hypothesis-generation SKILL.md skillA
hypothesis-generation from foryourhealth111-pixel/vibe-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add foryourhealth111-pixel/vibe-skills/hypothesis-generation@git:20260430.453068cPins git:20260430.453068c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- foryourhealth111-pixel/vibe-skills
- Path
bundled/skills/hypothesis-generation/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260430.453068c, committed Apr 30, 2026
- First version recorded
- Mar 3, 2026
- Size
- 12,462 bytes
- Repository stars
- 3,788
- License
- Apache-2.0
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Also owns explicit HypoGeniC-style or automated LLM-driven hypothesis generation/testing requests inside this single skill. For open-ended ideation use scientific-brainstorming.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Scientific Hypothesis Generation ## Overview Hypothesis generation is a systematic process for developing testable explanations. Formulate evidence-based hypotheses from observations, design experiments, explore competing explanations, and develop predictions. Apply this skill for scientific inquiry across domains. ## When to Use This Skill This skill should be used when: - Developing hypotheses from observations or preliminary data - Designing experiments to test scientific questions - Exploring competing explanations for phenomena - Formulating testable predictions for research - Conducting literature-based hypothesis generation - Running a lightweight HypoGeniC-style workflow when the user explicitly asks for automated hypothesis generation/testing - Planning mechanistic studies across scientific domains ## Outputs Produce a structured hypothesis report when useful: - Core observation or anomaly to explain - Competing mechanistic hypotheses - Testable predictions for each hypothesis - Minimal validation experiments or studies - Decision criteria for supporting, revising, or rejecting each hypothesis …
Read the whole file at its exact version.
How to install
mdr add foryourhealth111-pixel/vibe-skills/hypothesis-generation@sha256:17739ba3f71f36cbThe line at the top of this page pins the label git:20260430.453068c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_orzvm74wamhhxhac)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 3, 2026 and Apr 30, 2026, about one every 29 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260430.453068c latest | 2026-04-30 | 453068c | 12,462 B | A | view · diff |
| git:20260430.0124814 | 2026-04-30 | 0124814 | 12,323 B | A | view · diff |
| git:20260303.491ea97 | 2026-03-03 | 491ea97 | 13,846 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12462 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
foryourhealth111-pixel/vibe-skills · 3,788 stars · license Apache-2.0 · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_orzvm74wamhhxhac GET https://markdownregistry.com/api/v1/resolve?ref=foryourhealth111-pixel/vibe-skills/hypothesis-generation GET https://markdownregistry.com/api/v1/blob/17739ba3f71f36cb82920d3bfbd648b0d8fb0055f889717f559016f240becbb5
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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