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data-collection - Gather QA source artifacts from trackers, wikis, and TMS

Gathers QA source artifacts from issue trackers, wikis, and test management systems into a normalized raw-context artifact.

Tags

Updated: 2026-09-17

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Retrieve QA artifacts from provider sources
  • Normalize collected data into target schema
  • Record content gaps and permission restrictions
  • Redact sensitive data before writing output
  • Write normalized artifact to output path

Inputs

  • Repository gain.json configuration
  • User inputs and provider URLs
  • Output artifact path and section contract
  • Role-specific handles and query terms

Outputs

  • Normalized raw-context artifact file
  • Gap and permission restriction logs
  • Sensitive data redaction records

Requirements

  • Read integration access to source systems
  • Availability of sensitive-data skill

Source

  • Spec: SKILL.md

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data-collection
qa
issue-tracker
wiki
tms
Retrieve QA artifacts from provider sources
Normalize collected data into target schema
Record content gaps and permission restrictions
Redact sensitive data before writing output
Repository gain.json configuration
User inputs and provider URLs
Output artifact path and section contract
Normalized raw-context artifact file
Gap and permission restriction logs
Sensitive data redaction records