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Data Audit

Report on data completeness for the SPARTA QRA pipeline (Control -> URL -> Knowledge -> QRA). Queries DuckDB to show coverage percentages at each stage.

majiayu000 3a3426b 2 files · 1.9 KB Updated 567 repo stars
DevOps & Infra

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Data Audit

Audits the SPARTA pipeline data coverage.

Usage

# Run full audit
.agent/skills/data-audit/run.sh

# Run for specific run ID (points to specific DB path if needed)
.agent/skills/data-audit/run.sh --run-id <run-id>

Logic

Connects to SPARTA DuckDB and calculates coverage for:

  1. Controls: Base set.
  2. URLs: Controls mapped to at least one URL.
  3. Knowledge: Controls mapped to URLs that have extracted chunks.
  4. QRA: Controls that have generated QRA pairs.

Visualization

After generating coverage data, offer to visualize via /create-figure:

# Pipeline coverage as stacked bar chart
create-figure metrics --input audit.json --output coverage.png --type bar --title "SPARTA Pipeline Coverage"

# Coverage heatmap by category
create-figure heatmap --input audit.json --output coverage-heatmap.png

When to offer: After presenting coverage percentages, ask: "Want me to chart the pipeline coverage?"

majiayu000/claude-skill-registry-data/tree/main/data/data-audit-grahama1970-agent-skills commit 3a3426b71d

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