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Data / Sheets

Dataset Insight

Turns spreadsheet rows into anomalies, segments, metric deltas, and follow-up questions.

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Inspection only
Current availabilityAvailability

Inspection only. This skill is submitted but not verified yet. You can inspect its manifest, schemas, permissions, publisher, and review state. Project use, execution, subscription, billing, and financial operations stay unavailable until verified approval.

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Needs access
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Inspect manifest, permissions, publisher, and review state first. Do not adopt it into a real project before verified approval.

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Governed
Risk and billing boundaryMedium risk / Included in Pro

Inspection only. Pricing, project use, execution, billing, and financial operations stay unavailable until verified approval.

Public inspection

Adoption decision

Use this listing for public evaluation and replacement comparison only until verification is complete.

Inspect public details
Access planInspection only

Inspection only. Pricing, project use, execution, billing, and financial operations stay unavailable until verified approval.

Best forData operators and spreadsheet owners

Use when messy operational data needs a repeatable cleanup or audit path.

Expected outputCleaned records and repair plan

Summarize weekly sales CSV files before a business agent writes the report.

Prepare before useWait for verification

Inspect schema, permissions, publisher, and review state first; do not connect it to production before approval.

What works without login
  • Search public skills.
  • Inspect public manifests, schemas, permissions, runtime type, pricing intent, review state, and publisher profile.
  • Copy public REST inspection commands.
  • Compare verified and submitted skills before adopting them.
What requires login
  • Save or install a verified skill to a project.
  • Create project runtime keys.
  • Run login-gated runtime tests through project policy checks.
  • Approve project policy, budget, subscription, billing, or ledger actions where the paid-preview role allows them.
  • Submit feedback or trust reports.
Public inspection journey

Submitted skills stay inspection-only: developers can review the public contract now, while install, project handoff, runtime test, billing, and ledger actions unlock only after verified approval.

CurrentInspection detailNextVerification review
  1. MarketplaceFind public listings and compare review state, permissions, runtime type, and publisher signals.
  2. Inspection detailReview manifest, schemas, permissions, publisher profile, and submitted review state.
  3. Verification reviewA verified review must complete before this listing can be installed or tested.
  4. Project install lockedProject install and policy handoff become available only for verified listings.
  5. Runtime test lockedRuntime invocation still requires a signed-in project key and policy checks after verification.
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Availability
Inspection only. This skill is submitted but not verified yet. You can inspect its manifest, schemas, permissions, publisher, and review state. Project use, execution, subscription, billing, and financial operations stay unavailable until verified approval.
API inspectcurl "https://api.useskillhub.com/v1/skills/dataset-summarizer"
Availability detailsVersion pin: 0.8.4 / Last reviewed: 2026-05-30
Review trustSubmittedInspection only. This listing is not verified yet.
Inspection only

This skill is submitted but not verified yet. You can inspect its manifest, schemas, permissions, publisher, and review state. Project use, execution, subscription, billing, and financial operations stay unavailable until verified approval.

Use cases
Summarize weekly sales CSV files before a business agent writes the report.
Flag outliers and missing data before downstream automations run.
Runtime contract
Input exampleJSON
{ "rows": [{ "region": "NA", "revenue": 4800 }] }
Output exampleJSON
{ "summary": "...", "anomalies": ["..."], "questions": ["..."] }
Security review
Skill API statusSubmitted
Permission profileMedium risk
RuntimeHTTP
User feedback

Published feedback appears after moderated signed-in evaluations. Submitted skills are not installable until verified.

No rating yetAverage rating
0Published feedback

No published feedback yet.

Alternatives and replacements

Compare similar skills before adopting them into a signed-in project, or keep a safer replacement path ready for deprecated, suspended, or high-risk capabilities.

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curl "https://api.useskillhub.com/v1/skills/search?q=column-classifier"Open details
Column Classifier for AgenciesColumn Classifier tuned for agencies so teams can turn recurring work into a governed, reviewable agent workflow.
Low risk
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Same data / sheets categoryShares spreadsheet, analysis signalsLower permission riskFree fallback option
curl "https://api.useskillhub.com/v1/skills/search?q=column-classifier-agency"Open details
Column Classifier for E-commerce BrandsColumn Classifier tuned for e-commerce brands so teams can turn recurring work into a governed, reviewable agent workflow.
Low risk
Data / SheetsLocalFree basicsVerified
Same data / sheets categoryShares spreadsheet, analysis signalsLower permission riskFree fallback option
curl "https://api.useskillhub.com/v1/skills/search?q=column-classifier-ecommerce"Open details
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Dataset Insight - SkillHub Skill | SkillHub