Use when the user wants to audit whether data, SQL, dashboards, extracts, notebooks, or metric pipelines are reliable enough for analysis or decision use. Trigger on phrases like "data quality audit", "can we trust this data", "validate this dataset", "profile this CSV", "check the SQL", "audit the dashboard numbers", "missingness", "duplicates", "join loss", "data freshness", or "why does this data look wrong".
EnglishUse this skill to trace a KPI or metric from dashboard/report back through SQL, dbt models, semantic layers, events, source tables, transformations, filters, and owners. Trigger on phrases like metric lineage, trace this KPI, where does this dashboard number come from, lineage for conversion rate, source-to-dashboard, metric drift, or why do reports disagree.
EnglishRelease and upgrade workflow for the knowledge-base plugin: versioning, docs, validation bundle, local testing, and user upgrade notes.
EnglishRoute user intents across knowledge-base skills, maintain routing evals, and prevent overlapping or orphaned skills.
EnglishManage a file-based knowledge vault with YAML frontmatter, sidecar markdown, and JSONL indexing. Use when initializing or maintaining a knowledge base, attaching metadata to markdown or non-markdown assets, rebuilding or validating INDEX.jsonl, or searching vault records by metadata. Trigger on: "knowledge base", "vault", "frontmatter", "sidecar", "INDEX.jsonl", "document this query/template/skill", "search the vault", or "set up KB docs".
English
AGENT SKILLS ATLASIncludes Data Quality Audit, Metric Lineage, Release Upgrade, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Data Quality Audit
Use when the user wants to audit whether data, SQL, dashboards, extracts, notebooks, or metric pipelines are reliable enough for analysis or decision use. Trigger on phrases like "data quality audit", "can we trust this data", "validate this dataset", "profile this CSV", "check the SQL", "audit the dashboard numbers", "missingness", "duplicates", "join loss", "data freshness", or "why does this data look wrong".
Metric Lineage
Use this skill to trace a KPI or metric from dashboard/report back through SQL, dbt models, semantic layers, events, source tables, transformations, filters, and owners. Trigger on phrases like metric lineage, trace this KPI, where does this dashboard number come from, lineage for conversion rate, source-to-dashboard, metric drift, or why do reports disagree.
Release Upgrade
Release and upgrade workflow for the knowledge-base plugin: versioning, docs, validation bundle, local testing, and user upgrade notes.
Resolver
Route user intents across knowledge-base skills, maintain routing evals, and prevent overlapping or orphaned skills.
Vaultli
Manage a file-based knowledge vault with YAML frontmatter, sidecar markdown, and JSONL indexing. Use when initializing or maintaining a knowledge base, attaching metadata to markdown or non-markdown assets, rebuilding or validating INDEX.jsonl, or searching vault records by metadata. Trigger on: "knowledge base", "vault", "frontmatter", "sidecar", "INDEX.jsonl", "document this query/template/skill", "search the vault", or "set up KB docs".
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Data Quality Audit skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.