research-synthesis SKILL.md skillA
research-synthesis from vm0-ai/vm0-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vm0-ai/vm0-skills/research-synthesis@git:20260709.c4cfc48Pins git:20260709.c4cfc48 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vm0-ai/vm0-skills
- Path
research-synthesis/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260709.c4cfc48, committed Jul 9, 2026
- First version recorded
- Mar 13, 2026
- Size
- 11,261 bytes
- Repository stars
- 81
- License
- none declared
Synthesize user research into insights, personas, opportunities, themes, and prioritized actions.
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
## Core Analytical Methods ### Thematic Coding A systematic approach to extracting meaning from qualitative data: 1. **Immersion** — Read the full dataset end-to-end without annotating. Build an intuitive sense of the landscape before imposing structure. 2. **Open coding** — Walk through every data point, attaching descriptive labels. Over-code rather than under-code; collapsing is easier than retroactive splitting. 3. **Pattern grouping** — Cluster related codes into candidate themes. Each theme should represent a meaningful pattern relevant to your research questions. 4. **Validation pass** — Revisit the raw data to stress-test each theme. Confirm sufficient supporting evidence exists, themes do not overlap excessively, and together they form a coherent narrative. 5. **Sharpening** — Give each theme a precise name and a one-to-two sentence definition capturing its essence. 6. **Reporting** — Write up themes as findings, each backed by concrete evidence from the data. ### Bottom-Up Clustering (Affinity Approach) A technique for letting structure emerge organically from observations: …
Read the whole file at its exact version.
How to install
mdr add vm0-ai/vm0-skills/research-synthesis@sha256:2ed744c86ccdcb6aThe line at the top of this page pins the label git:20260709.c4cfc48, 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_hgjtnyqykjetaulk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Mar 13, 2026 and Jul 9, 2026, about one every 39 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260709.c4cfc48 latest | 2026-07-09 | c4cfc48 | 11,261 B | A | view · diff |
| git:20260417.8c5d7c1 | 2026-04-17 | 8c5d7c1 | 11,491 B | A | view · diff |
| git:20260417.b284b7a | 2026-04-17 | b284b7a | 11,993 B | A | view · diff |
| git:20260313.d7233e4 | 2026-03-13 | d7233e4 | 11,870 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 (11261 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
vm0-ai/vm0-skills · 81 stars · license none declared · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hgjtnyqykjetaulk GET https://markdownregistry.com/api/v1/resolve?ref=vm0-ai/vm0-skills/research-synthesis GET https://markdownregistry.com/api/v1/blob/2ed744c86ccdcb6ac7594f4f9684b264efee3f5c1a3c4d3a84d6fb00dde0866e
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.
More from vm0-ai/vm0-skills
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