creative-thinking-for-research SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
creative-thinking-for-research from orchestra-research/ai-research-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add orchestra-research/ai-research-skills/creative-thinking-for-research@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- orchestra-research/ai-research-skills
- Path
21-research-ideation/creative-thinking-for-research/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Feb 19, 2026
- Size
- 21,962 bytes
- Repository stars
- 13,718
- License
- MIT
Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial creativity, analogical reasoning, constraint manipulation, and other empirically grounded creative strategies.
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
# Creative Thinking for Research Eight empirically grounded frameworks from cognitive science, applied to computer science and AI research. Unlike ad-hoc brainstorming, each framework here is backed by decades of creativity research — from Koestler's bisociation to Kauffman's adjacent possible. They target distinct cognitive operations: combining, reformulating, analogizing, constraining, inverting, abstracting, exploring boundaries, and holding contradictions. ## When to Use This Skill - Generating genuinely novel ideas, not incremental extensions of prior work - Feeling trapped in a local optimum of thinking within a single subfield - Wanting to systematically apply creativity heuristics rather than waiting for inspiration - Preparing for a research retreat or PhD-level ideation session - Bridging between fields and seeking structural (not superficial) connections **Do NOT use this skill when**: - You need structured project-level brainstorming workflows (use `brainstorming-research-ideas`) - You have a well-defined problem and need execution help (use domain-specific skills) - You need a literature survey (use `scientific-skills:literature-review`) …
Read the whole file at its exact version.
How to install
mdr add orchestra-research/ai-research-skills/creative-thinking-for-research@sha256:ec111f9236d7f9d7The line at the top of this page pins the label v1.0.0, 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_guaklgmz5tb2p42m)
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Versions
The registry has recorded 1 version of this file, committed on Feb 19, 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 (21962 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
orchestra-research/ai-research-skills · 13,718 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_guaklgmz5tb2p42m GET https://markdownregistry.com/api/v1/resolve?ref=orchestra-research/ai-research-skills/creative-thinking-for-research GET https://markdownregistry.com/api/v1/blob/ec111f9236d7f9d72c895cebbf0f534ac93f4249172607559ad4bf92aefc5310
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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