Install
$ dsh plugin --profile web add github:PerryLink/dsh-data-qualityPlugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- Dataset profiling with DAMA six-dimension scorecards and outlier detection (data_profile)
- Declarative data cleaning with audit logs and before/after diff contracts (data_clean)
- Configurable rule-based data verification across single and cross-column conditions (data_verify)
- Cross-plugin numerical citation validation against datasets via ctx.dataQuality.verifyCitations
- Persistent report storage and standalone HTML report rendering (data_report)
Useful For
- Inspecting CSV, TSV, and tabular JSON datasets for missing values, type anomalies, and duplicates
- Standardizing, trimming, and deduplicating data before feeding it into downstream LLM workflows
- Enforcing strict data integrity and freshness gates inside automated harness tasks
- Verifying that numbers and facts generated in research reports accurately match underlying source data
Who It Fits
- Data engineers and analysts automating data hygiene within DeepSeek Harness
- Developers building verifiable research or reporting agents that reference tabular data
Documented Limitations
- Supports tabular JSON and RFC-4180 CSV/TSV with header rows only (no delimiter auto-detection or SQL support)
- Enforces strict data limits by default (up to 200,000 rows and 64 MiB per dataset)
- Rule-based deterministic engine without machine learning anomaly detection or built-in PII masking
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
package.json declares 3 runtime, 18 development, 7 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as Apache-2.0.
A root package.json was captured and can be inspected by the registry.
package.json declares a prepare lifecycle script that may run during relevant package installation workflows.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- PerryLink/dsh-data-quality
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 9d7ae49 · 2026-10-09
This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.
Repository Activity
- GitHub stars
- 53GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-10-09
- Last release
- 2026-10-05
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