research-synthesis-data SKILL.md skillA
research-synthesis-data from hollandkevint/data-product-operator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hollandkevint/data-product-operator/research-synthesis-data@v0.1.1Pins v0.1.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hollandkevint/data-product-operator
- Path
skills/research-synthesis-data/SKILL.md- Versions recorded
- 3
- Latest version
- v0.1.1, committed Nov 3, 2026
- First version recorded
- Feb 20, 2026
- Size
- 4,489 bytes
- Repository stars
- 5
- License
- MIT
Convert raw discovery notes into structured insights using atomic research methods adapted for data products. Use when synthesizing findings, reviewing evidence, summarizing research, writing problem briefs, or when someone asks "what did we learn?" or "what does the evidence say?".
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
## Evidence Hierarchy Assess evidence for the specific question, coverage, independence and recency. These source types offer different signals, not a universal ranking: 1. **Observed workarounds**: Record the task, cost and alternatives using `data-consumer-discovery`. Investment shows effort, not validated demand or willingness to buy. 2. **Usage data**: Query logs, dashboard access and API calls show recorded behavior within instrumentation and access limits. 3. **Quality incidents**: Tickets and escalations show reported problems; silence does not establish absence of harm. 4. **Consumer quotes**: Preserve wording, context and independence. Repeated quotes can suggest a pattern, not a fixed validation threshold. 5. **Stakeholder requests**: Separate the requested solution from the decision, constraints and authority behind it. When usage and interviews conflict, check identity, coverage, period, permissions and workflow definitions. Logs may miss off-platform work; interviews may describe intended rather than observed behavior. Preserve unresolved contradictions. ## Atomic Research Chain Build insights from the bottom up. Every level must trace to the one below it. …
Read the whole file at its exact version.
How to install
mdr add hollandkevint/data-product-operator/research-synthesis-data@sha256:b64a490192fcf1cdThe line at the top of this page pins the label v0.1.1, 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_ppv45akn5254cp4f)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Feb 20, 2026 and Nov 3, 2026, about one every 128 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.1 latest | 2026-11-03 | 2939ae2 | 4,489 B | A | view · diff |
| v0.1.1 | 2026-09-11 | 52ac544 | 4,471 B | A | view · diff |
| v0.1.0 | 2026-02-20 | b2b7f45 | 4,112 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 (4489 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
hollandkevint/data-product-operator · 5 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ppv45akn5254cp4f GET https://markdownregistry.com/api/v1/resolve?ref=hollandkevint/data-product-operator/research-synthesis-data GET https://markdownregistry.com/api/v1/blob/b64a490192fcf1cd4d8666f3b5604de2ea12b2aefbcba026b7a55634051a448f
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.