "hypothesis-generation". Why does treatment response vary between two patient subgroups?
Expected outcome:
Using "hypothesis-generation". Generate hypotheses for an unexpected decrease in material strength after processing.
Expected outcome:
All static findings were adjudicated as false positives. The hardcoded URLs are PubMed search templates, the external command alerts are Markdown fences or inline code references, and the system-reconnaissance hits are ordinary research or formatting language.
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https://skillstore.io/skills/davila7-hypothesis-generation/audits/12?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/davila7-hypothesis-generation?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/davila7-hypothesis-generation?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/davila7-hypothesis-generation/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/davila7-hypothesis-generation.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>davila7. (2026). hypothesis-generation security audit report (audit version 12) [Author version unspecified]. Skillstore. https://skillstore.io/skills/davila7-hypothesis-generation/audits/12@techreport{davila7-davila7-hypothesis-generation-2026,
author = {davila7},
title = {hypothesis-generation security audit report (audit version 12)},
institution = {Skillstore},
year = {2026},
number = {12},
url = {https://skillstore.io/skills/davila7-hypothesis-generation/audits/12},
note = {Author version unspecified}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "hypothesis-generation security audit report (audit version 12)"
version: "unspecified"
type: report
authors:
- name: "davila7"
date-released: "2026-07-09"
url: "https://skillstore.io/skills/davila7-hypothesis-generation/audits/12"
identifiers:
- type: other
value: "skillstore:davila7-hypothesis-generation:audit:12"
description: "Skillstore immutable audit report identifier"
Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
k-dense-ai-hypothesis-generation
2026-09-09
davila7-hypothesis-generation
2026-09-09
Develop competing mechanisms, predictions, controls, and measurements for a biological or physical phenomenon.
Turn preliminary results into evidence-based hypotheses that can guide the next round of experiments.
Create a structured report with concise main findings, detailed appendices, citations, and experiment plans.
Use the hypothesis-generation skill to propose testable hypotheses for this observation: [describe observation]. Include the main assumptions and one prediction for each hypothesis.
Use the hypothesis-generation skill to create 3 to 5 competing mechanistic hypotheses for [phenomenon]. Compare their evidence, assumptions, and falsifiable predictions.
Use the hypothesis-generation skill to design experiments that distinguish between these hypotheses: [list hypotheses]. Include controls, measurements, expected results, and confounds.
Use the hypothesis-generation skill to prepare a structured hypothesis report for [research question]. Include literature search strategy, hypotheses, predictions, experimental designs, and appendix content.
Author
davila7License
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
b959ebfd1043a07c0c4378ab94ca4342cb0259f5
Maintenance freshness
7/20/2026
Usage
8 downloads · 395 views
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