dataset-insight-pack SKILL.md skillA
dataset-insight-pack from kesslernity/awesome-copilot-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kesslernity/awesome-copilot-agent-skills/dataset-insight-pack@git:20260916.44af39ePins git:20260916.44af39e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kesslernity/awesome-copilot-agent-skills
- Path
skills/data-analytics/dataset-insight-pack/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260916.44af39e, committed Sep 16, 2026
- Size
- 9,935 bytes
- Repository stars
- 15
- License
- CC-BY-SA-4.0
Reads one spreadsheet, CSV export or pasted table together with the user's question and drafts an insight pack: a data profile, observations cited to named columns and values and framed as leads, caveats, and suggested charts and follow-up analyses. Every figure carries the label "as read, verify in source"; correlation is never stated as causation. Use when the user asks to "profile this spreadsheet", "what does this data say", "find anomalies in this extract…
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
# Dataset insight pack ## Purpose Read one tabular dataset (spreadsheet, CSV export or pasted table) together with the user's question, and produce one DRAFT insight pack: a profile of the data, observations tied to named columns and values and phrased as leads to investigate, caveats, and suggested charts and next analyses. The pack accelerates an analyst's first read. It is never the source of truth. Every figure is "as read, verify in source", every observation is a lead and not a conclusion, and correlation is never presented as causation. An agent's reading of a spreadsheet can miss rows, misread types or mis-aggregate; the analyst reproduces any number that will be used or shared. ## When to use Run when the user asks to explore, profile, summarise, get a first read on, or find insights or anomalies in a dataset, spreadsheet, table or extract. Do not use for a purchase order log or spend extract, use purchase-order-anomaly-review instead; not for an actuals versus budget extract, use budget-variance-explainer instead; not for a report that arrives by email on a schedule, use report-attachment-analyzer instead. Also do not run: …
Read the whole file at its exact version.
How to install
mdr add kesslernity/awesome-copilot-agent-skills/dataset-insight-pack@sha256:4e820a60fa142f71The line at the top of this page pins the label git:20260916.44af39e, 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_hx2tsyr6qo2bakej)
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Versions
The registry has recorded 1 version of this file, committed on Sep 16, 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 (9935 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
kesslernity/awesome-copilot-agent-skills · 15 stars · license CC-BY-SA-4.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hx2tsyr6qo2bakej GET https://markdownregistry.com/api/v1/resolve?ref=kesslernity/awesome-copilot-agent-skills/dataset-insight-pack GET https://markdownregistry.com/api/v1/blob/4e820a60fa142f71d9646fe732fefc971c911c504b283fbaca5ce5e8fbde83e5
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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