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aegis-dq/aegis-dq
Open, audit-grade agentic data quality framework with portable industry packs
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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skills/data-quality/aegis-dq/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → bfff1cf9b57c
No earlier version was observed for comparison.
Heat
1.7- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
Individual skills in this repository
- aegis-dq
skills/data-quality/aegis-dq
How it works
aegis-dq
When your agent uses it
Agentic data quality validation across warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres) with LLM diagnosis, root cause analysis, and audit trail.
What it loads into context
Frontmatter
122 tokensAlways available to the agent
SKILL.md
920 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When to Use This Skill
- Prerequisites
- Available Tools
- Example Prompts
- Running a Validation
- Edge Cases
- Links
Files
SKILL.mdcore3,500 bytesSKILL.mdcore3,500 bytesSKILL.mdcore3,500 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- aegis-dq
Repository facts
- License
- No license detected
- Created
- May 11, 2026
- Last pushed
- May 27, 2026
- Forks
- 2
- Open issues
- 4
- Project activity
- Slowing
Before you install
Instructions onlyAutomated signals, not a guarantee
Checked Nov 5, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 2 notes
skills/data-quality/aegis-dq/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/data-quality/aegis-dq/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 3 network referencesin 1 file: aegis-dq/SKILL.md:94
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- 1 reference to secretsin 1 file: aegis-dq/SKILL.md:42
- No requests to vote in Hot
Show all 4 signals by file
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Signal confidence: 4 facts
- Access to secrets in prose of the SKILL.mdaegis-dq/SKILL.md:42Low confidence
- Network access in prose of the SKILL.mdaegis-dq/SKILL.md:94Low confidence
- Network access in prose of the SKILL.mdaegis-dq/SKILL.md:95Low confidence
- Network access in prose of the SKILL.mdaegis-dq/SKILL.md:96Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skills/data-quality/aegis-dq/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/data-quality/aegis-dq/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/data-quality/aegis-dq/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/data-quality/aegis-dq/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/data-quality/aegis-dq/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/data-quality/aegis-dq/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
