scientific-brainstorming SKILL.md skillA
scientific-brainstorming 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/scientific-brainstorming@v1.2Pins v1.2 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/scientific-brainstorming/SKILL.md- Versions recorded
- 1
- Latest version
- v1.2, committed Sep 5, 2026
- Size
- 14,078 bytes
- Repository stars
- 258
- License
- AGPL-3.0
Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brainstorming or prioritizing candidate directions; hand off empirical validation, study design, ethics or regulatory review, and clinical questions to appropriate experts or skills.
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 Brainstorming ## Purpose and boundaries Use this skill to create, organize, challenge, and transparently prioritize candidate research directions. Treat every output as a **proposal**, not a finding. Creativity methods can alter participation and idea yield, but no method universally improves originality, usefulness, or scientific validity. The evidence base and its limits are summarized in `references/sources.md`. Keep these activities separate: - **Ideation** creates questions, mechanisms, alternatives, or study concepts. - **Evidence assessment** checks what reliable literature and data support. - **Hypothesis validation** requires observations, predictions, suitable designs, analyses, and independent scrutiny; brainstorming cannot validate a hypothesis. - **Ethics, biosafety, dual-use, regulatory, and institutional review** require the relevant authorized reviewers. A brainstorm is never approval. - **Clinical advice** requires qualified clinicians and patient-specific context. Do not turn research ideas into diagnosis or treatment guidance. For an observation-led testable hypothesis, hand off to …
Read the whole file at its exact version.
How to install
mdr add oleafly/oleafly/scientific-brainstorming@sha256:6ec22af651d1092dThe line at the top of this page pins the label v1.2, 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_qrqpk7sjek7sgyh2)
2 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 (14078 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_qrqpk7sjek7sgyh2 GET https://markdownregistry.com/api/v1/resolve?ref=oleafly/oleafly/scientific-brainstorming GET https://markdownregistry.com/api/v1/blob/6ec22af651d1092d7ad0d0013b15a44d2bace5086ff503e697a182c7aed73d22
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.