hypothesis-generation SKILL.md skillA
hypothesis-generation from oleafly/oleafly is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add oleafly/oleafly/hypothesis-generation@v2.2Pins v2.2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- oleafly/oleafly
- Path
src-tauri/resources/skills/hypothesis-generation/SKILL.md- Versions recorded
- 1
- Latest version
- v2.2, committed Sep 5, 2026
- Size
- 15,908 bytes
- Repository stars
- 258
- License
- AGPL-3.0
Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Use when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.
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 Turn an observation into a transparent set of candidate explanations and tests. A hypothesis is a proposal to be challenged, not a finding, fact, diagnosis, or recommendation. ## Non-negotiable boundaries Before using unpublished, sensitive, controlled, personal, proprietary, export-controlled, or security-relevant material: 1. Confirm authorization and the applicable institutional, funder, publisher, data-use, privacy, and AI policies. 2. Keep the material local unless an authorized human explicitly approves a named external destination and data scope. 3. Minimize inputs. Do not place sensitive or unpublished data in web searches or external AI systems without authorization. 4. Stop at the appropriate human, animal, biosafety, dual-use, data-governance, or regulatory gate. Never: - present a hypothesis, mechanism, causal effect, citation, or apparent pattern as established evidence; - claim novelty because a quick search found nothing; - infer causation from association, temporal order alone, predictive accuracy, or model output; - supply patient-specific diagnosis, treatment, dose, prognosis, or other clinical advice; …
Read the whole file at its exact version.
How to install
mdr add oleafly/oleafly/hypothesis-generation@sha256:02e081e3c1c20cc2The line at the top of this page pins the label v2.2, 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_3igo6db2ro5cgx75)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 5, 2026.
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 (15908 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
oleafly/oleafly · 258 stars · license AGPL-3.0 · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3igo6db2ro5cgx75 GET https://markdownregistry.com/api/v1/resolve?ref=oleafly/oleafly/hypothesis-generation GET https://markdownregistry.com/api/v1/blob/02e081e3c1c20cc244c630c5f6e6f37c3298831f4d0ed9b9edae47a2e618424f
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.